GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Communications of the ACM
PHOAKS: a system for sharing recommendations
Communications of the ACM
Siteseer: personalized navigation for the Web
Communications of the ACM
Bayesian classification (AutoClass): theory and results
Advances in knowledge discovery and data mining
Efficient Approximations for the MarginalLikelihood of Bayesian Networks with Hidden Variables
Machine Learning - Special issue on learning with probabilistic representations
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Experiences with GroupLens: marking usenet useful again
ATEC '97 Proceedings of the annual conference on USENIX Annual Technical Conference
A Bayesian approach to learning Bayesian networks with local structure
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Combining collaborative filtering with personal agents for better recommendations
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Recommender systems in e-commerce
Proceedings of the 1st ACM conference on Electronic commerce
Collaborative filtering and the generalized vector space model (poster session)
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Immunizing online reputation reporting systems against unfair ratings and discriminatory behavior
Proceedings of the 2nd ACM conference on Electronic commerce
Enabling scalable online personalization on the Web
Proceedings of the 2nd ACM conference on Electronic commerce
A prediction system for multimedia pre-fetching in Internet
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
ICIS '00 Proceedings of the twenty first international conference on Information systems
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Query expansion based on predictive algorithms for collaborative filtering
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Analyzing the economic efficiency of eBay-like online reputation reporting mechanisms
Proceedings of the 3rd ACM conference on Electronic Commerce
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A streaming ensemble algorithm (SEA) for large-scale classification
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Selecting relevant instances for efficient and accurate collaborative filtering
Proceedings of the tenth international conference on Information and knowledge management
Evaluation of Item-Based Top-N Recommendation Algorithms
Proceedings of the tenth international conference on Information and knowledge management
Information access in implicit culture framework
Proceedings of the tenth international conference on Information and knowledge management
Robustness of reputation-based trust: boolean case
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Inverted file search algorithms for collaborative filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Methods and metrics for cold-start recommendations
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Learning probabilistic relational models
Relational Data Mining
Removing redundancy and inconsistency in memory-based collaborative filtering
Proceedings of the eleventh international conference on Information and knowledge management
A local search mechanism for peer-to-peer networks
Proceedings of the eleventh international conference on Information and knowledge management
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
On the recommending of citations for research papers
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
Computational & Mathematical Organization Theory
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Association Models for Web Mining
Data Mining and Knowledge Discovery
Efficient Adaptive-Support Association Rule Mining for Recommender Systems
Data Mining and Knowledge Discovery
Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8
Information Retrieval
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web
User Modeling and User-Adapted Interaction
User Modeling for Personalized City Tours
Artificial Intelligence Review
Towards more conversational and collaborative recommender systems
Proceedings of the 8th international conference on Intelligent user interfaces
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
Studying Recommendation Algorithms by Graph Analysis
Journal of Intelligent Information Systems
Content-Independent Task-Focused Recommendation
IEEE Internet Computing
Exploiting hierarchical domain structure to compute similarity
ACM Transactions on Information Systems (TOIS)
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
Is seeing believing?: how recommender system interfaces affect users' opinions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Graph Based Approach to Extract a Neighborhood Customer Community for Collaborative Filtering
DNIS '02 Proceedings of the Second International Workshop on Databases in Networked Information Systems
Learning What People (Don't) Want
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Robustness Analyses of Instance-Based Collaborative Recommendation
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Support Vector Machines for Polycategorical Classification
ECML '02 Proceedings of the 13th European Conference on Machine Learning
An Open Framework for Smart and Personalized Distance Learning
ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
ActiveCP: A Method for Speeding up User Preferences Acquisition in Collaborative Filtering Systems
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Lightweight Collaborative Filtering Method for Binary-Encoded Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Demonstration: Enabling Scalable Online Personalization on the Web
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
An Adaptive Recommendation System with a Coordinator Agent
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
A New Approach for Item Choice Recommendations
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Faceted Preference Matching in Recommender Systems
EC-Web 2001 Proceedings of the Second International Conference on Electronic Commerce and Web Technologies
An Improved Recommendation Algorithm in Collaborative Filtering
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
A Personalized Collaborative Digital Library Environment
ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology
A Case-Based Reasoning Approach to Collaborative Filtering
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Predicting the Level of Metabolic Control Using Collaborative Filtering
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Mining the Client's Life Cycle Behaviour in the Web
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Empirical Study of Recommender Systems Using Linear Classifiers
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Towards a More Comprehensive Comparison of Collaborative Filtering Algorithms
SPIRE 2002 Proceedings of the 9th International Symposium on String Processing and Information Retrieval
Dynamic Models of Expert Groups to Recommend Web Documents
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
Yoda: An Accurate and Scalable Web-Based Recommendation System
CooplS '01 Proceedings of the 9th International Conference on Cooperative Information Systems
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Towards Robust Collaborative Filtering
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Recommending Internet-Domains Using Trails and Neural Networks
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Utility-Based Decision Tree Optimization: A Framework for Adaptive Interviewing
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Collaborative Filtering Methods for Binary Market Basket Data Analysis
AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology
Ontology-Centered Personalized Presentation of Knowledge Extracted from the Web
ITS '02 Proceedings of the 6th International Conference on Intelligent Tutoring Systems
A Framework for Efficient and Anonymous Web Usage Mining Based on Client-Side Tracking
WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points
Application of ART2 Networks and Self-Organizing Maps to Collaborative Filtering
Revised Papers from the nternational Workshops OHS-7, SC-3, and AH-3 on Hypermedia: Openness, Structural Awareness, and Adaptivity
A Theoretical Analysis of Query Selection for Collaborative Filtering
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Toward a Computational Theory of Data Acquisition and Truthing
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Promoting Recommendations: An Attack on Collaborative Filtering
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Dynamic Expert Group Models for Recommender Systems
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
RecTree: An Efficient Collaborative Filtering Method
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Web Personalisation - An Overview
AMT '01 Proceedings of the 6th International Computer Science Conference on Active Media Technology
CHI '03 Extended Abstracts on Human Factors in Computing Systems
An architecture to support scalable online personalization on the Web
The VLDB Journal — The International Journal on Very Large Data Bases
Similarity measure and instance selection for collaborative filtering
WWW '03 Proceedings of the 12th international conference on World Wide Web
Convergent algorithms for collaborative filtering
Proceedings of the 4th ACM conference on Electronic commerce
Similarity of personal preferences: theoretical foundations and empirical analysis
Artificial Intelligence
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
An Adaptive Recommendation System without Explicit Acquisition of User Relevance Feedback
Distributed and Parallel Databases
Collaborative filtering via gaussian probabilistic latent semantic analysis
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Recommender systems: a market-based design
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
A comparative assessment of classification methods
Decision Support Systems
An image retrieval method based on analysis of feedback sequence log
Pattern Recognition Letters
Designing information spaces
Intelligent exploration of the web
Dependency networks for inference, collaborative filtering, and data visualization
The Journal of Machine Learning Research
Recommender systems using linear classifiers
The Journal of Machine Learning Research
On inclusion-driven learning of bayesian networks
The Journal of Machine Learning Research
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
The Hybrid Poisson Aspect Model for Personalized Shopping Recommendation
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Privacy-Preserving Collaborative Filtering Using Randomized Perturbation Techniques
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Probabilistic Memory-Based Collaborative Filtering
IEEE Transactions on Knowledge and Data Engineering
Nantonac collaborative filtering: recommendation based on order responses
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative filtering with decoupled models for preferences and ratings
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Knowing a tree from the forest: art image retrieval using a society of profiles
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Latent semantic models for collaborative filtering
ACM Transactions on Information Systems (TOIS)
ACM Transactions on Information Systems (TOIS)
Item-based top-N recommendation algorithms
ACM Transactions on Information Systems (TOIS)
An efficient boosting algorithm for combining preferences
The Journal of Machine Learning Research
Learning User Similarity and Rating Style for Collaborative Recommendation
Information Retrieval
A comparison of several predictive algorithms for collaborative filtering on multi-valued ratings
Proceedings of the 2004 ACM symposium on Applied computing
An iterative rating method: application to web-based conference management
Proceedings of the 2004 ACM symposium on Applied computing
Vineyard: A Collaborative Filtering Service Platform in Distributed Environment
SAINT-W '04 Proceedings of the 2004 Symposium on Applications and the Internet-Workshops (SAINT 2004 Workshops)
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
A graph model for E-commerce recommender systems
Journal of the American Society for Information Science and Technology
Shilling recommender systems for fun and profit
Proceedings of the 13th international conference on World Wide Web
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
A Maximum Entropy Approach for Collaborative Filtering
Journal of VLSI Signal Processing Systems
User Involvement in Automatic Filtering: An Experimental Study
User Modeling and User-Adapted Interaction
Enhancing digital libraries with TechLens+
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Enhancing Product Recommender Systems on Sparse Binary Data
Data Mining and Knowledge Discovery
Using mixture models for collaborative filtering
STOC '04 Proceedings of the thirty-sixth annual ACM symposium on Theory of computing
A collaborative filtering algorithm and evaluation metric that accurately model the user experience
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
An automatic weighting scheme for collaborative filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A nonparametric hierarchical bayesian framework for information filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A music recommender based on audio features
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A joint framework for collaborative and content filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A study of methods for normalizing user ratings in collaborative filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
Supporting travel decision making through personalized recommendation
Designing personalized user experiences in eCommerce
Improving collaborative recommender systems by means of user profiles
Designing personalized user experiences in eCommerce
PipeCF: a scalable DHT-based collaborative filtering recommendation system
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
An Accurate and Scalable Collaborative Recommender
Artificial Intelligence Review
An Evaluation of Neighbourhood Formation on the Performance of Collaborative Filtering
Artificial Intelligence Review
TiVo: making show recommendations using a distributed collaborative filtering architecture
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Unifying collaborative and content-based filtering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Tractable learning of large Bayes net structures from sparse data
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Feature selection, L1 vs. L2 regularization, and rotational invariance
ICML '04 Proceedings of the twenty-first international conference on Machine learning
The multiple multiplicative factor model for collaborative filtering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Recommender Systems Research: A Connection-Centric Survey
Journal of Intelligent Information Systems
Multi-Attribute Dynamic Pricing for Online Markets Using Intelligent Agents
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
CROC: A New Evaluation Criterion for Recommender Systems
Electronic Commerce Research
Collaborative recommendation: A robustness analysis
ACM Transactions on Internet Technology (TOIT)
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Taxonomy-driven computation of product recommendations
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A symbolic approach for content-based information filtering
Information Processing Letters
A Bayesian approach toward active learning for collaborative filtering
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Maximum entropy for collaborative filtering
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Collaborative Filtering Using a Regression-Based Approach
Knowledge and Information Systems
Proceedings of the 10th international conference on Intelligent user interfaces
A personalized collaborative digital library environment: a model and an application
Information Processing and Management: an International Journal - Special issue: An Asian digital libraries perspective
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Improving recommendation lists through topic diversification
WWW '05 Proceedings of the 14th international conference on World Wide Web
CubeSVD: a novel approach to personalized Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Using information retrieval techniques for supporting data mining
Data & Knowledge Engineering
Clustering for probabilistic model estimation for CF
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
SVD-based collaborative filtering with privacy
Proceedings of the 2005 ACM symposium on Applied computing
Incremental collaborative filtering for mobile devices
Proceedings of the 2005 ACM symposium on Applied computing
A trust-enhanced recommender system application: Moleskiing
Proceedings of the 2005 ACM symposium on Applied computing
IEEE Transactions on Knowledge and Data Engineering
A Statistical Model for User Preference
IEEE Transactions on Knowledge and Data Engineering
Scalable collaborative filtering using cluster-based smoothing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Self-organizing distributed collaborative filtering
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
A market-based approach to recommender systems
ACM Transactions on Information Systems (TOIS)
Modeling and predicting personal information dissemination behavior
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Information retrieval based on collaborative filtering with latent interest semantic map
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Evaluating similarity measures: a large-scale study in the orkut social network
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Personalization technologies: a process-oriented perspective
Communications of the ACM - The digital society
Using PACT in an e-commerce recommendation system
ICEC '05 Proceedings of the 7th international conference on Electronic commerce
Designing and evaluating kalas: A social navigation system for food recipes
ACM Transactions on Computer-Human Interaction (TOCHI)
Social matching: A framework and research agenda
ACM Transactions on Computer-Human Interaction (TOCHI)
Feature-based recommendation system
Proceedings of the 14th ACM international conference on Information and knowledge management
Time weight collaborative filtering
Proceedings of the 14th ACM international conference on Information and knowledge management
Naive Bayes models for probability estimation
ICML '05 Proceedings of the 22nd international conference on Machine learning
Compound Classification Models for Recommender Systems
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Scalable Collaborative Filtering Framework Based on Co-Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Rascal: A Recommender Agent for Agile Reuse
Artificial Intelligence Review
Neural Networks - 2004 Special issue: New developments in self-organizing systems
Detecting noise in recommender system databases
Proceedings of the 11th international conference on Intelligent user interfaces
A Large-Scale Evaluation of Acoustic and Subjective Music-Similarity Measures
Computer Music Journal
Incremental click-stream tree model: Learning from new users for web page prediction
Distributed and Parallel Databases
Relevance search and anomaly detection in bipartite graphs
ACM SIGKDD Explorations Newsletter
A data mining course for computer science: primary sources and implementations
Proceedings of the 37th SIGCSE technical symposium on Computer science education
Accounting for taste: using profile similarity to improve recommender systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Being accurate is not enough: how accuracy metrics have hurt recommender systems
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Retroactive answering of search queries
Proceedings of the 15th international conference on World Wide Web
Mining clickthrough data for collaborative web search
Proceedings of the 15th international conference on World Wide Web
CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
IEEE Intelligent Systems
A study of mixture models for collaborative filtering
Information Retrieval
The Visual Decision Maker: a recommendation system for collocated users
DUX '05 Proceedings of the 2005 conference on Designing for User eXperience
Distributed collaborative filtering for peer-to-peer file sharing systems
Proceedings of the 2006 ACM symposium on Applied computing
Active learning via transductive experimental design
ICML '06 Proceedings of the 23rd international conference on Machine learning
Latent semantic analysis for multiple-type interrelated data objects
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Unifying user-based and item-based collaborative filtering approaches by similarity fusion
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Personalized recommendation driven by information flow
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Tensor-CUR decompositions for tensor-based data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Naïve filterbots for robust cold-start recommendations
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Recency-based collaborative filtering
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
A new approach for combining content-based and collaborative filters
Journal of Intelligent Information Systems
Fuzzy methods for case-based recommendation and decision support
Journal of Intelligent Information Systems
Probabilistic information retrieval approach for ranking of database query results
ACM Transactions on Database Systems (TODS)
Don't look stupid: avoiding pitfalls when recommending research papers
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
Automatic computation of semantic proximity using taxonomic knowledge
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Support vector machines for collaborative filtering
Proceedings of the 44th annual Southeast regional conference
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors
Interacting with Computers
Web Semantics: Science, Services and Agents on the World Wide Web
DCFLA: A distributed collaborative-filtering neighbor-locating algorithm
Information Sciences: an International Journal
Journal of Network and Computer Applications
Investigating interactions of trust and interest similarity
Decision Support Systems
Using virtual characters in personalized recommendations
Proceedings of the 38th SIGCSE technical symposium on Computer science education
Expert Systems with Applications: An International Journal
A probabilistic music recommender considering user opinions and audio features
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
VCR: Virtual community recommender using the technology acceptance model and the user's needs type
Expert Systems with Applications: An International Journal
INFORMS Journal on Computing
On the enhancement of collaborative filtering by demographic data
Web Intelligence and Agent Systems
PolyLens: a recommender system for groups of users
ECSCW'01 Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work
Demographic prediction based on user's browsing behavior
Proceedings of the 16th international conference on World Wide Web
Internet-scale collection of human-reviewed data
Proceedings of the 16th international conference on World Wide Web
Google news personalization: scalable online collaborative filtering
Proceedings of the 16th international conference on World Wide Web
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
Using SVD and demographic data for the enhancement of generalized Collaborative Filtering
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Eliciting Informative Feedback: The Peer-Prediction Method
Management Science
Recommender systems and their impact on sales diversity
Proceedings of the 8th ACM conference on Electronic commerce
Recommenders in a personalized, collaborative digital library environment
Journal of Intelligent Information Systems
User Modeling and User-Adapted Interaction
Buyer agent to enhance consumer awareness: SAATHI
Electronic Commerce Research and Applications
New Recommendation Techniques for Multicriteria Rating Systems
IEEE Intelligent Systems
Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders
IEEE Transactions on Knowledge and Data Engineering
Effective missing data prediction for collaborative filtering
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Similarity Measure and Instance Selection for Collaborative Filtering
International Journal of Electronic Commerce
Generating semantically enriched user profiles for Web personalization
ACM Transactions on Internet Technology (TOIT)
Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness
ACM Transactions on Internet Technology (TOIT)
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Applying collaborative filtering techniques to movie search for better ranking and browsing
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Selectively acquiring ratings for product recommendation
Proceedings of the ninth international conference on Electronic commerce
REFEREE: an open framework for practical testing of recommender systems using ResearchIndex
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Supporting collaborative hierarchical classification: Bookmarks as an example
Computer Networks: The International Journal of Computer and Telecommunications Networking
ACM Transactions on Information Systems (TOIS)
Improving the prediction performance of customer behavior through multiple imputation
Intelligent Data Analysis
Adaptive preference elicitation for top-K recommendation tasks using GAI-networks
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Trust-aware recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
Complex-network theoretic clustering for identifying groups of similar listeners in p2p systems
Proceedings of the 2007 ACM conference on Recommender systems
A recursive prediction algorithm for collaborative filtering recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
Addressing uncertainty in implicit preferences
Proceedings of the 2007 ACM conference on Recommender systems
Improving new user recommendations with rule-based induction on cold user data
Proceedings of the 2007 ACM conference on Recommender systems
A probabilistic model for item-based recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
The DYNAMOS approach to support context-aware service provisioning in mobile environments
Journal of Systems and Software
Evaluating the impact of different virtual characters in product recommendations
IHC '06 Proceedings of VII Brazilian symposium on Human factors in computing systems
A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce
IEEE Intelligent Systems
Probabilistic ranking of database query results
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Shine: search heterogeneous interrelated entities
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Clustering people according to their preference criteria
Expert Systems with Applications: An International Journal
Developing recommender systems with the consideration of product profitability for sellers
Information Sciences: an International Journal
A group recommendation system with consideration of interactions among group members
Expert Systems with Applications: An International Journal
A Hybrid, Multi-dimensional Recommender for Journal Articles in a Scientific Digital Library
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Applying Cross-Level Association Rule Mining to Cold-Start Recommendations
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Online Discussion Participation Prediction Using Non-negative Matrix Factorization
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Collaborative recommender systems: Combining effectiveness and efficiency
Expert Systems with Applications: An International Journal
Applications of wavelet data reduction in a recommender system
Expert Systems with Applications: An International Journal
A novel collaborative filtering approach for recommending ranked items
Expert Systems with Applications: An International Journal
On discovery of soft associations with "most" fuzzy quantifier for item promotion applications
Information Sciences: an International Journal
Addressing cold-start problem in recommendation systems
Proceedings of the 2nd international conference on Ubiquitous information management and communication
An agent framework for recommendation
TELE-INFO'07 Proceedings of the 6th WSEAS Int. Conference on Telecommunications and Informatics
A new restoration-based recommender system for shopping buddy smart carts
International Journal of Business Information Systems
Content-based personalised recommendation in virtual shopping environment
International Journal of Business Intelligence and Data Mining
Agent-based collaborative filtering based on fuzzy recommendations
International Journal of Web Engineering and Technology
The bandwagon effect of collaborative filtering technology
CHI '08 Extended Abstracts on Human Factors in Computing Systems
User recommendation for collaborative and personalised digital archives
International Journal of Web Based Communities
International Journal of Intelligent Systems Technologies and Applications
Unified relevance models for rating prediction in collaborative filtering
ACM Transactions on Information Systems (TOIS)
Tag-aware recommender systems by fusion of collaborative filtering algorithms
Proceedings of the 2008 ACM symposium on Applied computing
E-learner community exploiting based on collaboration filtering
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Collaborative filtering on streaming data with interest-drifting
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
A collaborative recommender system based on probabilistic inference from fuzzy observations
Fuzzy Sets and Systems
Personalization in an interactive learning environment through a virtual character
Computers & Education
Knowledge reuse for software reuse
Web Intelligence and Agent Systems
Preference networks: probabilistic models for recommendation systems
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Expert Systems with Applications: An International Journal
A collaborative filtering-based approach to personalized document clustering
Decision Support Systems
Decision support for team staffing: An automated relational recommendation approach
Decision Support Systems
Fuzzy-genetic approach to recommender systems based on a novel hybrid user model
Expert Systems with Applications: An International Journal
Evaluation of recommender systems: A new approach
Expert Systems with Applications: An International Journal
Document recommendation for knowledge sharing in personal folder environments
Journal of Systems and Software
Optimizing query rewrites for keyword-based advertising
Proceedings of the 9th ACM conference on Electronic commerce
A contents recommendation scheme using user's affection and shopping motive
Proceedings of the 5th international conference on Pervasive services
EigenRank: a ranking-oriented approach to collaborative filtering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Real-time automatic tag recommendation
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Generalization from Observed to Unobserved Features by Clustering
The Journal of Machine Learning Research
Extended QFD and data-mining-based methods for supplier selection in mass customization
International Journal of Computer Integrated Manufacturing - Networked Manufacturing and Mass Customization in the ECommerce Era: the Chinese Perspective
Using error-correcting dependencies for collaborative filtering
Data & Knowledge Engineering
Probabilistic relevance ranking for collaborative filtering
Information Retrieval
Optimizing customer's selection for configurable product in B2C e-commerce application
Computers in Industry
Learning from What Others Know: Privacy Preserving Cross System Personalization
UM '07 Proceedings of the 11th international conference on User Modeling
A Context-Aware Movie Preference Model Using a Bayesian Network for Recommendation and Promotion
UM '07 Proceedings of the 11th international conference on User Modeling
Modeling Preferences in a Distributed Recommender System
UM '07 Proceedings of the 11th international conference on User Modeling
Comparing State-of-the-Art Collaborative Filtering Systems
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Bayesian Collaborative Predictors for General User Modeling Tasks
Neural Information Processing
How Useful Are Tags? -- An Empirical Analysis of Collaborative Tagging for Web Page Recommendation
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Learning Bidirectional Similarity for Collaborative Filtering
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Filtering Algorithm for Agent-Based Incident Communication Support in Mobile Human Surveillance
MATES '08 Proceedings of the 6th German conference on Multiagent System Technologies
Collaborative Information Filtering: A Review and an Educational Application
International Journal of Artificial Intelligence in Education
Identifying the effects of SVD and demographic data use on generalized collaborative filtering
International Journal of Computer Mathematics
MODELING WEB NAVIGATION USING GRAMMATICAL INFERENCE
Applied Artificial Intelligence
COLLABORATIVE WEB AGENT BASED ON FRIEND NETWORK
Applied Artificial Intelligence
Boosting collaborative filtering based on statistical prediction errors
Proceedings of the 2008 ACM conference on Recommender systems
Tied boltzmann machines for cold start recommendations
Proceedings of the 2008 ACM conference on Recommender systems
Mining recommendations from the web
Proceedings of the 2008 ACM conference on Recommender systems
Tag recommendations based on tensor dimensionality reduction
Proceedings of the 2008 ACM conference on Recommender systems
A random walk method for alleviating the sparsity problem in collaborative filtering
Proceedings of the 2008 ACM conference on Recommender systems
Flexible recommendations over rich data
Proceedings of the 2008 ACM conference on Recommender systems
Matrix factorization and neighbor based algorithms for the netflix prize problem
Proceedings of the 2008 ACM conference on Recommender systems
The value of personalised recommender systems to e-business: a case study
Proceedings of the 2008 ACM conference on Recommender systems
An independent platform for the monitoring, analysis and adaptation of web sites
Proceedings of the 2008 ACM conference on Recommender systems
Improving top-n recommendation techniques using rating variance
Proceedings of the 2008 ACM conference on Recommender systems
SoRec: social recommendation using probabilistic matrix factorization
Proceedings of the 17th ACM conference on Information and knowledge management
Re-considering neighborhood-based collaborative filtering parameters in the context of new data
Proceedings of the 17th ACM conference on Information and knowledge management
On exploiting classification taxonomies in recommender systems
AI Communications - Recommender Systems
User language model for collaborative personalized search
ACM Transactions on Information Systems (TOIS)
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Short communication: Recommendation based on rational inferences in collaborative filtering
Knowledge-Based Systems
marService: multiattribute utility recommendation for e-markets
International Journal of Computer Applications in Technology
Multiagent system for learning objects retrieval with context attributes
International Journal of Computer Applications in Technology
Using data mining to provide recommendation service
WSEAS Transactions on Information Science and Applications
Folksonomy-Based Collabulary Learning
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
A Collaborative Filtering Algorithm Based on Global and Domain Authorities
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Context Model Based CF Using HMM for Improved Recommendation
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Imputed Neighborhood Based Collaborative Filtering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Improving Prediction Quality in Collaborative Filtering Based on Clustering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Iterative Neighbourhood Similarity Computation for Collaborative Filtering
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Incremental Collaborative Filtering for Binary Ratings
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Tag recommendations in social bookmarking systems
AI Communications
A Graph-Based Method for Combining Collaborative and Content-Based Filtering
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
InterSynd: a web syndication intermediary that makes recommendations
Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
An iterative semi-explicit rating method for building collaborative recommender systems
Expert Systems with Applications: An International Journal
User credit-based collaborative filtering
Expert Systems with Applications: An International Journal
Case-studies on exploiting explicit customer requirements in recommender systems
User Modeling and User-Adapted Interaction
Discovery-oriented collaborative filtering for improving user satisfaction
Proceedings of the 14th international conference on Intelligent user interfaces
Automatic image annotation using visual content and folksonomies
Multimedia Tools and Applications
Exploiting Positive and Negative Graded Relevance Assessments for Content Recommendation
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Search shortcuts using click-through data
Proceedings of the 2009 workshop on Web Search Click Data
Fuzzy computational models for trust and reputation systems
Electronic Commerce Research and Applications
A collaborative filtering method based on artificial immune network
Expert Systems with Applications: An International Journal
Collaborative filtering based on workflow space
Expert Systems with Applications: An International Journal
SPETA: Social pervasive e-Tourism advisor
Telematics and Informatics
Improving Accuracy of Recommender System by Item Clustering
IEICE - Transactions on Information and Systems
Probabilistic Methods for Financial and Marketing Informatics
Probabilistic Methods for Financial and Marketing Informatics
Matchbox: large scale online bayesian recommendations
Proceedings of the 18th international conference on World wide web
Personalized recommendation on dynamic content using predictive bilinear models
Proceedings of the 18th international conference on World wide web
A recommender system for requirements elicitation in large-scale software projects
Proceedings of the 2009 ACM symposium on Applied Computing
Collaborative filtering using orthogonal nonnegative matrix tri-factorization
Information Processing and Management: an International Journal
"The devil you know knows best": how online recommendations can benefit from social networking
BCS-HCI '07 Proceedings of the 21st British HCI Group Annual Conference on People and Computers: HCI...but not as we know it - Volume 1
Variational Bayesian Approach for Long-Term Relevance Feedback
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Detecting innovative topics based on user-interest ontology
Web Semantics: Science, Services and Agents on the World Wide Web
Collaborative filtering adapted to recommender systems of e-learning
Knowledge-Based Systems
CARES: a ranking-oriented CADAL recommender system
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Software component recommendation using collaborative filtering
SUITE '09 Proceedings of the 2009 ICSE Workshop on Search-Driven Development-Users, Infrastructure, Tools and Evaluation
Scalable pseudo-likelihood estimation in hybrid random fields
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Mind the gaps: weighting the unknown in large-scale one-class collaborative filtering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Grocery shopping recommendations based on basket-sensitive random walk
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-tagging for personalized open social networking
Proceedings of the 20th ACM conference on Hypertext and hypermedia
A mobile location-based information recommendation system based on GPS and WEB2.0 services
WSEAS Transactions on Computers
FlexRecs: expressing and combining flexible recommendations
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Probabilistic Association Rules for Item-Based Recommender Systems
Proceedings of the 2008 conference on STAIRS 2008: Proceedings of the Fourth Starting AI Researchers' Symposium
Substitutes or complements: another step forward in recommendations
Proceedings of the 10th ACM conference on Electronic commerce
A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Modeling Collaborative Similarity with the Signed Resistance Distance Kernel
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Managing uncertainty in group recommending processes
User Modeling and User-Adapted Interaction
Learning to recommend with social trust ensemble
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A relevance model based filter for improving ad quality
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A Collaborative Filtering Algorithm with Phased Forecast
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
A Markov chain model for integrating behavioral targeting into contextual advertising
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Proceedings of the 11th International Conference on Electronic Commerce
Using trust for collaborative filtering in eCommerce
Proceedings of the 11th International Conference on Electronic Commerce
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
Exploring more realistic evaluation measures for collaborative filtering
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Mixed collaborative and content-based filtering with user-contributed semantic features
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Trust representation and aggregation in a distributed agent system
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Review: Personalizing recommendations for tourists
Telematics and Informatics
SoNARS: A Social Networks-Based Algorithm for Social Recommender Systems
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Alleviating Cold-Start Problem by Using Implicit Feedback
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Conference Mining via Generalized Topic Modeling
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Recommender systems: attack types and strategies
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
ItemRank: a random-walk based scoring algorithm for recommender engines
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
AIC'09 Proceedings of the 9th WSEAS international conference on Applied informatics and communications
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
On the foundations of expected expected utility
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Item selection strategies for collaborative filtering
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
REJA: A Georeferenced Hybrid Recommender System for Restaurants
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Real-Time Collaborative Filtering Using Extreme Learning Machine
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Collaborative prediction and ranking with non-random missing data
Proceedings of the third ACM conference on Recommender systems
Pairwise preference regression for cold-start recommendation
Proceedings of the third ACM conference on Recommender systems
TagiCoFi: tag informed collaborative filtering
Proceedings of the third ACM conference on Recommender systems
Search shortcuts: a new approach to the recommendation of queries
Proceedings of the third ACM conference on Recommender systems
A unified approach to building hybrid recommender systems
Proceedings of the third ACM conference on Recommender systems
Assessment of conversation co-mentions as a resource for software module recommendation
Proceedings of the third ACM conference on Recommender systems
Effective diverse and obfuscated attacks on model-based recommender systems
Proceedings of the third ACM conference on Recommender systems
Manipulation-resistant collaborative filtering systems
Proceedings of the third ACM conference on Recommender systems
Learning to recommend with trust and distrust relationships
Proceedings of the third ACM conference on Recommender systems
Trust no one: evaluating trust-based filtering for recommenders
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Information Sciences: an International Journal
Integrating knowledge flow mining and collaborative filtering to support document recommendation
Journal of Systems and Software
Expert Systems with Applications: An International Journal
Msuggest: a semantic recommender framework for traditional chinese medicine book search engine
Proceedings of the 18th ACM conference on Information and knowledge management
Probabilistic latent preference analysis for collaborative filtering
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the 18th ACM conference on Information and knowledge management
A social recommendation framework based on multi-scale continuous conditional random fields
Proceedings of the 18th ACM conference on Information and knowledge management
ExSearch: a novel vertical search engine for online barter business
Proceedings of the 18th ACM conference on Information and knowledge management
A collaborative filtering approach to ad recommendation using the query-ad click graph
Proceedings of the 18th ACM conference on Information and knowledge management
Beyond the stars: exploiting free-text user reviews to improve the accuracy of movie recommendations
Proceedings of the 1st international CIKM workshop on Topic-sentiment analysis for mass opinion
Spatial processes for recommender systems
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Incorporating user behaviors in new word detection
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Combination of Web page recommender systems
Expert Systems with Applications: An International Journal
MINLIP: Efficient Learning of Transformation Models
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Vocabulary Learning Environment with Collaborative Filtering for Support of Self-regulated Learning
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Language Models of Collaborative Filtering
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks
DS '09 Proceedings of the 12th International Conference on Discovery Science
Item-Based and User-Based Incremental Collaborative Filtering for Web Recommendations
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
New Hybrid Recommender Approaches: An Application to Equity Funds Selection
ADT '09 Proceedings of the 1st International Conference on Algorithmic Decision Theory
Integrated Recommender Systems Based on Ontology and Usage Mining
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
A brief survey of computational approaches in social computing
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Topic-based web page recommendation using tags
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Qualitative analysis of user-based and item-based prediction algorithms for recommendation agents
Engineering Applications of Artificial Intelligence
Detection of the customer time-variant pattern for improving recommender systems
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An ambient software monitoring system for unsupervised user modelling
Expert Systems with Applications: An International Journal
A personalized recommendation system based on product taxonomy for one-to-one marketing online
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Weighted class based hybrid algorithm for top-N recommender systems
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Recommendation method that considers the context of product purchases
WSEAS Transactions on Information Science and Applications
Music recommendation based on acoustic features and user access patterns
IEEE Transactions on Audio, Speech, and Language Processing
Experiments on the preference-based organization interface in recommender systems
ACM Transactions on Computer-Human Interaction (TOCHI)
A modified fuzzy C-means algorithm for collaborative filtering
Proceedings of the 2nd KDD Workshop on Large-Scale Recommender Systems and the Netflix Prize Competition
Investigation of various matrix factorization methods for large recommender systems
Proceedings of the 2nd KDD Workshop on Large-Scale Recommender Systems and the Netflix Prize Competition
A survey of collaborative filtering techniques
Advances in Artificial Intelligence
Translating a knowledge base into HTML
Knowledge-Based Systems
Use of social network information to enhance collaborative filtering performance
Expert Systems with Applications: An International Journal
A Survey of Accuracy Evaluation Metrics of Recommendation Tasks
The Journal of Machine Learning Research
Bundle Methods for Regularized Risk Minimization
The Journal of Machine Learning Research
Cross system personalization and collaborative filtering by learning manifold alignments
KI'06 Proceedings of the 29th annual German conference on Artificial intelligence
Learning user similarity and rating style for collaborative recommendation
ECIR'03 Proceedings of the 25th European conference on IR research
An empirical study of data smoothing methods for memory-based and hybrid collaborative filtering
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
User preference through Bayesian categorization for recommendation
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Interfaces for eliciting new user preferences in recommender systems
UM'03 Proceedings of the 9th international conference on User modeling
Product recommendation with interactive query management and twofold similarity
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Mining the customer's up-to-moment preferences for e-commerce recommendation
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Personalized communities in a distributed recommender system
ECIR'07 Proceedings of the 29th European conference on IR research
Collaborative filtering based on transitive correlations between items
ECIR'07 Proceedings of the 29th European conference on IR research
An effective threshold-based neighbor selection in collaborative filtering
ECIR'07 Proceedings of the 29th European conference on IR research
Collaborative filtering with the simple Bayesian classifier
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Privacy enhancing profile disclosure
PET'02 Proceedings of the 2nd international conference on Privacy enhancing technologies
A new algorithm for performing ratings-based collaborative filtering
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Data mining for web personalization
The adaptive web
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Hybrid web recommender systems
The adaptive web
Error-based collaborative filtering algorithm for top-N recommendation
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Using trust in collaborative filtering recommendation
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Collaborative filtering using electrical resistance network models
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Factorizing personalized Markov chains for next-basket recommendation
Proceedings of the 19th international conference on World wide web
Knowledge flow-based document recommendation for knowledge sharing
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
A collaborative recommender system based on asymmetric user similarity
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Impact of relevance measures on the robustness and accuracy of collaborative filtering
EC-Web'07 Proceedings of the 8th international conference on E-commerce and web technologies
An effective algorithm for dimensional reduction in collaborative filtering
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
A random-walk based scoring algorithm applied to recommender engines
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Towards a scalable kNN CF algorithm: exploring effective applications of clustering
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
On a probabilistic combination of prediction sources
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Unified collaborative filtering model based on combination of latent features
Expert Systems with Applications: An International Journal
Metrics for evaluating the serendipity of recommendation lists
JSAI'07 Proceedings of the 2007 conference on New frontiers in artificial intelligence
Entropy based fuzzy C-Mean for item-based collaborative filtering
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Design and implementation of a tour planning system for telematics users
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Moment similarity of random variables to solve cold-start problems in collaborative filtering
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Ordinal Boltzmann Machines for collaborative filtering
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Incorporating similarity and trust for collaborative filtering
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
A recommender system based on multi-features
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
Collaborative filtering based on an iterative prediction method to alleviate the sparsity problem
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Collaborative reliability prediction of service-oriented systems
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Assessing regret-based preference elicitation with the UTPREF recommendation system
Proceedings of the 11th ACM conference on Electronic commerce
Implicit culture for information agents
Intelligent information agents
Connecting users and items with weighted tags for personalized item recommendations
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Scholarly paper recommendation via user's recent research interests
Proceedings of the 10th annual joint conference on Digital libraries
Coauthorship networks and academic literature recommendation
Electronic Commerce Research and Applications
A new collaborative filtering metric that improves the behavior of recommender systems
Knowledge-Based Systems
Resource Allocation Policies for Personalization in Content Delivery Sites
Information Systems Research
Fast online learning through offline initialization for time-sensitive recommendation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
International Journal of Approximate Reasoning
Privacy-preserving collaborative recommender systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A review of evolutionary and immune-inspired information filtering
Natural Computing: an international journal
The task-dependent effect of tags and ratings on social media access
ACM Transactions on Information Systems (TOIS)
Information Sciences: an International Journal
Supporting multimedia recommender systems with peer-level annotations
WebMedia '09 Proceedings of the XV Brazilian Symposium on Multimedia and the Web
Social Recommendation with Interpersonal Influence
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Recommendations Over Domain Specific User Graphs
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Three challenges in data mining
Frontiers of Computer Science in China
From frequency to meaning: vector space models of semantics
Journal of Artificial Intelligence Research
The effect of sparsity on collaborative filtering metrics
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
Aggregating preference graphs for collaborative rating prediction
Proceedings of the fourth ACM conference on Recommender systems
Automatically building research reading lists
Proceedings of the fourth ACM conference on Recommender systems
A belief propagation based recommender system for online services
Proceedings of the fourth ACM conference on Recommender systems
Personalizing the settings for Cf-based recommender systems
Proceedings of the fourth ACM conference on Recommender systems
A novel recommender system fusing the opinions from experts and ordinary people
Proceedings of the Workshop on Context-Aware Movie Recommendation
Proceedings of the Workshop on Context-Aware Movie Recommendation
Classical music for rock fans?: novel recommendations for expanding user interests
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Music recommendation by unified hypergraph: combining social media information and music content
Proceedings of the international conference on Multimedia
Smart e-learning using recommender system
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
From netflix to heart attacks: collaborative filtering in medical datasets
Proceedings of the 1st ACM International Health Informatics Symposium
Service selection decision support in the internet of services
GECON'10 Proceedings of the 7th international conference on Economics of grids, clouds, systems, and services
Multi-criteria retrieval in cultural heritage recommendation systems
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part II
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
A Weighted Principal Component Analysis and Its Application to Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Automatic tag recommendation algorithms for social recommender systems
ACM Transactions on the Web (TWEB)
Recommending friends and locations based on individual location history
ACM Transactions on the Web (TWEB)
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
Construction and experiment of a spoken consulting dialogue system
IWSDS'10 Proceedings of the Second international conference on Spoken dialogue systems for ambient environments
An improved similarity algorithm based on hesitation degree for user-based collaborative filtering
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Fingerprinting ratings for collaborative filtering: theoretical and empirical analysis
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Achieving optimal privacy in trust-aware social recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
A rough sets approach to user preference modeling
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Expert Systems with Applications: An International Journal
Recommender systems with social regularization
Proceedings of the fourth ACM international conference on Web search and data mining
CMAP: effective fusion of quality and relevance for multi-criteria recommendation
Proceedings of the fourth ACM international conference on Web search and data mining
Predicting future reviews: sentiment analysis models for collaborative filtering
Proceedings of the fourth ACM international conference on Web search and data mining
Analysis of robustness in trust-based recommender systems
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
A probabilistic approach to semantic collaborative filtering using world knowledge
Journal of Information Science
Robustness analysis of model-based collaborative filtering systems
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Membership enhancement with exponential fuzzy clustering for collaborative filtering
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Application of random walks to decentralized recommender systems
OPODIS'10 Proceedings of the 14th international conference on Principles of distributed systems
User-based Collaborative Filtering: Sparsity and Performance
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
A Neural Network Hybrid Recommender System
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Novelty and Diversity in Top-N Recommendation -- Analysis and Evaluation
ACM Transactions on Internet Technology (TOIT)
Modeling spoken decision making dialogue and optimization of its dialogue strategy
SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Personalized context-aware QoS prediction for web services based on collaborative filtering
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
TopRecs: Top-k algorithms for item-based collaborative filtering
Proceedings of the 14th International Conference on Extending Database Technology
Personalized recommendation of popular blog articles for mobile applications
Information Sciences: an International Journal
Collaborative user modeling with user-generated tags for social recommender systems
Expert Systems with Applications: An International Journal
Learning to recommend with explicit and implicit social relations
ACM Transactions on Intelligent Systems and Technology (TIST)
Improving Recommender Systems by Incorporating Social Contextual Information
ACM Transactions on Information Systems (TOIS)
Modeling spoken decision support dialogue and optimization of its dialogue strategy
ACM Transactions on Speech and Language Processing (TSLP)
A tag recommendation approach based on social semantic web
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization
Data Mining and Knowledge Discovery
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
Electronic Commerce Research and Applications
Collaborative error-reflected models for cold-start recommender systems
Decision Support Systems
Optimal recommender systems blending
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Personalised rating prediction for new users using latent factor models
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Text retrieval methods for item ranking in collaborative filtering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Web recommendation based on back propagation neural networks
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Probabilistic factor models for web site recommendation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Functional matrix factorizations for cold-start recommendation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
UPS: efficient privacy protection in personalized web search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Utilizing marginal net utility for recommendation in e-commerce
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
SFViz: interest-based friends exploration and recommendation in social networks
Proceedings of the 2011 Visual Information Communication - International Symposium
Information seeking: convergence of search, recommendations, and advertising
Communications of the ACM
Latent subject-centered modeling of collaborative tagging: An application in social search
ACM Transactions on Management Information Systems (TMIS)
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Leveraging collaborative filtering to tag-based personalized search
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective
ACM Transactions on Asian Language Information Processing (TALIP)
A new collaborative filtering recommendation approach based on naive Bayesian method
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Users' (Dis)satisfaction with the personalTV application: Combining objective and subjective data
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
Social TV: The impact of social awareness on content navigation within IPTV systems
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
A comprehensive reference model for personalized recommender systems
HI'11 Proceedings of the 2011 international conference on Human interface and the management of information - Volume Part I
Cyclical Bid Adjustments in Search-Engine Advertising
Management Science
Distributed scalable collaborative filtering algorithm
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Using rich social media information for music recommendation via hypergraph model
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Making use of associative classifiers in order to alleviate typical drawbacks in recommender systems
Expert Systems with Applications: An International Journal
Generalizing matrix factorization through flexible regression priors
Proceedings of the fifth ACM conference on Recommender systems
Product recommendation and rating prediction based on multi-modal social networks
Proceedings of the fifth ACM conference on Recommender systems
Multi-criteria service recommendation based on user criteria preferences
Proceedings of the fifth ACM conference on Recommender systems
Rank and relevance in novelty and diversity metrics for recommender systems
Proceedings of the fifth ACM conference on Recommender systems
Rethinking the recommender research ecosystem: reproducibility, openness, and LensKit
Proceedings of the fifth ACM conference on Recommender systems
A market-based approach to address the new item problem
Proceedings of the fifth ACM conference on Recommender systems
Effective event discovery: using location and social information for scoping event recommendations
Proceedings of the fifth ACM conference on Recommender systems
Utilizing related products for post-purchase recommendation in e-commerce
Proceedings of the fifth ACM conference on Recommender systems
Searching for software learning resources using application context
Proceedings of the 24th annual ACM symposium on User interface software and technology
Active Machine Learning for Consideration Heuristics
Marketing Science
Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Bayesian latent variable models for collaborative item rating prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
Collaborative filtering based on significances
Information Sciences: an International Journal
Recommendation agent impact on consumer online shopping: The Movie Magic case study
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fusing Recommendations for Social Bookmarking Web Sites
International Journal of Electronic Commerce
What is a "Musical World"? An affinity propagation approach
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Social and behavioural media access
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
CFW: a collaborative filtering system using posteriors over weights of evidence
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
An MDP-based recommender system
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Dependency networks for collaborative filtering and data visualization
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Collaborative filtering by personality diagnosis: a hybrid memory- and model-based approach
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Symmetric collaborative filtering using the noisy sensor model
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
A new criteria for selecting neighborhood in memory-based recommender systems
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Extended precision quality measure for recommender systems
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Implicit rating – a case study
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Exploiting rating behaviors for effective collaborative filtering
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Interest-based user grouping model for collaborative filtering in digital libraries
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Proposal of a recommender system simulator based on a small-world model
Artificial Life and Robotics
Learning approximate MRFs from large transaction data
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Personalization method for tourist point of interest (POI) recommendation
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Context-aware movie recommendation based on signal processing and machine learning
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Temporal rating habits: a valuable tool for rating discrimination
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Active collaborative filtering
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Preference-based graphic models for collaborative filtering
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Collaborative filtering on data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Integrating collaborate and content-based filtering for personalized information recommendation
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
An effective recommendation algorithm for clustering-based recommender systems
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Content-based recommendation in e-commerce
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Research paper recommender systems: a subspace clustering approach
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
A probabilistic model for music recommendation considering audio features
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Courseware recommendation in e-learning system
ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
A collaborative filtering approach to mitigate the new user cold start problem
Knowledge-Based Systems
A strategy-oriented operation module for recommender systems in E-commerce
Computers and Operations Research
Influence maximization through identifying seed nodes from implicit social networks
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Optimizing collaborative filtering by interpolating the individual and group behaviors
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
IRFCF: iterative rating filling collaborative filtering algorithm
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Map-Based recommendation of hyperlinked document collections
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
A preference-based recommender system
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
Enhanced prediction algorithm for item-based collaborative filtering recommendation
EC-Web'06 Proceedings of the 7th international conference on E-Commerce and Web Technologies
KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Personalized recommendation based on partial similarity of interests
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
To each his own: personalized content selection based on text comprehensibility
Proceedings of the fifth ACM international conference on Web search and data mining
Social media filtering based on collaborative tagging in semantic space
Multimedia Tools and Applications
Interest-based real-time content recommendation in online social communities
Knowledge-Based Systems
Hybrid music filtering for recommendation based ubiquitous computing environment
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Collaborative filtering: the aim of recommender systems and the significance of user ratings
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Goal-driven collaborative filtering – a directional error based approach
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
A novel multi-agent community building scheme based on collaboration filtering
ICWL'05 Proceedings of the 4th international conference on Advances in Web-Based Learning
An adaptive spreading activation scheme for performing more effective collaborative recommendation
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Asknext: An agent protocol for social search
Information Sciences: an International Journal
Recommender systems using support vector machines
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Exploiting probabilistic latent information for the construction of community web directories
UM'05 Proceedings of the 10th international conference on User Modeling
Switching and Learning in Feedback Systems
Collaborative machine learning
From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Using latent class models for neighbors selection in collaborative filtering
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
A decision-based approach for recommending in hierarchical domains
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Re-using implicit knowledge in short-term information profiles for context-sensitive tasks
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Collaborative Filtering with a User-Item Matrix Reduction Technique
International Journal of Electronic Commerce
Incremental collaborative filtering for highly-scalable recommendation algorithms
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Dynamic fuzzy clustering for recommender systems
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A general framework of targeted marketing
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Optimizing collaborative filtering recommender systems
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Intelligent techniques for web personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Collaborative filtering using associative neural memory
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
A symbolic hybrid approach to face the new user problem in recommender systems
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Mining the real-time web: A novel approach to product recommendation
Knowledge-Based Systems
Impact of data characteristics on recommender systems performance
ACM Transactions on Management Information Systems (TMIS)
Trust as a key to improving recommendation systems
iTrust'05 Proceedings of the Third international conference on Trust Management
Alleviating the sparsity problem of collaborative filtering using trust inferences
iTrust'05 Proceedings of the Third international conference on Trust Management
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Combining demographic data with collaborative filtering for automatic music recommendation
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Predicting correctness of problem solving in ITS with a temporal collaborative filtering approach
ITS'10 Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I
BioLog: a browser based collaboration and resource navigation assistant for biomedical researchers
DILS'05 Proceedings of the Second international conference on Data Integration in the Life Sciences
Intelligent delivery of multimedia content in a device aware ubiquitous environment
MIS'05 Proceedings of the 11th international conference on Advances in Multimedia Information Systems
Collaborative filtering CAPTCHAs
HIP'05 Proceedings of the Second international conference on Human Interactive Proofs
Unifying and targeting cultural activities via events modelling and profiling
Multimedia Tools and Applications
The state-of-the-art in personalized recommender systems for social networking
Artificial Intelligence Review
Incorporating context into recommender systems: an empirical comparison of context-based approaches
Electronic Commerce Research
A recommender system based on historical usage data for web service discovery
Service Oriented Computing and Applications
UP-DRES: user profiling for a dynamic REcommendation system
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
A generative graphical model for collaborative filtering of visual content
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Combining case-based and similarity-based product recommendation
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Data sparsity issues in the collaborative filtering framework
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
MadLINQ: large-scale distributed matrix computation for the cloud
Proceedings of the 7th ACM european conference on Computer Systems
Measuring the validity of peer-to-peer data for information retrieval applications
Computer Networks: The International Journal of Computer and Telecommunications Networking
A latent model for collaborative filtering
International Journal of Approximate Reasoning
The pyramid collaborative filtering method: toward an efficient e-course
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
ICSR'06 Proceedings of the 9th international conference on Reuse of Off-the-Shelf Components
An effective recommendation algorithm for improving prediction quality
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Expert Systems with Applications: An International Journal
Adaptive neuro-fuzzy pedagogical recommender
Expert Systems with Applications: An International Journal
A user-item relevance model for log-based collaborative filtering
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Learning to make social recommendations: a model-based approach
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
User graph regularized pairwise matrix factorization for item recommendation
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
A recommendation algorithm combining clustering method and slope one scheme
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
A levelwise spectral co-clustering algorithm for collaborative filtering
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
Analyzing tag distributions in folksonomies for resource classification
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
An exploration of improving collaborative recommender systems via user-item subgroups
Proceedings of the 21st international conference on World Wide Web
Improving item recommendation based on social tag ranking
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Electronic Commerce Research and Applications
Investigating the influence of QoS on personal evaluation behaviour in a mobile context
Multimedia Tools and Applications
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
Multimedia Tools and Applications
Using past-prediction accuracy in recommender systems
Information Sciences: an International Journal
To switch or not to switch: understanding social influence in online choices
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
RecDB: towards DBMS support for online recommender systems
PhD '12 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium
Distributed goal-oriented computing
Journal of Systems and Software
Personalization of social media
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
Using inferred tag ratings to improve user-based collaborative filtering
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users
Proceedings of the 27th Annual ACM Symposium on Applied Computing
A collaborative filtering recommendation system by unifying user similarity and item similarity
WAIM'11 Proceedings of the 2011 international conference on Web-Age Information Management
Kernel-Mapping Recommender system algorithms
Information Sciences: an International Journal
Stochastic search for global neighbors selection in collaborative filtering
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Proceedings of the 15th International Conference on Extending Database Technology
gRecs: a group recommendation system based on user clustering
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part II
A recommender mechanism for service selection in service-oriented environments
Future Generation Computer Systems
An adaptive approach to dealing with unstable behaviour of users in collaborative filtering systems
Journal of Information Science
Semantic relationship discovery with wikipedia structure
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Recommender systems: missing data and statistical model estimation
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
A framework for collaborative filtering recommender systems
Expert Systems with Applications: An International Journal
A group recommendation system for online communities
International Journal of Information Management: The Journal for Information Professionals
Group topic modeling for academic knowledge discovery
Applied Intelligence
Multimedia Tools and Applications
Who will be participating next?: predicting the participation of Dark Web community
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security Informatics
Personalized news recommendation: a review and an experimental investigation
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Neural expert networks for faster combined collaborative and content-based recommendation
Journal of Computational Methods in Sciences and Engineering
HeteRecom: a semantic-based recommendation system in heterogeneous networks
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Ranking importance based information on the world wide web
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Exploring social influence for recommendation: a generative model approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Preference relation based matrix factorization for recommender systems
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
Generic subset ranking using binary classifiers
Theoretical Computer Science
Trust-based local and social recommendation
Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web
Design and evaluation of a group recommender system
Proceedings of the sixth ACM conference on Recommender systems
Swarming to rank for recommender systems
Proceedings of the sixth ACM conference on Recommender systems
RevMiner: an extractive interface for navigating reviews on a smartphone
Proceedings of the 25th annual ACM symposium on User interface software and technology
User participation prediction in online forums
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Stability of Recommendation Algorithms
ACM Transactions on Information Systems (TOIS)
Targeted and scalable information dissemination in a distributed reputation mechanism
Proceedings of the seventh ACM workshop on Scalable trusted computing
Incorporating reliability measurements into the predictions of a recommender system
Information Sciences: an International Journal
A balanced memory-based collaborative filtering similarity measure
International Journal of Intelligent Systems
Smoothing approach to alleviate the meager rating problem in collaborative recommender systems
Future Generation Computer Systems
Journal of the American Society for Information Science and Technology
Location-based recommendation system using Bayesian user's preference model in mobile devices
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
TALMUD: transfer learning for multiple domains
Proceedings of the 21st ACM international conference on Information and knowledge management
Sequential selection of correlated ads by POMDPs
Proceedings of the 21st ACM international conference on Information and knowledge management
Exploring personal impact for group recommendation
Proceedings of the 21st ACM international conference on Information and knowledge management
The efficient imputation method for neighborhood-based collaborative filtering
Proceedings of the 21st ACM international conference on Information and knowledge management
Building a targeted mobile advertising system for location-based services
Decision Support Systems
Adapting vector space model to ranking-based collaborative filtering
Proceedings of the 21st ACM international conference on Information and knowledge management
SmarterDeals: a context-aware deal recommendation system based on the smartercontext engine
CASCON '12 Proceedings of the 2012 Conference of the Center for Advanced Studies on Collaborative Research
Evaluating collaborative filtering recommendations inside large learning object repositories
Information Processing and Management: an International Journal
SPCF: a stepwise partitioning for collaborative filtering to alleviate sparsity problems
Journal of Information Science
Generating virtual ratings from chinese reviews to augment online recommendations
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Social temporal collaborative ranking for context aware movie recommendation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Mining contextual movie similarity with matrix factorization for context-aware recommendation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
An effective recommendation method for cold start new users using trust and distrust networks
Information Sciences: an International Journal
Like-Minded communities: bringing the familiarity and similarity together
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Contextual recommendations for groups
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Fast group recommendations by applying user clustering
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Personalized Reliability Prediction of Web Services
ACM Transactions on Software Engineering and Methodology (TOSEM)
Personal classification space-based collaborative filtering algorithms
International Journal of Computer Applications in Technology
A novel user-based collaborative filtering method by inferring tag ratings
ACM SIGAPP Applied Computing Review
Learning multiple-question decision trees for cold-start recommendation
Proceedings of the sixth ACM international conference on Web search and data mining
An adaptive method for the tag-rating-based recommender system
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Advance missing data processing for collaborative filtering
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Social filtering using social relationship for movie recommendation
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
Combining user preferences and user opinions for accurate recommendation
Electronic Commerce Research and Applications
Modeling and Analyzing User Contexts for Mobile Advertising
International Journal of Handheld Computing Research
User-centric evaluation of a K-furthest neighbor collaborative filtering recommender algorithm
Proceedings of the 2013 conference on Computer supported cooperative work
Context ontologies for recommending from the social web
Proceedings of the 3rd Workshop on Context-awareness in Retrieval and Recommendation
A hybrid recommendation approach for a tourism system
Expert Systems with Applications: An International Journal
Experience beyond knowledge: Pragmatic e-learning systems design with learning experience
Computers in Human Behavior
Using profile expansion techniques to alleviate the new user problem
Information Processing and Management: an International Journal
Cluster searching strategies for collaborative recommendation systems
Information Processing and Management: an International Journal
Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems
Information Processing and Management: an International Journal
Tailoring recommendations to groups of users: a graph walk-based approach
Proceedings of the 2013 international conference on Intelligent user interfaces
LinkedVis: exploring social and semantic career recommendations
Proceedings of the 2013 international conference on Intelligent user interfaces
A new approach for collaborative filtering based on mining frequent itemsets
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Automatic news recommendations via aggregated profiling
Multimedia Tools and Applications
Coauthor prediction for junior researchers
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Group Recommender Model for Boosting and Optimizing Customer Purchases
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Personalization with Dynamic Group Profile
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
User Interest and Topic Detection for Personalized Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Expert Systems with Applications: An International Journal
A comparison of clustering-based privacy-preserving collaborative filtering schemes
Applied Soft Computing
BlueFinder: recommending wikipedia links using DBpedia properties
Proceedings of the 5th Annual ACM Web Science Conference
Recommending social network applications via social filtering mechanisms
Information Sciences: an International Journal
Proceedings of the 28th Annual ACM Symposium on Applied Computing
A hidden Markov model for collaborative filtering
MIS Quarterly
Personalization in multimodal music retrieval
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Knowledge-Based Systems
Feature-based recommendation framework on OLAP
ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Addressing cold-start in app recommendation: latent user models constructed from twitter followers
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
An experimental study on implicit social recommendation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering
Information Processing and Management: an International Journal
Learning to question: leveraging user preferences for shopping advice
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-region collaborative filtering for new point-of-interest recommendation
Proceedings of the 22nd international conference on World Wide Web companion
SoCo: a social network aided context-aware recommender system
Proceedings of the 22nd international conference on World Wide Web
TopRec: domain-specific recommendation through community topic mining in social network
Proceedings of the 22nd international conference on World Wide Web
Predicting purchase behaviors from social media
Proceedings of the 22nd international conference on World Wide Web
A Random Walk Model for Item Recommendation in Social Tagging Systems
ACM Transactions on Management Information Systems (TMIS)
Prediction of atomic web services reliability based on k-means clustering
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
AdaM: adaptive-maximum imputation for neighborhood-based collaborative filtering
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A biased random walk recommender based on rejection sampling
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Enhancing tag-based collaborative filtering via integrated social networking information
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Attribute-based collaborative filtering using genetic algorithm and weighted C-means algorithm
International Journal of Business Information Systems
Proceedings of the 2013 International Symposium on Wearable Computers
Understanding Similarity Metrics in Neighbour-based Recommender Systems
Proceedings of the 2013 Conference on the Theory of Information Retrieval
Trust based recommendation systems
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
PREA: personalized recommendation algorithms toolkit
The Journal of Machine Learning Research
Leveraging biosignal and collaborative filtering for context-aware recommendation
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Automatically recommending multimedia content for use in group reminiscence therap
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Recommending branded products from social media
Proceedings of the 7th ACM conference on Recommender systems
Recommending improved configurations for complex objects with an application in travel planning
Proceedings of the 7th ACM conference on Recommender systems
A food recommender for patients in a care facility
Proceedings of the 7th ACM conference on Recommender systems
Anytime algorithms for top-N recommenders
Proceedings of the 7th ACM conference on Recommender systems
International Journal of Business Information Systems
Lightweight tourism recommendation
International Journal of Web Engineering and Technology
Nearest neighbour based social recommendation using heat diffusion
Proceedings of the 6th ACM India Computing Convention
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Social experiment on advisory recommender system for energy-saving
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
Personalised web search using ACO with information scent
International Journal of Knowledge and Web Intelligence
A probability-based unified framework for semantic search and recommendation
Journal of Information Science
Survey of social search from the perspectives of the village paradigm and online social networks
Journal of Information Science
Mining and recommending software features across multiple web repositories
Proceedings of the 5th Asia-Pacific Symposium on Internetware
A Social-Aware Service Recommendation Approach for Mashup Creation
International Journal of Web Services Research
Question Waves: A multicast query routing algorithm for social search
Information Sciences: an International Journal
Boosting the K-Nearest-Neighborhood based incremental collaborative filtering
Knowledge-Based Systems
A novel Bayesian similarity measure for recommender systems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A unified framework for reputation estimation in online rating systems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
SCMF: sparse covariance matrix factorization for collaborative filtering
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
International Journal of Business Information Systems
On building entity recommender systems using user click log and freebase knowledge
Proceedings of the 7th ACM international conference on Web search and data mining
Improving pairwise learning for item recommendation from implicit feedback
Proceedings of the 7th ACM international conference on Web search and data mining
Social collaborative retrieval
Proceedings of the 7th ACM international conference on Web search and data mining
Customized products recommendation based on probabilistic relevance model
Journal of Intelligent Manufacturing
Using rating matrix compression techniques to speed up collaborative recommendations
Information Retrieval
Bridging memory-based collaborative filtering and text retrieval
Information Retrieval
Cross domain recommendation based on multi-type media fusion
Neurocomputing
Folksonomy-based fuzzy user profiling for improved recommendations
Expert Systems with Applications: An International Journal
Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems
Expert Systems with Applications: An International Journal
Learning theory analysis for association rules and sequential event prediction
The Journal of Machine Learning Research
Proceedings of the 23rd international conference on World wide web
Modeling contextual agreement in preferences
Proceedings of the 23rd international conference on World wide web
Hierarchical graph maps for visualization of collaborative recommender systems
Journal of Information Science
A new user similarity model to improve the accuracy of collaborative filtering
Knowledge-Based Systems
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
Ecological content sequencing: from simulated students to an effective user study
International Journal of Learning Technology
The Adaptive Ontology-Based Personalized Recommender System
Wireless Personal Communications: An International Journal
Review: Mobile recommender systems in tourism
Journal of Network and Computer Applications
YmalDB: exploring relational databases via result-driven recommendations
The VLDB Journal — The International Journal on Very Large Data Bases
QoS-aware service selection via collaborative QoS evaluation
World Wide Web
Clustering-based diversity improvement in top-N recommendation
Journal of Intelligent Information Systems
Designing for video: investigating the contextual cues within viewing situations
Personal and Ubiquitous Computing
Building trust from context similarity measures
Computer Standards & Interfaces
Statistical user model supported by R-Tree structure
Applied Intelligence
Editorial: Preference learning and ranking
Machine Learning
Personalized recommender systems integrating tags and item taxonomy
Web Intelligence and Agent Systems
Tutorial on application-oriented evaluation of recommendation systems
AI Communications
Internal link prediction: A new approach for predicting links in bipartite graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
Multi-user web service selection based on multi-QoS prediction
Information Systems Frontiers
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Collaborative filtering or recommender systems use a database about user preferences to predict additional topics or products a new user might like. In this paper we describe several algorithms designed for this task, including techniques based on correlation coefficients, vector-based similarity calculations, and statistical Bayesian methods. We compare the predictive accuracy of the various methods in a set of representative problem domains. We use two basic classes of evaluation metrics. The first characterizes accuracy over a set of individual predictions in terms of average absolute deviation. The second estimates the utility of a ranked list of suggested items. This metric uses an estimate of the probability that a user will see a recommendation in an ordered list. Experiments were run for datasets associated with 3 application areas, 4 experimental protocols, and the 2 evaluation metr rics for the various algorithms. Results indicate that for a wide range of conditions, Bayesian networks with decision trees at each node and correlation methods outperform Bayesian-clustering and vector-similarity methods. Between correlation and Bayesian networks, the preferred method depends on the nature of the dataset, nature of the application (ranked versus one-by-one presentation), and the availability of votes with which to make predictions. Other considerations include the size of database, speed of predictions, and learning time.