Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Information filtering based on user behavior analysis and best match text retrieval
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Measuring retrieval effectiveness based on user preference of documents
Journal of the American Society for Information Science
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Variations in relevance assessments and the measurement of retrieval effectiveness
Journal of the American Society for Information Science - Special issue: evaluation of information retrieval systems
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
DIS '97 Proceedings of the 2nd conference on Designing interactive systems: processes, practices, methods, and techniques
CSCW '98 Proceedings of the 1998 ACM conference on Computer supported cooperative work
Recommendation as classification: using social and content-based information in recommendation
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Footprints: history-rich tools for information foraging
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
An empirical evaluation of user interfaces for topic management of Web sites
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Horting hatches an egg: a new graph-theoretic approach to collaborative filtering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
Explaining collaborative filtering recommendations
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
Why batch and user evaluations do not give the same results
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating expertise recommendations
GROUP '01 Proceedings of the 2001 International ACM SIGGROUP Conference on Supporting Group Work
Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Getting to know you: learning new user preferences in recommender systems
Proceedings of the 7th international conference on Intelligent user interfaces
Effective personalization based on association rule discovery from web usage data
Proceedings of the 3rd international workshop on Web information and data management
The role of transparency in recommender systems
CHI '02 Extended Abstracts on Human Factors in Computing Systems
Usability Engineering
Handbook of Human-Computer Interaction
Handbook of Human-Computer Interaction
Modern Information Retrieval
Collaborative filtering with privacy via factor analysis
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
Meta-recommendation systems: user-controlled integration of diverse recommendations
Proceedings of the eleventh international conference on Information and knowledge management
On the recommending of citations for research papers
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
Eigentaste: A Constant Time Collaborative Filtering Algorithm
Information Retrieval
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
Experiments in social data mining: The TopicShop system
ACM Transactions on Computer-Human Interaction (TOCHI)
IEEE Internet Computing
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 Collaborative Information Filters
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach
UAI '00 Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence
Dependency networks for inference, collaborative filtering, and data visualization
The Journal of Machine Learning Research
Experiences with GroupLens: marking usenet useful again
ATEC '97 Proceedings of the annual conference on USENIX Annual Technical Conference
Let's stop pushing the envelope and start addressing it: a reference task agenda for HCI
Human-Computer Interaction
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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
Taxonomy-driven computation of product recommendations
Proceedings of the thirteenth ACM international conference on Information and knowledge management
User evaluation of the NASA technical report server recommendation service
Proceedings of the 6th annual ACM international workshop on Web information and data management
Improving recommendation lists through topic diversification
WWW '05 Proceedings of the 14th international conference on World Wide Web
Self Organising Wayfinding Support for Lifelong Learners
Education and Information Technologies
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
A market-based approach to recommender systems
ACM Transactions on Information Systems (TOIS)
Distributed, real-time computation of community preferences
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
Social matching: A framework and research agenda
ACM Transactions on Computer-Human Interaction (TOCHI)
Learning Users' Interests by Quality Classification in Market-Based Recommender Systems
IEEE Transactions on Knowledge and Data Engineering
Time weight collaborative filtering
Proceedings of the 14th ACM international conference on Information and knowledge management
Segment-Based Injection Attacks against Collaborative Filtering 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
Debugging user interface descriptions of knowledge-based recommender applications
Proceedings of the 11th international conference on Intelligent user interfaces
Multicampaign Assignment Problem
IEEE Transactions on Knowledge and Data Engineering
Being accurate is not enough: how accuracy metrics have hurt recommender systems
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Making recommendations better: an analytic model for human-recommender interaction
CHI '06 Extended Abstracts on Human Factors in Computing Systems
Scouts, promoters, and connectors: the roles of ratings in nearest neighbor collaborative filtering
EC '06 Proceedings of the 7th ACM conference on Electronic commerce
A privacy-preserving collaborative filtering scheme with two-way communication
EC '06 Proceedings of the 7th ACM conference on Electronic commerce
CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
IEEE Intelligent Systems
Recommendation-based browsing assistance for corporate knowledge portals
Proceedings of the 2006 ACM symposium on Applied computing
User evaluation of Físchlár-News: An automatic broadcast news delivery system
ACM Transactions on Information Systems (TOIS)
Designing recommender systems for e-commerce: an integration approach
ICEC '06 Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet
Recency-based collaborative filtering
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Discovering task-oriented usage pattern for web recommendation
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Don't look stupid: avoiding pitfalls when recommending research papers
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
Inferring binary trust relationships in Web-based social networks
ACM Transactions on Internet Technology (TOIT)
SuggestBot: using intelligent task routing to help people find work in wikipedia
Proceedings of the 12th international conference on Intelligent user interfaces
DCFLA: A distributed collaborative-filtering neighbor-locating algorithm
Information Sciences: an International Journal
Usage derived recommendations for a video digital library
Journal of Network and Computer Applications
On the enhancement of collaborative filtering by demographic data
Web Intelligence and Agent Systems
Web Intelligence and Agent Systems
Expertise networks in online communities: structure and algorithms
Proceedings of the 16th international conference on World Wide Web
Modeling user behavior in recommender systems based on maximum entropy
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
Scouts, promoters, and connectors: The roles of ratings in nearest-neighbor collaborative filtering
ACM Transactions on the Web (TWEB)
IEEE Transactions on Knowledge and Data Engineering
User Modeling and User-Adapted Interaction
Buyer agent to enhance consumer awareness: SAATHI
Electronic Commerce Research and Applications
Collaborative Filtering Using Dual Information Sources
IEEE Intelligent Systems
New Recommendation Techniques for Multicriteria Rating Systems
IEEE Intelligent Systems
Comparing Recommendation Strategies in a Commercial Context
IEEE Intelligent Systems
MarCol: A Market-Based Recommender System
IEEE Intelligent Systems
An Integrated Environment for the Development of Knowledge-Based Recommender Applications
International Journal of Electronic Commerce
Utilizing Popularity Characteristics for Product Recommendation
International Journal of Electronic Commerce
International Journal of Electronic Commerce
Introduction to intelligent techniques for Web personalization
ACM Transactions on Internet Technology (TOIT)
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)
Using hierarchical clustering for learning theontologies used in recommendation systems
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Transactions on Information Systems (TOIS)
A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem
Information Sciences: an International Journal
Private distributed collaborative filtering using estimated concordance measures
Proceedings of the 2007 ACM conference on Recommender systems
Enhancing privacy and preserving accuracy of a distributed collaborative filtering
Proceedings of the 2007 ACM conference on Recommender systems
Trust-aware recommender systems
Proceedings of the 2007 ACM conference on Recommender systems
Distributed collaborative filtering with domain specialization
Proceedings of the 2007 ACM conference on Recommender systems
Robustness of collaborative recommendation based on association rule mining
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
Case amazon: ratings and reviews as part of recommendations
Proceedings of the 2007 ACM conference on Recommender systems
Influence-based collaborative active learning
Proceedings of the 2007 ACM conference on Recommender systems
Eigentaste 5.0: constant-time adaptability in a recommender system using item clustering
Proceedings of the 2007 ACM conference on Recommender systems
A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce
IEEE Intelligent Systems
Recommendations in taste related domains: collaborative filtering vs. social filtering
Proceedings of the 2007 international ACM conference on Supporting group work
Enhancing the diversity of conversational collaborative recommendations: a comparison
Artificial Intelligence Review
Ontology-supported polarity mining
Journal of the American Society for Information Science and Technology
Research on the Recommending Method Used in C2C Online Trading
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
An architecture for a collaborative bibliographic database
TAPIA '07 Proceedings of the 2007 conference on Diversity in computing
A recommender system based on local random walks and spectral methods
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Use of collaborative recommendations for web search: an exploratory user study
Journal of Information Science
Activity-based serendipitous recommendations with the Magitti mobile leisure guide
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Reducing development and maintenance efforts for web-based recommender applications
International Journal of Web Engineering and Technology
International Journal of Learning Technology
The effect of correlation coefficients on communities of recommenders
Proceedings of the 2008 ACM symposium on Applied computing
Whom should I trust?: the impact of key figures on cold start recommendations
Proceedings of the 2008 ACM symposium on Applied computing
Proceedings of the 2008 ACM symposium on Applied computing
A collaborative recommender system based on probabilistic inference from fuzzy observations
Fuzzy Sets and Systems
Trust on the world wide web: a survey
Foundations and Trends in Web Science
Evaluating product search and recommender systems for E-commerce environments
Electronic Commerce Research
Proceedings of the 13th international conference on Intelligent user interfaces
Decision support for team staffing: An automated relational recommendation approach
Decision Support Systems
Mediation of user models for enhanced personalization in recommender systems
User Modeling and User-Adapted Interaction
Evaluation of recommender systems: A new approach
Expert Systems with Applications: An International Journal
International Journal of Learning Technology
Efficient top-k querying over social-tagging networks
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical naive bayes models for representing user profiles
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Social recommendations at work
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Constraint-based recommender systems: technologies and research issues
Proceedings of the 10th international conference on Electronic commerce
Generating Value from Textual Discovery
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
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
Improving Social Filtering Techniques Through WordNet-Based User Profiles
UM '07 Proceedings of the 11th international conference on User Modeling
Simple Algorithms for Predicate Suggestions Using Similarity and Co-occurrence
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
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
Tag Recommendations in Folksonomies
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Persuasion in Knowledge-Based Recommendation
PERSUASIVE '08 Proceedings of the 3rd international conference on Persuasive Technology
EUROITV '08 Proceedings of the 6th European conference on Changing Television Environments
Mood and Recommendations: On Non-cognitive Mood Inducers for High Quality Recommendation
APCHI '08 Proceedings of the 8th Asia-Pacific conference on Computer-Human Interaction
Designing Specific Weighted Similarity Measures to Improve Collaborative Filtering Systems
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Collaborative Recommendations Using Bayesian Networks and Linguistic Modelling
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Item-Based Filtering and Semantic Networks for Personalized Web Content Adaptation in E-Commerce
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Using Collaborative Models to Adaptively Predict Visitor Locations in Museums
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Generating Dual-Directed Recommendation Information from Point-of-Sales Data of a Supermarket
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Estimating Sales Opportunity Using Similarity-Based Methods
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Identifying the effects of SVD and demographic data use on generalized collaborative filtering
International Journal of Computer Mathematics
Boosting collaborative filtering based on statistical prediction errors
Proceedings of the 2008 ACM conference on Recommender systems
MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks
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
Evaluation of an ontology-content based filtering method for a personalized newspaper
Proceedings of the 2008 ACM conference on Recommender systems
CARD: a decision-guidance framework and application for recommending composite alternatives
Proceedings of the 2008 ACM conference on Recommender systems
A collaborative constraint-based meta-level recommender
Proceedings of the 2008 ACM conference on Recommender systems
Integrating tags in a semantic content-based recommender
Proceedings of the 2008 ACM conference on Recommender systems
A new approach to evaluating novel recommendations
Proceedings of the 2008 ACM conference on Recommender systems
Flexible recommendations over rich data
Proceedings of the 2008 ACM conference on Recommender systems
Who predicts better?: results from an online study comparing humans and an online recommender system
Proceedings of the 2008 ACM conference on Recommender systems
UTA-Rec: a recommender system based on multiple criteria analysis
Proceedings of the 2008 ACM conference on Recommender systems
kNN CF: a temporal social network
Proceedings of the 2008 ACM conference on Recommender systems
Recommending scientific articles using citeulike
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
Improving top-n recommendation techniques using rating variance
Proceedings of the 2008 ACM conference on Recommender systems
The effects of transparency on trust in and acceptance of a content-based art recommender
User Modeling and User-Adapted Interaction
Tag-based user modeling for social multi-device adaptive guides
User Modeling and User-Adapted Interaction
Predicting individual disease risk based on medical history
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
What should blog search look like?
Proceedings of the 2008 ACM workshop on Search in social media
The socio-economics of software architecture
Automated Software Engineering
If you like the beatles you might like...: a tutorial on music recommendation
MM '08 Proceedings of the 16th ACM international conference on Multimedia
On exploiting classification taxonomies in recommender systems
AI Communications - Recommender Systems
Key figure impact in trust-enhanced recommender systems
AI Communications - Recommender Systems
Using interest and transition models to predict visitor locations in museums
AI Communications - Recommender Systems
Automatic metadata generation using associative networks
ACM Transactions on Information Systems (TOIS)
Average and Majority Gates: Combining Information by Means of Bayesian Networks
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Aspects of personal navigation with collaborative user feedback
Proceedings of the 5th Nordic conference on Human-computer interaction: building bridges
FOAFing the music: Bridging the semantic gap in music recommendation
Web Semantics: Science, Services and Agents on the World Wide Web
Individual and group behavior-based customer profile model for personalized product recommendation
Expert Systems with Applications: An International Journal
The task of guiding in adaptive recommender systems
Expert Systems with Applications: An International Journal
Using contextual information and multidimensional approach for recommendation
Expert Systems with Applications: An International Journal
Q-rater: A collaborative reputation system based on source credibility theory
Expert Systems with Applications: An International Journal
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
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
Towards "Kiga-kiku" Services on Speculative Computation
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Text Classification and Machine Learning Support for Requirements Analysis Using Blogs
Innovations for Requirement Analysis. From Stakeholders' Needs to Formal Designs
Expertise Analysis in a Question Answer Portal for Author Ranking
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Evaluating Performance of Recommender Systems: An Experimental Comparison
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
Modelling User Behaviour for Web Recommendation Using LDA Model
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Interest Mining and Recommender System for Local Activities
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
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
Multidimensional credibility model for neighbor selection in collaborative recommendation
Expert Systems with Applications: An International Journal
User credit-based collaborative filtering
Expert Systems with Applications: An International Journal
A semantic complement to enhance electronic market
Expert Systems with Applications: An International Journal
Cross-representation mediation of user models
User Modeling and User-Adapted Interaction
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
Learning to recognize valuable tags
Proceedings of the 14th international conference on Intelligent user interfaces
A hybrid approach to item recommendation in folksonomies
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
Fuzzy computational models for trust and reputation systems
Electronic Commerce Research and Applications
Collaborative filtering based on workflow space
Expert Systems with Applications: An International Journal
To search or to explore -- that is the question: a study in mindful engagement
Proceedings of the 20th Australasian Conference on Computer-Human Interaction: Designing for Habitus and Habitat
Awareness, training and trust in interaction with adaptive spam filters
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Mixing it up: recommending collections of items
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
From x-rays to silly putty via Uranus: serendipity and its role in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Improving Accuracy of Recommender System by Item Clustering
IEICE - Transactions on Information and Systems
Prediction of Fault-Prone Software Modules Using a Generic Text Discriminator
IEICE - Transactions on Information and Systems
Tagommenders: connecting users to items through tags
Proceedings of the 18th international conference on World wide web
iTrustU: a blog recommender system based on multi-faceted trust and collaborative filtering
Proceedings of the 2009 ACM symposium on Applied Computing
Self-organizing collaborative filtering in global-scale massive multi-user virtual environments
Proceedings of the 2009 ACM symposium on Applied Computing
A Recommender System Based on Local Random Walks and Spectral Methods
Advances in Web Mining and Web Usage Analysis
Proceedings of the seventh european conference on European interactive television conference
Collaborative filtering adapted to recommender systems of e-learning
Knowledge-Based Systems
Impacts of decoy elements on result set evaluations in knowledge-based recommendation
International Journal of Advanced Intelligence Paradigms
Multi-instance genetic programming for web index recommendation
Expert Systems with Applications: An International Journal
Social recommender systems for web 2.0 folksonomies
Proceedings of the 20th ACM conference on Hypertext and hypermedia
FlexRecs: expressing and combining flexible recommendations
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Query Recommendations for Interactive Database Exploration
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
A Multi-Dimensional Paper Recommender
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Probabilistic Association Rules for Item-Based Recommender Systems
Proceedings of the 2008 conference on STAIRS 2008: Proceedings of the Fourth Starting AI Researchers' Symposium
Knowledge-Based Recommendation: Technologies and Experiences from Projects
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
Automated debugging of recommender user interface descriptions
Applied Intelligence
Temporal collaborative filtering with adaptive neighbourhoods
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A Probabilistic Semantic Based Mixture Collaborative Filtering
UIC '09 Proceedings of the 6th International Conference on Ubiquitous Intelligence and Computing
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
Mixed collaborative and content-based filtering with user-contributed semantic features
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Model-based collaborative filtering as a defense against profile injection attacks
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Inferring user's preferences using ontologies
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Lessons on applying automated recommender systems to information-seeking tasks
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
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
I Like It... I Like It Not: Evaluating User Ratings Noise in Recommender Systems
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Evaluating Interface Variants on Personality Acquisition for Recommender Systems
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
How Users Perceive and Appraise Personalized Recommendations
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Designing a Metamodel-Based Recommender System
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
What If Annotations Were Reusable: A Preliminary Discussion
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
Designing Tools for Supporting User Decision-Making in e-Commerce
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Knowledge-based interactive selling of financial services with FSAdvisor
IAAI'05 Proceedings of the 17th conference on Innovative applications of artificial intelligence - Volume 3
The VITA financial services sales support environment
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
OSS: a semantic similarity function based on hierarchical ontologies
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
MUADDIB: A distributed recommender system supporting device adaptivity
ACM Transactions on Information Systems (TOIS)
Influences of customer preference development on the effectiveness of recommendation strategies
Electronic Commerce Research and Applications
Social Trust-Aware Recommendation System: A T-Index Approach
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Statistical Modeling of Diversity in Top-N Recommender Systems
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Search shortcuts: a new approach to the recommendation of queries
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
Rate it again: increasing recommendation accuracy by user re-rating
Proceedings of the third ACM conference on Recommender systems
A recommender system for dynamically evolving online forums
Proceedings of the third ACM conference on Recommender systems
Acceptance issues of personality-based recommender systems
Proceedings of the third ACM conference on Recommender systems
Analysis of cold-start recommendations in IPTV systems
Proceedings of the third ACM conference on Recommender systems
Context-based splitting of item ratings in collaborative filtering
Proceedings of the third ACM conference on Recommender systems
Harnessing the power of "favorites" lists for recommendation systems
Proceedings of the third ACM conference on Recommender systems
On the limitations of browsing top-N recommender systems
Proceedings of the third ACM conference on Recommender systems
Personalized recommendation based on the personal innovator degree
Proceedings of the third ACM conference on Recommender systems
Rating aggregation in collaborative filtering systems
Proceedings of the third ACM conference on Recommender systems
Enhancing diversity in Top-N recommendation
Proceedings of the third ACM conference on Recommender systems
Matching information content with music
Proceedings of the third ACM conference on Recommender systems
Discovery is never by chance: designing for (un)serendipity
Proceedings of the seventh ACM conference on Creativity and cognition
Detecting user types in object ranking decisions
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
From social computing to reflexive collective intelligence: The IEML research program
Information Sciences: an International Journal
Integrating knowledge flow mining and collaborative filtering to support document recommendation
Journal of Systems and Software
Collaborative filtering using random neighbours in peer-to-peer networks
Proceedings of the 1st ACM international workshop on Complex networks meet information & 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
Adaptive systems in the era of the semantic and social web, a survey
User Modeling and User-Adapted Interaction
Selecting a small number of products for effective user profiling in collaborative filtering
Expert Systems with Applications: An International Journal
Improving memory-based collaborative filtering via similarity updating and prediction modulation
Information Sciences: an International Journal
Recommender System for Music CDs Using a Graph Partitioning Method
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Extracting the Potential Sales Items from the Trend Leaders with the ID-POS Data
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks
DS '09 Proceedings of the 12th International Conference on Discovery Science
New Hybrid Recommender Approaches: An Application to Equity Funds Selection
ADT '09 Proceedings of the 1st International Conference on Algorithmic Decision Theory
Start Trusting Strangers? Bootstrapping and Prediction of Trust
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Incremental Learning of Triadic PLSA for Collaborative Filtering
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
A Spatial User Similarity Measure for Geographic Recommender Systems
GeoS '09 Proceedings of the 3rd International Conference on GeoSpatial Semantics
Aggregation Trade Offs in Family Based Recommendations
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Beyond performance: Feature awareness in personalized interfaces
International Journal of Human-Computer Studies
Affinity analysis of coded data sets
Proceedings of the 2009 EDBT/ICDT Workshops
Context Management for Adaptive Information Systems
Electronic Notes in Theoretical Computer Science (ENTCS)
Weighted class based hybrid algorithm for top-N recommender systems
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
A music recommendation system based on semantic audio segments similarity
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Rush: repeated recommendations on mobile devices
Proceedings of the 15th international conference on Intelligent user interfaces
Intelligent food planning: personalized recipe recommendation
Proceedings of the 15th international conference on Intelligent user interfaces
Editorial: Data mining for understanding user needs
ACM Transactions on Computer-Human Interaction (TOCHI)
From hits to niches?: or how popular artists can bias music recommendation and discovery
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
Social tagging in recommender systems: a survey of the state-of-the-art and possible extensions
Artificial Intelligence Review
Personalized online video recommendation by neighborhood score propagation based global ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Information Sciences: an International Journal
A probabilistic reputation model based on transaction ratings
Information Sciences: an International Journal
Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations
Information Sciences: an International Journal
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
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
Collaborative filtering based on transitive correlations between items
ECIR'07 Proceedings of the 29th European conference on IR research
Natural language processing for usage based indexing of web resources
ECIR'07 Proceedings of the 29th European conference on IR research
Data mining for web personalization
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Hybrid web recommender systems
The adaptive web
Evaluation of P2P information recommendation based on collaborative filtering
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
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
How much is your personal recommendation worth?
Proceedings of the 19th international conference on World wide web
Time to CARE: a collaborative engine for practical disease prediction
Data Mining and Knowledge Discovery
New theoretical findings in multiple personalized recommendations
Proceedings of the 2010 ACM Symposium on Applied Computing
A knowledge-rich similarity measure for improving IT incident resolution process
Proceedings of the 2010 ACM Symposium on Applied Computing
Context awareness by case-based reasoning in a music recommendation system
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
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
Persuasive recommendation: serial position effects in knowledge-based recommender systems
PERSUASIVE'07 Proceedings of the 2nd international conference on Persuasive technology
Using viewing time for theme prediction in cultural heritage spaces
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Time filtering for better recommendations with small and sparse rating matrices
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Aspects of augmented social cognition: social information foraging and social search
OCSC'07 Proceedings of the 2nd international conference on Online communities and social computing
Nearest-biclusters collaborative filtering with constant values
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
Detecting profile injection attacks in collaborative filtering: a classification-based approach
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
The role of user mood in movie recommendations
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
Source credibility model for neighbor selection in collaborative web content recommendation
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Personal recommendation based on weighted bipartite networks
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
In situ evaluation of recommender systems: Framework and instrumentation
International Journal of Human-Computer Studies
Editorial: Measuring the impact of personalization and recommendation on user behaviour
International Journal of Human-Computer Studies
StakeNet: using social networks to analyse the stakeholders of large-scale software projects
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Recsplorer: recommendation algorithms based on precedence mining
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Multiple feature fusion for social media applications
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Assessing regret-based preference elicitation with the UTPREF recommendation system
Proceedings of the 11th ACM conference on Electronic commerce
Time-evolution of IPTV recommender systems
Proceedings of the 8th international interactive conference on Interactive TV&Video
Speak the same language with your friends: augmenting tag recommenders with social relations
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Implicit user credibility extraction for reputation rating mechanism in B2C e-commerce
International Journal of Intelligent Information and Database Systems
Contextual factors for finding similar experts
Journal of the American Society for Information Science and Technology
SPGProfile: Speak Group Profile
Information Systems
A new collaborative filtering metric that improves the behavior of recommender systems
Knowledge-Based Systems
Surfing the blogosphere: optimal personalized strategies for searching the web
INFOCOM'10 Proceedings of the 29th conference on Information communications
Temporal diversity in recommender systems
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Serendipitous recommendations via innovators
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Trust network inference for online rating data using generative models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
International Journal of Approximate Reasoning
Information Sciences: an International Journal
Identifying Recommendable Products based on Signal Detection Theory
Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
Recommendations Over Domain Specific User Graphs
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
The effect of sparsity on collaborative filtering metrics
ADC '09 Proceedings of the Twentieth Australasian Conference on Australasian Database - Volume 92
I rate you. you rate me. should we do so publicly?
WOSN'10 Proceedings of the 3rd conference on Online social networks
Tutorial on evaluating recommender systems
Proceedings of the fourth ACM conference on Recommender systems
Performance of recommender algorithms on top-n recommendation tasks
Proceedings of the fourth ACM conference on Recommender systems
On the stability of recommendation algorithms
Proceedings of the fourth ACM conference on Recommender systems
Optimizing multiple objectives in collaborative filtering
Proceedings of the fourth ACM conference on Recommender systems
Understanding choice overload in recommender systems
Proceedings of the fourth ACM conference on Recommender systems
Group-based recipe recommendations: analysis of data aggregation strategies
Proceedings of the fourth ACM conference on Recommender systems
Interactive recommendations in social endorsement networks
Proceedings of the fourth ACM conference on Recommender systems
Who is talking about what: social map-based recommendation for content-centric social websites
Proceedings of the fourth ACM conference on Recommender systems
Evaluating the dynamic properties of recommendation algorithms
Proceedings of the fourth ACM conference on Recommender systems
Do clicks measure recommendation relevancy?: an empirical user study
Proceedings of the fourth ACM conference on Recommender systems
Beyond accuracy: evaluating recommender systems by coverage and serendipity
Proceedings of the fourth ACM conference on Recommender systems
List-wise learning to rank with matrix factorization for collaborative filtering
Proceedings of the fourth ACM conference on Recommender systems
Time dependency of data quality for collaborative filtering algorithms
Proceedings of the fourth ACM conference on Recommender systems
LDA for on-the-fly auto tagging
Proceedings of the fourth ACM conference on Recommender systems
User preferences discovery using fuzzy models
Fuzzy Sets and Systems
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
MARS: a MultilAnguage Recommender System
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Improving the effectiveness of collaborative recommendation with ontology-based user profiles
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Targeting more relevant, contextual recommendations by exploiting domain knowledge
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Mining mood-specific movie similarity with matrix factorization for context-aware recommendation
Proceedings of the Workshop on Context-Aware Movie Recommendation
A novel recommender system fusing the opinions from experts and ordinary people
Proceedings of the Workshop on Context-Aware Movie Recommendation
Putting things in context: Challenge on Context-Aware Movie Recommendation
Proceedings of the Workshop on Context-Aware Movie Recommendation
Travel route recommendation using geotags in photo sharing sites
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
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
On bootstrapping recommender systems
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
The sBook: towards social and personalized learning experiences
BooksOnline '10 Proceedings of the third workshop on Research advances in large digital book repositories and complementary media
Integrating OLAP and recommender systems: an evaluation perspective
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
Using affective parameters in a content-based recommender system for images
User Modeling and User-Adapted Interaction
Proceedings of the 1st ACM international workshop on Connected multimedia
Connecting with the collective: self-contained reranking for collaborative recommendation
Proceedings of the 1st ACM international workshop on Connected multimedia
My personal media entertainer: context-adaptive content recommendation and delivery
Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access
An approach to design the student interaction based on the recommendation of e-learning objects
Proceedings of the 28th ACM International Conference on Design of Communication
Distributed deliberative recommender systems
Transactions on computational collective intelligence I
A hybrid recommendation method with double SVD reduction
DASFAA'10 Proceedings of the 15th international conference on Database systems for advanced applications
Constructing full matrix through Naïve Bayesian for collaborative filtering
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Adapting recommender systems to the requirements of personal health record systems
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
Improving the scalability of recommender systems by clustering using genetic algorithms
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Encouraging user participation in a course recommender system: An impact on user behavior
Computers in Human Behavior
Learning of highly-filtered data manifold using spectral methods
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
Soft-constraint based online LDA for community recommendation
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Student courses recommendation using ant colony optimization
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr
Journal of Information Science
The evaluation of an adaptive user interface model
SAICSIT '10 Proceedings of the 2010 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists
Layered evaluation of interactive adaptive systems: framework and formative methods
User Modeling and User-Adapted Interaction
Privacy policies for shared content in social network sites
The VLDB Journal — The International Journal on Very Large Data Bases
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
Educational data mining: a review of the state of the art
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Pagerank-based collaborative filtering recommendation
ICICA'10 Proceedings of the First international conference on Information computing and applications
Achieving optimal privacy in trust-aware social recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
CMAP: effective fusion of quality and relevance for multi-criteria recommendation
Proceedings of the fourth ACM international conference on Web search and data mining
Adaptive bootstrapping of recommender systems using decision trees
Proceedings of the fourth ACM international conference on Web search and data mining
Electronic mobile guides: a survey
Personal and Ubiquitous Computing
dbrec: music recommendations using DBpedia
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
User-based Collaborative Filtering: Sparsity and Performance
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Enhancing recommendation diversity with organization interfaces
Proceedings of the 16th international conference on Intelligent user interfaces
Novelty and Diversity in Top-N Recommendation -- Analysis and Evaluation
ACM Transactions on Internet Technology (TOIT)
Quick response system using collaborative filtering on fashion E-business
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Collaborative filtering technique for web service recommendation based on user-operation combination
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Enhancing content-based recommendation with the task model of classification
EKAW'10 Proceedings of the 17th international conference on Knowledge engineering and management by the masses
Tag recommendation based on Bayesian principle
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Context semantic filtering for mobile advertisement
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems
Userrank for item-based collaborative filtering recommendation
Information Processing Letters
PAC-Bayesian Analysis of Co-clustering and Beyond
The Journal of Machine Learning Research
e-learning experience using recommender systems
Proceedings of the 42nd ACM technical symposium on Computer science education
Collaborative user modeling with user-generated tags for social recommender systems
Expert Systems with Applications: An International Journal
Integrating web service and semantic dialogue model for user models interoperability on the web
Journal of Intelligent Information Systems
Improving Recommender Systems by Incorporating Social Contextual Information
ACM Transactions on Information Systems (TOIS)
RecLab: a system for eCommerce recommender research with real data, context and feedback
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
Statistical profiles of highly-rated learning objects
Computers & Education
A web search-centric approach to recommender systems with URLs as minimal user contexts
Journal of Systems and Software
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
User-centered profile representation for recommendations across multiple content domains
International Journal of Knowledge-based and Intelligent Engineering Systems
Does it matter if a computer jokes
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Comparative evaluation of recommender system quality
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Collaborative error-reflected models for cold-start recommender systems
Decision Support Systems
Recommendation-based editor for business process modeling
Data & Knowledge Engineering
Reliable representations for association rules
Data & Knowledge Engineering
On-demand feature recommendations derived from mining public product descriptions
Proceedings of the 33rd International Conference on Software Engineering
The use of data mining techniques in location-based recommender system
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Recommender systems by means of information retrieval
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
A recommendation system for spots in location-based online social networks
Proceedings of the 4th Workshop on Social Network Systems
Developing trust networks based on user tagging information for recommendation making
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Real time search on the web: Queries, topics, and economic value
Information Processing and Management: an International Journal
Personalised rating prediction for new users using latent factor models
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Exploring folksonomy and cooking procedures to boost cooking recipe recommendation
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Reranking collaborative filtering with multiple self-contained modalities
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Educational services recommendation using social network approach
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Utilizing marginal net utility for recommendation in e-commerce
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Rapid development of knowledge-based conversational recommender applications with advisor suite
Journal of Web Engineering
A case study in a recommender system based on purchase data
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Recipe recommendation: accuracy and reasoning
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
The impact of rating scales on user's rating behavior
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Automating the selection of stories for AI in the news
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Empirical study of matrix factorization methods for collaborative filtering
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Users' (Dis)satisfaction with the personalTV application: Combining objective and subjective data
Computers in Entertainment (CIE) - Theoretical and Practical Computer Applications in Entertainment
Electronic Commerce Research and Applications
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
Serendipitous fuzzy item recommendation with profilematcher
WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications
Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites
ACM Transactions on Intelligent Systems and Technology (TIST)
On some method for limited services selection
International Journal of Intelligent Information and Database Systems
Trust based recommender system using ant colony for trust computation
Expert Systems with Applications: An International Journal
Making use of associative classifiers in order to alleviate typical drawbacks in recommender systems
Expert Systems with Applications: An International Journal
Hybrid personalized recommender system using centering-bunching based clustering algorithm
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A web-based pervasive recommendation system for mobile tourist guides
Personal and Ubiquitous Computing
Experience Discovery: hybrid recommendation of student activities using social network data
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Collaborative filtering for predicting users' potential preferences
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Semantically enhanced collaborative filtering based on RSVD
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Hybrid recommendation based on low-dimensional augmentation of combined feature profiles
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Double-sided recommendations: a novel framework for recommender systems
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Looking for "good" recommendations: a comparative evaluation of recommender systems
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Product recommendation and rating prediction based on multi-modal social networks
Proceedings of the fifth ACM conference on Recommender systems
The effect of context-aware recommendations on customer purchasing behavior and trust
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
Item popularity and recommendation accuracy
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 user-centric evaluation framework for recommender systems
Proceedings of the fifth ACM conference on Recommender systems
Enhancing collaborative filtering systems with personality information
Proceedings of the fifth ACM conference on Recommender systems
A probabilistic definition of item similarity
Proceedings of the fifth ACM conference on Recommender systems
MyMediaLite: a free recommender system library
Proceedings of the fifth ACM conference on Recommender systems
Precision-oriented evaluation of recommender systems: an algorithmic comparison
Proceedings of the fifth ACM conference on Recommender systems
Unsupervised auto-tagging for learning object enrichment
EC-TEL'11 Proceedings of the 6th European conference on Technology enhanced learning: towards ubiquitous learning
Commenders: A recommendation procedure for online book communities
Electronic Commerce Research and Applications
Information Sciences: an International Journal
Interest Aware Recommendations Based on Adaptive User Profiling
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Personalized topic-based tag recommendation
Neurocomputing
Collaborative filtering based on significances
Information Sciences: an International Journal
Keyword clustering for user interest profiling refinement within paper recommender systems
Journal of Systems and Software
Learning with personalized recommender systems: A psychological view
Computers in Human Behavior
Recommendation agent impact on consumer online shopping: The Movie Magic case study
Expert Systems with Applications: An International Journal
Fusing Recommendations for Social Bookmarking Web Sites
International Journal of Electronic Commerce
Empirical Analysis of the Impact of Recommender Systems on Sales
Journal of Management Information Systems
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
The evaluation of adaptive and personalised information retrieval systems: a review
International Journal of Knowledge and Web Intelligence
ROAuth: recommendation based open authorization
Proceedings of the Seventh Symposium on Usable Privacy and Security
Exploiting rating behaviors for effective collaborative filtering
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Proposal of a recommender system simulator based on a small-world model
Artificial Life and Robotics
Content-Based image filtering for recommendation
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Dataset-driven research for improving recommender systems for learning
Proceedings of the 1st International Conference on Learning Analytics and Knowledge
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
User preference through learning user profile for ubiquitous recommendation systems
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Automatic classification for grouping designs in fashion design recommendation agent system
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Generating predictive movie recommendations from trust in social networks
iTrust'06 Proceedings of the 4th international conference on Trust Management
Preference-based user rate correction process for interactive recommendation systems
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Recommendation as a mechanism to induce participation in communities of practice
CSCWD'05 Proceedings of the 9th international conference on Computer Supported Cooperative Work in Design II
Towards user profiling for web recommendation
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Cross-technique mediation of user models
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Research paper recommender systems: a subspace clustering approach
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
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
Improving neighborhood based Collaborative Filtering via integrated folksonomy information
Pattern Recognition Letters
A hybrid approach for personalized recommendation of news on the Web
Expert Systems with Applications: An International Journal
The impact of data obfuscation on the accuracy of collaborative filtering
Expert Systems with Applications: An International Journal
Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization
Knowledge-Based Systems
Top-N news recommendations in digital newspapers
Knowledge-Based Systems
A careful assessment of recommendation algorithms related to dimension reduction techniques
Knowledge-Based Systems
Diagnosing faulty transitions in recommender user interface descriptions
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A web recommendation technique based on probabilistic latent semantic analysis
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Adaptive user profile model and collaborative filtering for personalized news
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
On the value of random opinions in decentralized recommendation
DAIS'06 Proceedings of the 6th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
Auralist: introducing serendipity into music recommendation
Proceedings of the fifth ACM international conference on Web search and data mining
Implicit: a multi-agent recommendation system for web search
Autonomous Agents and Multi-Agent Systems
Social media filtering based on collaborative tagging in semantic space
Multimedia Tools and Applications
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
Foafing the music: bridging the semantic gap in music recommendation
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
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
Multimedia content preference using the moving average technique
EC-Web'05 Proceedings of the 6th international conference on E-Commerce and Web Technologies
Collaborative and usage-driven evolution of personal ontologies
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
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
A semantic model for social recommender systems
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial 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
Hybrid systems for personalized recommendations
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 simple word trigger method for social tag suggestion
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
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
A collaborative filtering similarity measure based on singularities
Information Processing and Management: an International Journal
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Towards a customization of rating scales in adaptive systems
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Recommending food: reasoning on recipes and ingredients
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Advanced recommendation models for mobile tourist information
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Impact of data characteristics on recommender systems performance
ACM Transactions on Management Information Systems (TMIS)
Leveraging personal photos to inferring friendships in social network services
Expert Systems with Applications: An International Journal
Alleviating the sparsity problem of collaborative filtering using trust inferences
iTrust'05 Proceedings of the Third international conference on Trust Management
Market-based recommender systems: learning users' interests by quality classification
AOIS'04 Proceedings of the 6th international conference on Agent-Oriented Information Systems II
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
Evaluation of a web recommender system in electronic and mobile tourism
International Journal of Web Engineering and Technology
Enhancing matrix factorization through initialization for implicit feedback databases
Proceedings of the 2nd Workshop on Context-awareness in Retrieval and Recommendation
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
An information filtering approach for the page zero problem
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
A constrained spreading activation approach to collaborative filtering
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Overcoming incomplete user models in recommendation systems via an ontology
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
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
Analysis and detection of segment-focused attacks against collaborative recommendation
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Content based recommender system by using eye gaze data
Proceedings of the Symposium on Eye Tracking Research and Applications
Measuring the validity of peer-to-peer data for information retrieval applications
Computer Networks: The International Journal of Computer and Telecommunications Networking
Query phrase suggestion from topically tagged session logs
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Dynamically personalized web service system to mobile devices
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Optimal associative neighbor mining using attributes for ubiquitous recommendation systems
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Music for my mood: a music recommendation system based on context reasoning
EuroSSC'06 Proceedings of the First European conference on Smart Sensing and Context
Using association rules to solve the cold-start problem in recommender systems
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Personal-Hosting RESTful web services for social network based recommendation
ICSOC'11 Proceedings of the 9th international conference on Service-Oriented Computing
Adaptive neuro-fuzzy pedagogical recommender
Expert Systems with Applications: An International Journal
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Towards a storytelling approach for novel artist recommendations
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Collaborative Filtering Recommender Systems
Foundations and Trends in Human-Computer Interaction
ICWL'11 Proceedings of the 10th international conference on Advances in Web-Based Learning
Gaussian process for recommender systems
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
A resource recommendation method based on user taste diffusion model in folksonomies
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Impact of implicit and explicit affective labeling on a recommender system's performance
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Long-tail recommendation based on reflective indexing
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Improving item recommendation based on social tag ranking
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
A new ensemble method for gold mining problems: Predicting technology transfer
Electronic Commerce Research and Applications
User-selectable interactive recommendation system in mobile environment
Multimedia Tools and Applications
Recommender systems: from algorithms to user experience
User Modeling and User-Adapted Interaction
Multimedia Tools and Applications
iMapReduce: A Distributed Computing Framework for Iterative Computation
Journal of Grid Computing
Using past-prediction accuracy in recommender systems
Information Sciences: an International Journal
Effects of behavior monitoring and perceived system benefit in online recommender systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ACM Transactions on Interactive Intelligent Systems (TiiS)
Aiding the detection of fake accounts in large scale social online services
NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation
PB-ADVISOR: A private banking multi-investment portfolio advisor
Information Sciences: an International Journal
The relation between user intervention and user satisfaction for information recommendation
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
Kernel-Mapping Recommender system algorithms
Information Sciences: an International Journal
Privacy-preserving SOM-based recommendations on horizontally distributed data
Knowledge-Based Systems
Stochastic search for global neighbors selection in collaborative filtering
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Harnessing geo-tagged resources for Web personalization
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
User profiling vs. accuracy in recommender system user experience
Proceedings of the International Working Conference on Advanced Visual Interfaces
When sparsity meets noise in collaborative filtering
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
A new approach to answerer recommendation in community question answering services
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
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
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
The benefits of opening recommendation to human interaction
BCS-HCI '11 Proceedings of the 25th BCS Conference on Human-Computer Interaction
Recommending Flickr groups with social topic model
Information Retrieval
From neighbors to global neighbors in collaborative filtering: an evolutionary optimization approach
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
Case study: recommending course reading materials in a small virtual learning community
International Journal of Web Based Communities
Context relevance assessment and exploitation in mobile recommender systems
Personal and Ubiquitous Computing
HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Evaluating recommender systems from the user's perspective: survey of the state of the art
User Modeling and User-Adapted Interaction
Explaining the user experience of recommender systems
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
A mobile 3D-GIS hybrid recommender system for tourism
Information Sciences: an International Journal
Context-aware social media recommendation based on potential group
Proceedings of the 1st International Workshop on Context Discovery and Data Mining
Explicit relevance models in intent-oriented information retrieval diversification
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Increasing temporal diversity with purchase intervals
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Estimating the magic barrier of recommender systems: a user study
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Experimental analysis on cross domain preferences association and rating prediction
Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
Users and noise: the magic barrier of recommender systems
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
A folksonomy-based recommender system for personalized access to digital artworks
Journal on Computing and Cultural Heritage (JOCCH)
Exploring evaluation criteria of social navigational tools on social media: a case study of aNobii
Proceedings of the 4th Information Interaction in Context Symposium
Correlating perception-oriented aspects in user-centric recommender system evaluation
Proceedings of the 4th Information Interaction in Context Symposium
Pareto-efficient hybridization for multi-objective recommender systems
Proceedings of the sixth ACM conference on Recommender systems
Proceedings of the sixth ACM conference on Recommender systems
High quality recommendations for small communities: the case of a regional parent network
Proceedings of the sixth ACM conference on Recommender systems
Proceedings of the sixth ACM conference on Recommender systems
Case study on the business value impact of personalized recommendations on a large online retailer
Proceedings of the sixth ACM conference on Recommender systems
Beyond lists: studying the effect of different recommendation visualizations
Proceedings of the sixth ACM conference on Recommender systems
Workshop on recommendation utility evaluation: beyond RMSE -- RUE 2012
Proceedings of the sixth ACM conference on Recommender systems
RESYGEN: A Recommendation System Generator using domain-based heuristics
Expert Systems with Applications: An International Journal
Semi-automatic assembly of learning resources
Computers & Education
A parallel matrix factorization based recommender by alternating stochastic gradient decent
Engineering Applications of Artificial Intelligence
Semantic preference retrieval for querying knowledge bases
Proceedings of the 1st Joint International Workshop on Entity-Oriented and Semantic Search
Item recommender system by incorporating metadata information into ternary semantic analysis
Proceedings of the CUBE International Information Technology Conference
Personalized video recommendation based on viewing history with the study on YouTube
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Stability of Recommendation Algorithms
ACM Transactions on Information Systems (TOIS)
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
Journal of the American Society for Information Science and Technology
Motivating and supporting user interaction with recommender systems
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Bringing the associative ability to social tag recommendation
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
Recommending multimedia web services in a multi-device environment
Information Systems
Maximizing revenue from strategic recommendations under decaying trust
Proceedings of the 21st ACM international conference on Information and knowledge management
Scalable collaborative filtering using incremental update and local link prediction
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
Applying the learning rate adaptation to the matrix factorization based collaborative filtering
Knowledge-Based Systems
Content-based collaborative filtering for question difficulty calibration
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Improving top-n recommendations with user consuming profiles
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
A live comparison of methods for personalized article recommendation at forbes.com
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Cloning mechanisms to improve agent performances
Journal of Network and Computer Applications
Social factors in group recommender systems
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Introduction to special section on CAMRa2010: Movie recommendation in context
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 empirical comparison of social, collaborative filtering, and hybrid recommenders
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
A novel user-based collaborative filtering method by inferring tag ratings
ACM SIGAPP Applied Computing Review
Geo topic model: joint modeling of user's activity area and interests for location recommendation
Proceedings of the sixth ACM international conference on Web search and data mining
Algorithms to Resolve Conflict in Multiuser Context Aware Ubiquitous Environment
International Journal of Advanced Pervasive and Ubiquitous Computing
Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation
Information Sciences: an International Journal
Collective intelligence as mechanism of medical diagnosis: The iPixel approach
Expert Systems with Applications: An International Journal
Adaptive Kansei Search Method Using User's Subjective Criterion Deviation
International Journal of Computer Vision and Image Processing
Clustering users to explain recommender systems' performance fluctuation
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Recommendation of leaders in online social systems
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Application of recommendation system: an empirical study of the mobile reading platform
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Comparison of nature inspired algorithms applied in student courses recommendation
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I
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
A multi-dimensional and event-based model for trust computation in the social web
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
On recommending hashtags in twitter networks
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
A Resource Recommendation Method Based on User Taste Diffusion Model in Folksonomies
International Journal of Knowledge and Systems Science
Recommendations in a heterogeneous service environment
Multimedia Tools and Applications
International Journal of Multimedia Data Engineering & Management
ACRONYM: Context Metrics for Linking People to User-Generated Media Content
International Journal on Semantic Web & Information Systems
Combining social information for academic networking
Proceedings of the 2013 conference on Computer supported cooperative work
User-centric evaluation of a K-furthest neighbor collaborative filtering recommender algorithm
Proceedings of the 2013 conference on Computer supported cooperative work
A 3D approach to recommender system evaluation
Proceedings of the 2013 conference on Computer supported cooperative work companion
Context-aware item-to-item recommendation within the factorization framework
Proceedings of the 3rd Workshop on Context-awareness in Retrieval and Recommendation
Composite Service Recommendation Based on Bayes Theorem
International Journal of Web Services Research
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
Effects of Information Filters: A Phenomenon on the Web
International Journal of Information Retrieval Research
Monetising user generated content using data mining techniques
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Semi-automatic generation of recommendation processes and their GUIs
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
Visualizing recommendations to support exploration, transparency and controllability
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
Trust services-oriented multi-objects workflow scheduling model for cloud computing
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Graph Searching Algorithms for Semantic-Social Recommendation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Enhancing Academic Event Participation with Context-aware and Social Recommendations
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Learning Rating Patterns for Top-N Recommendations
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)
On Measurement of Influence in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A flexible framework for context-aware recommendations in the social commerce domain
Proceedings of the Joint EDBT/ICDT 2013 Workshops
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Predicting Mental Health Status in the Context of Web Browsing
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
A Ubiquitous Image Tagging System Using User Context
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Link Prediction Using BenefitRanks in Weighted Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Learning User Preference Patterns for Top-N Recommendations
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Serendipitous Personalized Ranking for Top-N Recommendation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Social Recommendations for Location-Based Services
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Being confident about the quality of the predictions in recommender systems
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Multi-agent based middleware for protecting privacy in IPTV content recommender services
Multimedia Tools and Applications
Expert Systems with Applications: An International Journal
A comparison of clustering-based privacy-preserving collaborative filtering schemes
Applied Soft Computing
Enhancing the trust-based recommendation process with explicit distrust
ACM Transactions on the Web (TWEB)
User preference representation based on psychometric models
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Preference-based user rating correction process for interactive recommendation systems
Multimedia Tools and Applications
Trees for explaining recommendations made through collaborative filtering
Information Sciences: an International Journal
Improving collaborative filtering-based recommender systems results using Pareto dominance
Information Sciences: an International Journal
Mining large streams of user data for personalized recommendations
ACM SIGKDD Explorations Newsletter
A hidden Markov model for collaborative filtering
MIS Quarterly
Knowledge-Based Systems
Nontrivial landmark recommendation using geotagged photos
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Feature-based recommendation framework on OLAP
ADC '12 Proceedings of the Twenty-Third Australasian Database Conference - Volume 124
Incorporating group recommendations to recommender systems: Alternatives and performance
Information Processing and Management: an International Journal
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering
Information Processing and Management: an International Journal
AffectButton: A method for reliable and valid affective self-report
International Journal of Human-Computer Studies
ACM Transactions on Interactive Intelligent Systems (TiiS)
A new collaborative filtering approach for increasing the aggregate diversity of recommender systems
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Using link semantics to recommend collaborations in academic social networks
Proceedings of the 22nd international conference on World Wide Web companion
Users' satisfaction in recommendation systems for groups: an approach based on noncooperative games
Proceedings of the 22nd international conference on World Wide Web companion
Weighted slope one predictors revisited
Proceedings of the 22nd international conference on World Wide Web companion
Probabilistic group recommendation via information matching
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)
A framework for learning and analyzing hybrid recommenders based on heterogeneous semantic data
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
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
Facilitating Team Processes with Recommender Systems: A Behavioral Science Perspective
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Proceedings of the 2013 International Symposium on Wearable Computers
Rating Bias and Preference Acquisition
ACM Transactions on Interactive Intelligent Systems (TiiS)
Big & personal: data and models behind netflix recommendations
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Adapting domain ontology for personalized knowledge search and recommendation
Information and Management
Leveraging biosignal and collaborative filtering for context-aware recommendation
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
Recommending tags with a model of human categorization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Towards evaluation and comparison of tools for ontology population from spreadsheet data
Proceedings of the 9th International Conference on Semantic Systems
SMARTMUSEUM: A mobile recommender system for the Web of Data
Web Semantics: Science, Services and Agents on the World Wide Web
Expert Systems with Applications: An International Journal
Online multi-task collaborative filtering for on-the-fly recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Exploiting non-content preference attributes through hybrid recommendation method
Proceedings of the 7th ACM conference on Recommender systems
Rating support interfaces to improve user experience and recommender accuracy
Proceedings of the 7th ACM conference on Recommender systems
A system for advice provision in multiple prospectselection problems
Proceedings of the 7th ACM conference on Recommender systems
Effectiveness of the data generated on different time in latent factor model
Proceedings of the 7th ACM conference on Recommender systems
Generating supplemental content information using virtual profiles
Proceedings of the 7th ACM conference on Recommender systems
Personalized next-song recommendation in online karaokes
Proceedings of the 7th ACM conference on Recommender systems
When power users attack: assessing impacts in collaborative recommender systems
Proceedings of the 7th ACM conference on Recommender systems
An analysis of tag-recommender evaluation procedures
Proceedings of the 7th ACM conference on Recommender systems
Accuracy and robustness impacts of power user attacks on collaborative recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Anytime algorithms for top-N recommenders
Proceedings of the 7th ACM conference on Recommender systems
PredictionIO: a distributed machine learning server for practical software development
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A month in the life of a production news recommender system
Proceedings of the 2013 workshop on Living labs for information retrieval evaluation
Advances in Clustering Collaborative Filtering by means of Fuzzy C-means and trust
Expert Systems with Applications: An International Journal
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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
How to improve the statistical power of the 10-fold cross validation scheme in recommender systems
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Research paper recommender system evaluation: a quantitative literature survey
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Toward identification and adoption of best practices in algorithmic recommender systems research
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
A Multimedia Recommender System
ACM Transactions on Internet Technology (TOIT)
Geographic aspects of tie strength and value of information in social networking
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Boosting the K-Nearest-Neighborhood based incremental collaborative filtering
Knowledge-Based Systems
Learning topical translation model for microblog hashtag suggestion
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
International Journal of Business Information Systems
Evaluating books finding tools on social media: A case study of aNobii
Information Processing and Management: an International Journal
Do recommendations matter?: news recommendation in real life
Proceedings of the companion publication of the 17th ACM conference on Computer supported cooperative work & social computing
On a serendipity-oriented recommender system based on folksonomy
Artificial Life and Robotics
Interactive Design Recommendation Using Sensor Based Smart Wear and Weather WebBot
Wireless Personal Communications: An International Journal
Cost-Aware Collaborative Filtering for Travel Tour Recommendations
ACM Transactions on Information Systems (TOIS)
Div-clustering: Exploring active users for social collaborative recommendation
Journal of Network and Computer Applications
Intelligent patent recommendation system for innovative design collaboration
Journal of Network and Computer Applications
A prediction framework based on contextual data to support Mobile Personalized Marketing
Decision Support Systems
Folksonomy-based fuzzy user profiling for improved recommendations
Expert Systems with Applications: An International Journal
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
A quality based recommender system to disseminate information in a university digital library
Information Sciences: an International Journal
Who likes it more?: mining worth-recommending items from long tails by modeling relative preference
Proceedings of the 7th ACM international conference on Web search and data mining
A Monte Carlo algorithm for cold start recommendation
Proceedings of the 23rd international conference on World wide web
Hierarchical graph maps for visualization of collaborative recommender systems
Journal of Information Science
A smart TV system with body-gesture control, tag-based rating and context-aware recommendation
Knowledge-Based Systems
Cloud based real-time collaborative filtering for item-item recommendations
Computers in Industry
A framework for tag-aware recommender systems
Expert Systems with Applications: An International Journal
Recommending additional study materials: binary ratings vis-à-vis five-star ratings
BCS-HCI '13 Proceedings of the 27th International BCS Human Computer Interaction Conference
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
Experimental evaluation of context-dependent collaborative filtering using item splitting
User Modeling and User-Adapted Interaction
Time-aware recommender systems: a comprehensive survey and analysis of existing evaluation protocols
User Modeling and User-Adapted Interaction
Comparing context-aware recommender systems in terms of accuracy and diversity
User Modeling and User-Adapted Interaction
Review: Mobile recommender systems in tourism
Journal of Network and Computer Applications
Multi-agent technology and ontologies to support personalization in B2C E-Commerce
Electronic Commerce Research and Applications
Clustering-based diversity improvement in top-N recommendation
Journal of Intelligent Information Systems
A survey of collaborative filtering based social recommender systems
Computer Communications
Statistical user model supported by R-Tree structure
Applied Intelligence
Roles in social networks: Methodologies and research issues
Web Intelligence and Agent Systems
Semantic Recommendation of Information Sources for Lifelong Learning
Journal of Integrated Design & Process Science
Defending recommender systems by influence analysis
Information Retrieval
Automated repair of scoring rules in constraint-based recommender systems
AI Communications - Intelligent Engineering Techniques for Knowledge Bases
Hi-index | 0.06 |
Recommender systems have been evaluated in many, often incomparable, ways. In this article, we review the key decisions in evaluating collaborative filtering recommender systems: the user tasks being evaluated, the types of analysis and datasets being used, the ways in which prediction quality is measured, the evaluation of prediction attributes other than quality, and the user-based evaluation of the system as a whole. In addition to reviewing the evaluation strategies used by prior researchers, we present empirical results from the analysis of various accuracy metrics on one content domain where all the tested metrics collapsed roughly into three equivalence classes. Metrics within each equivalency class were strongly correlated, while metrics from different equivalency classes were uncorrelated.