Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Agents that reduce work and information overload
Software agents
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Analysis of recommendation algorithms for e-commerce
Proceedings of the 2nd ACM conference on Electronic commerce
A Taxonomy of Recommender Agents on theInternet
Artificial Intelligence Review
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
AutoTag: a collaborative approach to automated tag assignment for weblog posts
Proceedings of the 15th international conference on World Wide Web
Meeting user information needs in recommender systems
Meeting user information needs in recommender systems
Introduction to Information Retrieval
Introduction to Information Retrieval
Technical paper recommendation: a study in combining multiple information sources
Journal of Artificial Intelligence Research
Collaborative filtering for social tagging systems: an experiment with CiteULike
Proceedings of the third ACM conference on Recommender systems
Document recommendation in social tagging services
Proceedings of the 19th international conference on World wide web
Capturing implicit user influence in online social sharing
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Automatically building research reading lists
Proceedings of the fourth ACM conference on Recommender systems
Using self-defined group activities for improvingrecommendations in collaborative tagging systems
Proceedings of the fourth ACM conference on Recommender systems
Metadata impact on research paper similarity
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Which photo groups should I choose? A comparative study of recommendation algorithms in Flickr
Journal of Information Science
Automatic tag recommendation algorithms for social recommender systems
ACM Transactions on the Web (TWEB)
A recommender system based on tag and time information for social tagging systems
Expert Systems with Applications: An International Journal
OSUSUME: cross-lingual recommender system for research papers
Proceedings of the 2011 Workshop on Context-awareness in Retrieval and Recommendation
CiteRank: combination similarity and static ranking with research paper searching
International Journal of Internet Technology and Secured Transactions
Modelling user behaviour and interactions: augmented cognition on the social web
FAC'11 Proceedings of the 6th international conference on Foundations of augmented cognition: directing the future of adaptive systems
A combination ranking model for research paper social bookmarking systems
AMT'11 Proceedings of the 7th international conference on Active media technology
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
A personalized recommendation system on scholarly publications
Proceedings of the 20th ACM international conference on Information and knowledge management
Link analysis in mind maps: a new approach to determining document relatedness
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Resource recommendation in social annotation systems: A linear-weighted hybrid approach
Journal of Computer and System Sciences
Using semi-structured data for assessing research paper similarity
Information Sciences: an International Journal
Tag Based Recommender System for Social Bookmarking Sites
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Introducing Docear's research paper recommender system
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
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
TiNYARM: Awareness of Research Papers in a Community of Practice
Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies
Flickr group recommendation based on user-generated tags and social relations via topic model
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Research paper recommender system evaluation: a quantitative literature survey
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Hi-index | 0.00 |
We describe the use of the social reference management website CiteULike for recommending scientific articles to users, based on their reference library. We test three different collaborative filtering algorithms, and find that user-based filtering performs best. A temporal analysis of the data indexed by CiteULike shows that it takes about two years for the cold-start problem to disappear and recommendation performance to improve.