Evaluating text categorization
HLT '91 Proceedings of the workshop on Speech and Natural Language
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
Fab: content-based, collaborative recommendation
Communications of the ACM
Comparing feature-based and clique-based user models for movie selection
Proceedings of the third ACM conference on Digital libraries
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Learning trees and rules with set-valued features
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
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
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Communications of the ACM
MOVIES2GO: an online voting based movie recommender system
Proceedings of the fifth international conference on Autonomous agents
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
A music recommendation system based on music data grouping and user interests
Proceedings of the tenth international conference on Information and knowledge management
Evaluation of Item-Based Top-N Recommendation Algorithms
Proceedings of the tenth international conference on Information and knowledge management
A graph-based recommender system for digital library
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
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
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
A Reusable Multi-Agent Architecture for Active Intelligent Websites
Applied Intelligence
E-Commerce Recommendation Applications
Data Mining and Knowledge Discovery
Adaptive Techniques for Universal Access
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
An adaptive stock tracker for personalized trading advice
Proceedings of the 8th international conference on Intelligent user interfaces
Studying Recommendation Algorithms by Graph Analysis
Journal of Intelligent Information Systems
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Support Vector Machines for Polycategorical Classification
ECML '02 Proceedings of the 13th European Conference on Machine Learning
ActiveCP: A Method for Speeding up User Preferences Acquisition in Collaborative Filtering Systems
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
An Adaptive Recommendation System with a Coordinator Agent
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Modeling User Preferences and Mediating Agents in Electronic Commerce
Agent Mediated Electronic Commerce, The European AgentLink Perspective.
An Improved Recommendation Algorithm in Collaborative Filtering
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
Series of Dynamic Targeted Recommendations
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
Collaborative Maintenance - A Distributed, Interactive Case-Base Maintenance Strategy
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Trust and Commitment in Dynamic Logic
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
Machine Learning in User Modeling
Machine Learning and Its Applications, Advanced Lectures
Agents That Model and Learn User Interests for Dynamic Collaborative Filtering
CIA '02 Proceedings of the 6th International Workshop on Cooperative Information Agents VI
A Hybrid Approach to Making Recommendations and Its Application to the Movie Domain
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Content-boosted collaborative filtering for improved recommendations
Eighteenth national conference on Artificial intelligence
A Movie Recommendation System—An Application of Voting Theory in User Modeling
User Modeling and User-Adapted Interaction
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Annals of Mathematics and Artificial Intelligence
Fast and accurate text classification via multiple linear discriminant projections
The VLDB Journal — The International Journal on Very Large Data Bases
Probabilistic Memory-Based Collaborative Filtering
IEEE Transactions on Knowledge and Data Engineering
Knowing a tree from the forest: art image retrieval using a society of profiles
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Customising WAP-based information services on mobile networks
Personal and Ubiquitous Computing
Improving the Quality of the Personalized Electronic Program Guide
User Modeling and User-Adapted Interaction
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Latent semantic models for collaborative filtering
ACM Transactions on Information Systems (TOIS)
ACM Transactions on Information Systems (TOIS)
Item-based top-N recommendation algorithms
ACM Transactions on Information Systems (TOIS)
Learning User Similarity and Rating Style for Collaborative Recommendation
Information Retrieval
Classifying biological articles using web resources
Proceedings of the 2004 ACM symposium on Applied computing
A comparison of several predictive algorithms for collaborative filtering on multi-valued ratings
Proceedings of the 2004 ACM symposium on Applied computing
Web Access to Large Audiovisual Assets Based on User Preferences
Multimedia Tools and Applications
A graph model for E-commerce recommender systems
Journal of the American Society for Information Science and Technology
A community-aware search engine
Proceedings of the 13th international conference on World Wide Web
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
A nonparametric hierarchical bayesian framework for information filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
A joint framework for collaborative and content filtering
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Unifying collaborative and content-based filtering
ICML '04 Proceedings of the twenty-first international conference on Machine learning
CROC: A New Evaluation Criterion for Recommender Systems
Electronic Commerce Research
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
Using PACT in an e-commerce recommendation system
ICEC '05 Proceedings of the 7th international conference on Electronic commerce
Somebody, Sometime, Somewhere, Something
UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management
A music recommendation system based on music and user grouping
Journal of Intelligent Information Systems - Special issue: Intelligent multimedia applications
Naïve filterbots for robust cold-start recommendations
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A new approach for combining content-based and collaborative filters
Journal of Intelligent Information Systems
Multi-Output Regularized Feature Projection
IEEE Transactions on Knowledge and Data Engineering
Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors
Interacting with Computers
Web Semantics: Science, Services and Agents on the World Wide Web
Expert Systems with Applications: An International Journal
On the enhancement of collaborative filtering by demographic data
Web Intelligence and Agent Systems
A location-aware recommender system for mobile shopping environments
Expert Systems with Applications: An International Journal
User Modeling and User-Adapted Interaction
Efficient bayesian hierarchical user modeling for recommendation system
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Generating semantically enriched user profiles for Web personalization
ACM Transactions on Internet Technology (TOIT)
REFEREE: an open framework for practical testing of recommender systems using ResearchIndex
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Personalised online sales using web usage data mining
Computers in Industry
Clustering people according to their preference criteria
Expert Systems with Applications: An International Journal
The Research of the Personalization
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Learning video preferences from video content
Proceedings of the 8th international workshop on Multimedia data mining: (associated with the ACM SIGKDD 2007)
A new restoration-based recommender system for shopping buddy smart carts
International Journal of Business Information Systems
A web-page recommender system via a data mining framework and the Semantic Web concept
International Journal of Computer Applications in Technology
WAQM: managing QoS in wireless networks by means of an XML-based multiagent system
International Journal of Wireless and Mobile Computing
International Journal of Intelligent Systems Technologies and Applications
Tag-aware recommender systems by fusion of collaborative filtering algorithms
Proceedings of the 2008 ACM symposium on Applied computing
Collaborative filtering on streaming data with interest-drifting
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Using data mining and recommender systems to scale up the requirements process
Proceedings of the 2nd international workshop on Ultra-large-scale software-intensive systems
Preference networks: probabilistic models for recommendation systems
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Expert Systems with Applications: An International Journal
A collaborative filtering-based approach to personalized document clustering
Decision Support Systems
Fuzzy-genetic approach to recommender systems based on a novel hybrid user model
Expert Systems with Applications: An International Journal
An MHP framework to provide intelligent personalized recommendations about digital TV contents
Software—Practice & Experience
Relational distance-based collaborative filtering
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A Survey on Reviewer Assignment Problem
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Journal of Systems and Software
Individual and group behavior-based customer profile model for personalized product recommendation
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Higher-Order Logic Recommender System
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
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
A recommender system for research resources based on fuzzy linguistic modeling
Expert Systems with Applications: An International Journal
Receiver-side semantic reasoning for digital TV personalization in the absence of return channels
Multimedia Tools and Applications
Cross-representation mediation of user models
User Modeling and User-Adapted Interaction
Personalized recommendation on dynamic content using predictive bilinear models
Proceedings of the 18th international conference on World wide web
A recommender system for requirements elicitation in large-scale software projects
Proceedings of the 2009 ACM symposium on Applied Computing
Automated support for managing feature requests in open forums
Communications of the ACM - A View of Parallel Computing
The wisdom of the few: a collaborative filtering approach based on expert opinions from the web
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Trust and nuanced profile similarity in online social networks
ACM Transactions on the Web (TWEB)
A multi-disciplinar recommender system to advice research resources in University Digital Libraries
Expert Systems with Applications: An International Journal
Review: Personalizing recommendations for tourists
Telematics and Informatics
Relevance feedback models for recommendation
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A hybrid of sequential rules and collaborative filtering for product recommendation
Information Sciences: an International Journal
Optimal recommendation sets: covering uncertainty over user preferences
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
The law of choice and the decision not to decide
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
Technical paper recommendation: a study in combining multiple information sources
Journal of Artificial Intelligence Research
USE: A Concept-Based Recommendation System to Support Creative Search
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Real-Time Collaborative Filtering Using Extreme Learning Machine
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Pairwise preference regression for cold-start recommendation
Proceedings of the third ACM conference on Recommender systems
A unified approach to building hybrid recommender systems
Proceedings of the third ACM conference on Recommender systems
A recommender system for dynamically evolving online forums
Proceedings of the third ACM conference on Recommender systems
Information Sciences: an International Journal
Detection of the customer time-variant pattern for improving recommender systems
Expert Systems with Applications: An International Journal
Mining changes in customer buying behavior for collaborative recommendations
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Weighted class based hybrid algorithm for top-N recommender systems
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A survey of collaborative filtering techniques
Advances in Artificial Intelligence
Collaborative filtering with ordinal scale-based implicit ratings for mobile music recommendations
Information Sciences: an International Journal
User preference through Bayesian categorization for recommendation
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Context-awareness in user modelling: requirements analysis for a case-based reasoning application
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Mining the customer's up-to-moment preferences for e-commerce recommendation
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
AIMED: a personalized TV recommendation system
EuroITV'07 Proceedings of the 5th European conference on Interactive TV: a shared experience
Data mining for web personalization
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Content-based recommendation systems
The adaptive web
Hybrid web recommender systems
The adaptive web
Recommender agent based on social network
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
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
Unified collaborative filtering model based on combination of latent features
Expert Systems with Applications: An International Journal
Ordinal Boltzmann Machines for collaborative filtering
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Utilizing recommender systems to support software requirements elicitation
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Scholarly paper recommendation via user's recent research interests
Proceedings of the 10th annual joint conference on Digital libraries
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
User preferences discovery using fuzzy models
Fuzzy Sets and Systems
Using affective parameters in a content-based recommender system for images
User Modeling and User-Adapted Interaction
Constructing full matrix through Naïve Bayesian for collaborative filtering
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
From netflix to heart attacks: collaborative filtering in medical datasets
Proceedings of the 1st ACM International Health Informatics Symposium
Using ontological and document similarity to estimate museum exhibit relatedness
Journal on Computing and Cultural Heritage (JOCCH)
CMAP: effective fusion of quality and relevance for multi-criteria recommendation
Proceedings of the fourth ACM international conference on Web search and data mining
Expert Systems with Applications: An International Journal
TVGuide2.0: applying the Web2.0 fundamentals to IDTV
Multimedia Tools and Applications
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
Recommendation-based editor for business process modeling
Data & Knowledge Engineering
Web recommendation based on back propagation neural networks
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Trust based recommender system using ant colony for trust computation
Expert Systems with Applications: An International Journal
Hybrid personalized recommender system using centering-bunching based clustering algorithm
Expert Systems with Applications: An International Journal
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
Commenders: A recommendation procedure for online book communities
Electronic Commerce Research and Applications
Information Sciences: an International Journal
The decision-theoretic interactive video advisor
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Collaborative filtering by personality diagnosis: a hybrid memory- and model-based approach
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Evaluation of attribute-aware recommender system algorithms on data with varying characteristics
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Collaborative filtering on data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Integrating collaborate and content-based filtering for personalized information recommendation
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Cross-technique mediation of user models
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Collaboratively shared information retrieval model for e-learning
ICWL'06 Proceedings of the 5th international conference on Advances in Web Based Learning
Preference elicitation techniques for group recommender systems
Information Sciences: an International Journal
Semantic web recommender system based personalization service for user XQuery pattern
WINE'05 Proceedings of the First international conference on Internet and Network Economics
A framework for session based recommendations
EC-Web'05 Proceedings of the 6th international conference on E-Commerce and Web Technologies
A web page ranking method by analyzing hyperlink structure and k-elements
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
Collaborative machine learning
From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Using latent class models for neighbors selection in collaborative filtering
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Turning mass media to your media: intelligent search with customized results
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
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
The compass filter: search engine result personalization using web communities
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
IM3: a system for matchmaking in mobile environments
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
UP-DRES: user profiling for a dynamic REcommendation system
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
A 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
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Probabilistic approaches to tag recommendation in a social bookmarking network
PRIMA'10 Proceedings of the 13th international conference on Principles and Practice of Multi-Agent Systems
Long-tail recommendation based on reflective indexing
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Harnessing geo-tagged resources for Web personalization
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Neural expert networks for faster combined collaborative and content-based recommendation
Journal of Computational Methods in Sciences and Engineering
DIY-CDR: an ontology-based, Do-It-Yourself component discoverer and recommender
Personal and Ubiquitous Computing
A mobile 3D-GIS hybrid recommender system for tourism
Information Sciences: an International Journal
Exploring social influence for recommendation: a generative model approach
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Review quality aware collaborative filtering
Proceedings of the sixth ACM conference on Recommender systems
Recommending academic papers via users' reading purposes
Proceedings of the sixth ACM conference on Recommender systems
User participation prediction in online forums
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Journal of the American Society for Information Science and Technology
Contextual recommendations for groups
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Advance missing data processing for collaborative filtering
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Intelligent Information Retrieval Using Fuzzy Association Rule Classifier
International Journal of Intelligent Information Technologies
Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems
Information Processing and Management: an International Journal
T-Recs: Time-aware Twitter-based Drug Recommender System
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Mining large streams of user data for personalized recommendations
ACM SIGKDD Explorations Newsletter
Knowledge-Based Systems
A Random Walk Model for Item Recommendation in Social Tagging Systems
ACM Transactions on Management Information Systems (TMIS)
Exploiting non-content preference attributes through hybrid recommendation method
Proceedings of the 7th ACM conference on Recommender systems
A semantic social network-based expert recommender system
Applied Intelligence
International Journal of Business Information Systems
Customized products recommendation based on probabilistic relevance model
Journal of Intelligent Manufacturing
A quality based recommender system to disseminate information in a university digital library
Information Sciences: an International Journal
QA document recommendations for communities of question-answering websites
Knowledge-Based Systems
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
Statistical user model supported by R-Tree structure
Applied Intelligence
Tag recommendation for social bookmarking: Probabilistic approaches
Multiagent and Grid Systems - Principles and Practice of Multi-Agent Systems
Internal link prediction: A new approach for predicting links in bipartite graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
| Hi-index | 0.04 |
Recommendation systems make suggestions about artifacts to a user. For instance, they may predict whether a user would be interested in seeing a particular movie. Social recomendation methods collect ratings of artifacts from many individuals, and use nearest-neighbor techniques to make recommendations to a user concerning new artifacts. However, these methods do not use the significant amount of other information that is often available about the nature of each artifact - such as cast lists o r movie reviews, for example. This paper presents an inductive learning approach to recommendation that is able to use both ratings information and other forms of information about each artifact in predicting user preferences. We show that our method outperforms an existing social-filtering method in the domain of movie recommendations on a dataset of more than 45,000 movie ratings collected from a community of over 250 users.