Evaluating collaborative filtering recommender systems

Evaluating collaborative filtering recommender systems (2004)

Cached

Download Links

Other Repositories/Bibliography

DBLP

by Jonathan L. Herlocker , Joseph A. Konstan , Loren G. Terveen , John , T. Riedl

Venue:	ACM Transactions on Information Systems
Citations:	365 - 9 self

BibTeX

@ARTICLE{Herlocker04evaluatingcollaborative,
    author = {Jonathan L. Herlocker and Joseph A. Konstan and Loren G. Terveen and John and T. Riedl},
    title = {Evaluating collaborative filtering recommender systems},
    journal = {ACM Transactions on Information Systems},
    year = {2004},
    volume = {22},
    pages = {5--53}
}

Years of Citing Articles

Bookmark

OpenURL

Abstract

Citations

1927	Modern Information Retrieval - Baeza-Yates, Ribeiro-Neto - 1999
1373	Usability engineering - Nielsen - 1993
872	Grouplens An open architecture for collaborative filtering of netnews - Resnick, Iacovou, et al. - 1994
802	Reputation systems - Resnick, Kuwabara, et al.
774	Empirical Analysis of Predictive Algorithms for Collaborative Filtering - Breese, Heckerman, et al. - 1998
732	Social information filtering: Algorithms for automating word of mouth - Shardanand, Maes - 1995
577	Using collaborative filtering to weave an information tapestry - Goldberg, Nichols, et al. - 1992
480	Applying Collaborative Filtering to Usenet News - Konstan, Miller, et al. - 1997
479	Item-based collaborative filtering recommendation algorithms - Sarwar, Karypis, et al.
388	An Algorithmic Framework for Performing Collaborative Filtering - Herlocker, Konstan, et al. - 1999
378	Y.: Fab: content-based, collaborative recommendation - Balabanovic, Shoham - 1997
349	The meaning and use of the area under a Receiver Operating Characteristic (ROC) curve - HANLEY, MCNEIL - 1982
283	Analysis of recommendation algorithms for E-commerce - Sarwar, Karypis, et al. - 2000
229	G.: Recommending and evaluating choices in a virtual community of use - Hill, Stead, et al. - 1995
217	Mining the network value of customers - Domingos, Richardson
207	Learning Collaborative Information Filters - Billsus, MJ - 1998
206	Explaining collaborative filtering recommendations - Herlocker, Konstan, et al. - 2000
199	Recommendation as classification: using social and content-based information in recommendation - Basu, Hirsh, et al. - 1998
178	Combininig collaborative filtering with personal agents for better recommendations - Good, Schafer, et al. - 1999
169	J.T.: Application of dimensionality reduction in recommender system – a case study - Sarwar, Karypis, et al. - 2000
138	Footprints: history-rich tools for information foraging - Wexelblat, Maes - 1999
135	C.L.: Collaborative filtering by personality diagnosis: A hybrid memory-and-model-based approach - Penmnock, Horvitz, et al. - 2000
129	Y.: Information Filtering Based on User Behavior Analysis and Best Match Retrieval - Morita, Shinoda - 1994
125	Factors determining the performance of indexing systems - Cleverdon, Mills, et al. - 1966
122	K.: Dependency Networks for Inference, Collaborative Filtering, and Data Visualization - Heckerman, Chickering, et al.
106	Using filtering agents to improve prediction quality in the grouplens research collaborative filtering system - Sarwar, Konstan, et al. - 1998
104	Collaborative filtering with privacy via factor analysis - Canny - 2002
76	Horting hatches an egg: A new graph-theoretic approach to collaborative filtering - Aggarwal, Wolf, et al. - 1999
72	Getting to know you: Learning new user preferences in recommender systems - Rashid, Albert, et al. - 2002
70	Overview of the seventh Text Retrieval Conference (TREC-7 - Voorhees - 1998
58	Effective personalization based on association rule discovery from web usage data - Mobasher, Dai, et al.
54	Handbook of Human-Computer Interaction - Helander - 1988
52	Variations in relevance assessments and the measurement of retrieval effectiveness - Harter - 1996
52	Beyond algorithms: An HCI perspective on recommender systems”, 2001 Workshop on Recommender Systems, available at: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.23.9764&rep=rep1&type=pdf (accessed 29 - Swearingen, Sinha - 2001
49	On the Recommending of Citations for Research Papers - McNee, Albert, et al. - 2002
44	Let’s stop pushing the envelope and start addressing it: A reference task agenda for HCI - Whittaker, Terveen, et al. - 2000
41	An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms - Herlocker, Konstan, et al.
38	Measuring Retrieval Effectiveness Based on User Preference of Documents - Yao - 1995
34	Better or just different? On the benefits of designing interactive systems in terms of critical parameters - Newman - 1997
33	Effectiveness of information retrieval methods - Swets - 1969
31	Information Retrieval Systems - Swets - 1963
29	The Role of Transparency in Recommender Systems - Sinha, Swearingen - 2002
28	Experiences with GroupLens: Making Usenet useful again - Miller, Riedl, et al. - 1997
28	Why batch and user evaluations do not give the same results - Turpin, Hersh - 2001
25	An empirical evaluation of user interfaces for topic management of web sites - Amento, Hill, et al. - 1999
25	Inferring User Interest - Claypool, Brown, et al. - 2001
18	Evaluating expertise recommendations - McDonald - 2001
15	Jump-starting movielens: User benefits of starting a collaborative filtering system with “dead-data - Dahlen, Konstan, et al. - 1998
13	Movielens unplugged: Experiences with a recommender system on four mobile devices - Miller, Albert - 2003
13	Generative models for cold-start recommendations - Schein, Popescul, et al. - 2001