Recommending scientific articles using citeulike Export

@inproceedings{citeulike:3814574, abstract = {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.}, address = {New York, NY, USA}, author = {Bogers, Toine and van den Bosch, Antal}, booktitle = {RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems}, citeulike-article-id = {3814574}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1454008.1454053}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1454008.1454053}, doi = {10.1145/1454008.1454053}, isbn = {978-1-60558-093-7}, keywords = {citeulike, recommendation, socialweb}, location = {Lausanne, Switzerland}, pages = {287--290}, posted-at = {2009-06-02 21:06:11}, priority = {2}, publisher = {ACM}, title = {Recommending scientific articles using citeulike}, url = {http://dx.doi.org/10.1145/1454008.1454053}, year = {2008} }

TY - CONF ID - citeulike:3814574 L3 - citeulike-article-id:3814574 N2 - 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. CY - Lausanne, Switzerland SN - 978-1-60558-093-7 AD - New York, NY, USA EP - 290 TI - Recommending scientific articles using citeulike PB - ACM T2 - RecSys '08: Proceedings of the 2008 ACM conference on Recommender systems SP - 287 KW - citeulike KW - recommendation KW - socialweb AU - Bogers, Toine AU - van den Bosch, Antal PY - 2008/// UR - http://dx.doi.org/10.1145/1454008.1454053 ER -