Impact of Data Characteristics on Recommender Systems Performance. ACM Trans. Manage. Inf. Syst., (3)1:3:1--3:17, ACM, New York, NY, USA, April 2012. [PUMA: characteristics dataset dependence evaluation model recommender] URL
Performance of Recommender Algorithms on Top-n Recommendation Tasks. Proceedings of the Fourth ACM Conference on Recommender Systems, 39--46, ACM, New York, NY, USA, 2010. [PUMA: evaluation performance recommender] URL
LocalRank - Neighborhood-Based, Fast Computation of Tag Recommendations. In Christian Huemer, und Thomas Setzer (Hrsg.), E-Commerce and Web Technologies, (85):258-269, Springer Berlin Heidelberg, 2011. [PUMA: folkrank leavepostout localrank recommender tag] URL
TagRanker: learning to recommend ranked tags. Logic Journal of IGPL, (19)2:395-404, 2011. [PUMA: LeavePostOut recommender tag tagranker] URL
Methods and Metrics for Cold-start Recommendations. Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 253--260, ACM, New York, NY, USA, 2002. [PUMA: cold croc groc metrics recommender start] URL
Ubicon and its applications for ubiquitous social computing. New Review of Hypermedia and Multimedia, (20)1:53-77, 2014. [PUMA: 2014 computing framework myown recommender social ubicon] URL
Meeting User Information Needs in Recommender Systems. Minneapolis, MN, USA, 2006. [PUMA: cite motivation recommender redundancy]
Research Paper Recommender System Evaluation: A Quantitative Literature Survey. 2013. [PUMA: evaluation paper recommender research toread]
The filter bubble : what the Internet is hiding from you. Penguin Press, New York, 2011. [PUMA: bubble filter hiding info20 internet recommender] URL
Recommender systems: from algorithms to user experience. User Modeling and User-Adapted Interaction, (22)1-2:101-123, Springer Netherlands, 2012. [PUMA: algorithms experience overview recommender survey systems user] URL
Mahout in action. Manning Publications Co., Shelter Island, N.Y., 2012. [PUMA: action framework mohout recommender] URL
Recommender systems : an introduction. Cambridge University Press, New York, 2011. [PUMA: introduction recommender recsys] URL
Evaluating recommendation systems. Recommender Systems Handbook, 257--297, Springer, 2011. [PUMA: evaluation metric metrics recommendation recommender statistic systems test] URL
Trend detection in folksonomies. Proceedings of the First international conference on Semantic and Digital Media Technologies, 56--70, Springer-Verlag, Berlin, Heidelberg, 2006. [PUMA: folkrank recommender] URL
Personalized PageRank vectors for tag recommendations: inside FolkRank. Proceedings of the fifth ACM conference on Recommender systems, 45--52, ACM, New York, NY, USA, 2011. [PUMA: folkrank inside recommendation recommender] URL
Pairwise interaction tensor factorization for personalized tag recommendation. Proceedings of the third ACM international conference on Web search and data mining, 81--90, ACM, New York, NY, USA, 2010. [PUMA: factorization pitf recommender tag tensor] URL
Resource recommendation in social annotation systems: A linear-weighted hybrid approach. Journal of Computer and System Sciences, (78)4:1160 - 1174, 2012. [PUMA: itemRecommendation recommender] URL
Scientometrics 2.0: New metrics of scholarly impact on the social Web. First Monday; Volume 15, Number 7 - 5 July 2010, 2010. [PUMA: Scientometrics info20 item recommender webometrics] URL
Being accurate is not enough: how accuracy metrics have hurt recommender systems. CHI '06 extended abstracts on Human factors in computing systems, 1097--1101, ACM, New York, NY, USA, 2006. [PUMA: accuracy item metric recommender] URL
Rating items by rating tags. Systems and the Social Web at ACM, 2010. [PUMA: item rating recommender tags]
Testing collaborative filtering against co-citation analysis and bibliographic coupling for academic author recommendation. Workshop on Recommender Systems and the Social Web (ACM RecSys'11), 2011. [PUMA: author item recommendation recommender]
A survey of recommender systems for scientific papers. 2012. [PUMA: item paper recommender science survey]
Don't look stupid: avoiding pitfalls when recommending research papers. Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, 171--180, ACM, New York, NY, USA, 2006. [PUMA: itemRecommendation paper pitfalls recommender stupid toRead] URL
Recommender Systems for Social Bookmarking. Tilburg, The Netherlands, Dezember 2009. [PUMA: bookmarking itemRecommendation recommender social] URL
Evaluating collaborative filtering recommender systems. ACM Trans. Inf. Syst., (22):5--53, ACM, New York, NY, USA, Januar 2004. [PUMA: collaEvaluating collaborative eval evaluation filtering recommend recommendation recommender systems] URL
Factor Models for Tag Recommendation in BibSonomy. In Folke Eisterlehner, Andreas Hotho, und Robert Jäschke (Hrsg.), ECML PKDD Discovery Challenge 2009 (DC09), (497):235--242, CEUR Workshop Proceedings, Bled, Slovenia, September 2009. [PUMA: 3d folksonomy kde recommender social tensor] URL
Personalised Tag Recommendation. Recommender Systems & the Social Web, 2009. [PUMA: behaviour hierarchical personalize recommender] URL
Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions. IEEE Transactions on Knowledge and Data Engineering, (17)6:734--749, IEEE Computer Society, Los Alamitos, CA, USA, 2005. [PUMA: recommender survey]
Testing and Evaluating Tag Recommenders in a Live System. RecSys '09: Proceedings of the 2009 ACM Conference on Recommender Systems, ACM, New York, NY, USA, 2009. [PUMA: 2009 BibSonomy conference folksonomy framework recommender]