ACM Portal
  Subscribe (Full Service)    Register (Limited Service, Free)    Login
  Search:   The ACM Digital Library   The Guide
  
ACM Home Page
Please provide us with feedback. Feedback
GroupLens: an open architecture for collaborative filtering of netnews
Full text PdfPdf (1.32 MB)
Source Computer Supported Cooperative Work archive
Proceedings of the 1994 ACM conference on Computer supported cooperative work table of contents
Chapel Hill, North Carolina, United States
Pages: 175 - 186  
Year of Publication: 1994
ISBN:0-89791-689-1
Authors
Paul Resnick  MIT Center for Coordination Science, Room E53-325, 50 Memorial Drive, Cambridge, MA
Neophytos Iacovou  University of Minnesota, Department of Computer Science, Minneapolis, Minnesota
Mitesh Suchak  MIT Center for Coordination Science, Room E53-325, 50 Memorial Drive, Cambridge, MA
Peter Bergstrom  University of Minnesota, Department of Computer Science, Minneapolis, Minnesota
John Riedl  University of Minnesota, Department of Computer Science, Minneapolis, Minnesota
Sponsors
SIGGROUP: ACM Special Interest Group on Supporting Group Work
SIGCHI: ACM Special Interest Group on Computer-Human Interaction
Publisher
ACM  New York, NY, USA
Bibliometrics
Downloads (6 Weeks): 73,   Downloads (12 Months): 631,   Citation Count: 364
Additional Information:

abstract   references   cited by   index terms   collaborative colleagues   peer to peer  

Tools and Actions: Request Permissions Request Permissions    Review this Article  
DOI Bookmark: Use this link to bookmark this Article: http://doi.acm.org/10.1145/192844.192905
What is a DOI?

ABSTRACT

Collaborative filters help people make choices based on the opinions of other people. GroupLens is a system for collaborative filtering of netnews, to help people find articles they will like in the huge stream of available articles. News reader clients display predicted scores and make it easy for users to rate articles after they read them. Rating servers, called Better Bit Bureaus, gather and disseminate the ratings. The rating servers predict scores based on the heuristic that people who agreed in the past will probably agree again. Users can protect their privacy by entering ratings under pseudonyms, without reducing the effectiveness of the score prediction. The entire architecture is open: alternative software for news clients and Better Bit Bureaus can be developed independently and can interoperate with the components we have developed.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
1
Robert B. Allen, User models: theory, method, and practice, International Journal of Man-Machine Studies, v.32 n.5, p.511-543, May 1990  [doi>10.1016/S0020-7373(05)80032-X]
2
Nicholas J. Belkin , W. Bruce Croft, Information filtering and information retrieval: two sides of the same coin?, Communications of the ACM, v.35 n.12, p.29-38, Dec. 1992  [doi>10.1145/138859.138861]
3
Laurence Brothers , Jim Hollan , Jakob Neilsen , Scott Stornetta , Steve Abney , George Furnas , Michael Littman, Supporting informal communication via ephemeral interest groups, Proceedings of the 1992 ACM conference on Computer-supported cooperative work, p.84-90, November 01-04, 1992, Toronto, Ontario, Canada  [doi>10.1145/143457.143465]
 
4
Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K. and Harshman, R. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science, 41, 6 (1990), pp. 391-407.
5
Peter W. Foltz , Susan T. Dumais, Personalized information delivery: an analysis of information filtering methods, Communications of the ACM, v.35 n.12, p.51-60, Dec. 1992  [doi>10.1145/138859.138866]
6
David Goldberg , David Nichols , Brian M. Oki , Douglas Terry, Using collaborative filtering to weave an information tapestry, Communications of the ACM, v.35 n.12, p.61-70, Dec. 1992  [doi>10.1145/138859.138867]
7
William C. Hill , James D. Hollan , Dave Wroblewski , Tim McCandless, Edit wear and read wear, Proceedings of the SIGCHI conference on Human factors in computing systems, p.3-9, May 03-07, 1992, Monterey, California, United States  [doi>10.1145/142750.142751]
 
8
Kahn, R.E. and Cerf, V.G. The Digital Library Project, Volume i: The Wold of Knowbots. An Open Architecture for a Digital Library System and a Plan for Its Development. CNRI, 1895 Preston White Drive, Suite 100, Reston, VA 22091 Tech Report (March, 1988).
 
9
Jussi Karlgren, Newsgroup Clustering Based On User Behavior - A Recommendation Algebra, European Research Consortium for Informatics and Mathematics at SICS, 1994
10
Leonard Kawell, Jr. , Steven Beckhardt , Timothy Halvorsen , Raymond Ozzie , Irene Greif, Replicated document management in a group communication system, Proceedings of the 1988 ACM conference on Computer-supported cooperative work, September 26-28, 1988, Portland, Oregon, United States  [doi>10.1145/62266.1024798]
11
Shumpei Kumon, From wealth to wisdom: a change in the social paradigm, Proceedings of the 1992 ACM conference on Computer-supported cooperative work, p.3, November 01-04, 1992, Toronto, Ontario, Canada  [doi>10.1145/143457.371587]
 
12
Maes, P. and Kozierok, R. Learning Interface Agents. in Proceedings of AAAI 93 (1993, San Mateo, CA: American Association for Artifical Intelligence).
13
Thomas W Malone , Kenneth R Grant , Franklyn A Turbak , Stephen A Brobst , Michael D Cohen, Intelligent information-sharing systems, Communications of the ACM, v.30 n.5, p.390-402, May 1987  [doi>10.1145/22899.22903]
 
14
Maltz, D.A. Distributing Information for Collaborative Filtering on Usenet Net News. MIT Department of EECS MS Thesis (May, 1994).
 
15
Pindyck, R.S. and Rubinfeld, D.L. Econometric Models and Economic Forecasts. MacGraw-Hill, New York, 199 I.
 
16
Gerard Salton , Christopher Buckley, Term-weighting approaches in automatic text retrieval, Information Processing and Management: an International Journal, v.24 n.5, p.513-523, 1988  [doi>10.1016/0306-4573(88)90021-0]
 
17
Salton, G. and Buckley, C. Improving Retrieval Performance by Relevance Feedback. Journal of the American Society for Information Science, 41, 4 (1990), pp. 288-297.
 
18
Sheth, B. A Learning Approach to Personalized Information Filtering. MIT Department of EECS MS Thesis (February, 1994).
 
19
Stodolsky, D.S. Invitational Journals Based Upon Peer Consensus. Roskilde University Centre, Institute of Geography, Socioeconomic Analysis, and Computer Science. ISSN 0109-9779-29 #No. 29/1990 (, 1990).
 
20
Suchak, M.A. GoodNews: A Collaborative Filter for Network News. MIT Department of EECS MS Thesis (February, 1994).
 
21
Gio Wiederhold, Mediators in the Architecture of Future Information Systems, Computer, v.25 n.3, p.38-49, March 1992  [doi>10.1109/2.121508]

CITED BY  367
Michael P. O'Mahony , Neil J. Hurley , Guenole C. M. Silvestre, Utility-based neighbourhood formation for efficient and robust collaborative filtering, Proceedings of the 5th ACM conference on Electronic commerce, May 17-20, 2004, New York, NY, USA
 
Zan Huang , Daniel Zeng , Hsinchun Chen, A Comparison of Collaborative-Filtering Recommendation Algorithms for E-commerce, IEEE Intelligent Systems, v.22 n.5, p.68-78, September 2007
Thomas Hofmann, Collaborative filtering via gaussian probabilistic latent semantic analysis, Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, July 28-August 01, 2003, Toronto, Canada
 
Greg Linden , Brent Smith , Jeremy York, Amazon.com Recommendations: Item-to-Item Collaborative Filtering, IEEE Internet Computing, v.7 n.1, p.76-80, January 2003
Ana Cristina Bicharra Garcia , Martin Ekstrom , Hans Björnsson, HYRIWYG: leveraging personalization to elicit honest recommendations, Proceedings of the 5th ACM conference on Electronic commerce, May 17-20, 2004, New York, NY, USA
Giuseppe Carenini , Jocelyin Smith , David Poole, Towards more conversational and collaborative recommender systems, Proceedings of the 8th international conference on Intelligent user interfaces, January 12-15, 2003, Miami, Florida, USA
Rong Jin , Luo Si, A study of methods for normalizing user ratings in collaborative filtering, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
Jianshu Weng , Chunyan Miao , Angela Goh , Dongtao Li, Trust-based collaborative filtering, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany
 
Junichi Iijima , Sho Ho, Common structure and properties of filtering systems, Electronic Commerce Research and Applications, v.6 n.2, p.139-145, Summer 2007
Xiaoyuan Wu , Alvaro Bolivar, Keyword extraction for contextual advertisement, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
 
Jin-Min Yang , Kin Fun Li, Short communication: Recommendation based on rational inferences in collaborative filtering, Knowledge-Based Systems, v.22 n.1, p.105-114, January, 2009
 
Markus Zanker , Markus Jessenitschnig , Dietmar Jannach , Sergiu Gordea, Comparing Recommendation Strategies in a Commercial Context, IEEE Intelligent Systems, v.22 n.3, p.69-73, May 2007
Kenichi Kamiya , Martin Röscheisen , Terry Winograd, Grassroots: providing a uniform framework for communicating, sharing information, and organizing people, Conference companion on Human factors in computing systems: common ground, p.239-240, April 13-18, 1996, Vancouver, British Columbia, Canada
Andrew T. Fiore , Scott Lee Tiernan , Marc A. Smith, Observed behavior and perceived value of authors in usenet newsgroups: bridging the gap, Proceedings of the SIGCHI conference on Human factors in computing systems: Changing our world, changing ourselves, April 20-25, 2002, Minneapolis, Minnesota, USA
Loren Terveen , Will Hill , Brian Amento , David McDonald , Josh Creter, PHOAKS: a system for sharing recommendations, Communications of the ACM, v.40 n.3, p.59-62, March 1997
 
Gediminas Adomavicius , Alexander Tuzhilin, Using Data Mining Methods to Build Customer Profiles, Computer, v.34 n.2, p.74-82, February 2001
 
Upendra Shardanand , Pattie Maes, Social information filtering: algorithms for automating “word of mouth”, Proceedings of the SIGCHI conference on Human factors in computing systems, p.210-217, May 07-11, 1995, Denver, Colorado, United States
Bo Xie , Peng Han , Ruimin Shen, PipeCF: a scalable DHT-based collaborative filtering recommendation system, Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters, May 19-21, 2004, New York, NY, USA
Justin Basilico , Thomas Hofmann, A joint framework for collaborative and content filtering, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
Rong Jin , Luo Si , ChengXiang Zhai , Jamie Callan, Collaborative filtering with decoupled models for preferences and ratings, Proceedings of the twelfth international conference on Information and knowledge management, November 03-08, 2003, New Orleans, LA, USA
Rong Jin , Joyce Y. Chai , Luo Si, An automatic weighting scheme for collaborative filtering, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
Xiaodan Song , Belle L. Tseng , Ching-Yung Lin , Ming-Ting Sun, Personalized recommendation driven by information flow, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Xiaodan Song , Yun Chi , Koji Hino , Belle L. Tseng, Information flow modeling based on diffusion rate for prediction and ranking, Proceedings of the 16th international conference on World Wide Web, May 08-12, 2007, Banff, Alberta, Canada
 
Chun Zeng , Chun-Xiao Xing , Li-Zhu Zhou , Xiao-Hui Zheng, Similarity Measure and Instance Selection for Collaborative Filtering, International Journal of Electronic Commerce, v.8 n.4, p.115-129, Number 4/Summer 2004
Junichi Tatemura, Virtual reviewers for collaborative exploration of movie reviews, Proceedings of the 5th international conference on Intelligent user interfaces, p.272-275, January 09-12, 2000, New Orleans, Louisiana, United States
Brian Starr , Mark S. Ackerman , Michael Pazzani, Do-I-Care: a collaborative Web agent, Conference companion on Human factors in computing systems: common ground, p.273-274, April 13-18, 1996, Vancouver, British Columbia, Canada
 
Kai Yu , Anton Schwaighofer , Volker Tresp , Xiaowei Xu , Hans-Peter Kriegel, Probabilistic Memory-Based Collaborative Filtering, IEEE Transactions on Knowledge and Data Engineering, v.16 n.1, p.56-69, January 2004
Laurent Denoue , Patrick Chiu , Tohru Fuse, Shared text input for note taking on handheld devices, CHI '02 extended abstracts on Human factors in computing systems, April 20-25, 2002, Minneapolis, Minnesota, USA
Xue-Feng Su , Hua-Jun Zeng , Zheng Chen, Finding group shilling in recommendation system, Special interest tracks and posters of the 14th international conference on World Wide Web, May 10-14, 2005, Chiba, Japan
Baruch Awerbuch , Aviv Nisgav , Boaz Patt-Shamir, Asynchronous recommendation systems, Proceedings of the twenty-sixth annual ACM symposium on Principles of distributed computing, August 12-15, 2007, Portland, Oregon, USA
John O'Donovan , Barry Smyth , Brynjar Gretarsson , Svetlin Bostandjiev , Tobias Höllerer, PeerChooser: visual interactive recommendation, Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, April 05-10, 2008, Florence, Italy
 
Xuejun Zhang , John Edwards , Jenny Harding, Personalised online sales using web usage data mining, Computers in Industry, v.58 n.8-9, p.772-782, December, 2007
Antonietta Grasso , Michael Koch , Alessandro Rancati, Augmenting recommender systems by embedding interfaces into practices, Proceedings of the international ACM SIGGROUP conference on Supporting group work, p.267-275, November 14-17, 1999, Phoenix, Arizona, United States
 
Chrysanthos Dellarocas, Mechanisms for coping with unfair ratings and discriminatory behavior in online reputation reporting systems, Proceedings of the twenty first international conference on Information systems, p.520-525, December 2000, Brisbane, Queensland, Australia
Chrysanthos Dellarocas, Immunizing online reputation reporting systems against unfair ratings and discriminatory behavior, Proceedings of the 2nd ACM conference on Electronic commerce, p.150-157, October 17-20, 2000, Minneapolis, Minnesota, United States
 
Josephine Griffith , Paul O'Dea , Colm O'Riordan, A neural net approach to data mining: classification of users to aid information management, Intelligent exploration of the web, Physica-Verlag GmbH, Heidelberg, Germany, 2003
Matthew R. McLaughlin , Jonathan L. Herlocker, A collaborative filtering algorithm and evaluation metric that accurately model the user experience, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
Jianshu Weng , Chunyan Miao , Angela Goh , Zhiqi Shen , Robert Gay, Trust-based agent community for collaborative recommendation, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, May 08-12, 2006, Hakodate, Japan
 
Yuki Mori , Fumiko Harada , Hiromitsu Shimakawa, Coordination Mechanism for optimized provision of services in an area, Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases, p.409-416, February 20-22, 2008, Cambridge, UK
 
Neil J. Hurley , Michael P. O'Mahony , Guenole C. M. Silvestre, Attacking Recommender Systems: A Cost-Benefit Analysis, IEEE Intelligent Systems, v.22 n.3, p.64-68, May 2007
Marko Balabanović , Yoav Shoham, Fab: content-based, collaborative recommendation, Communications of the ACM, v.40 n.3, p.66-72, March 1997
Xiaobin Fu , Jay Budzik , Kristian J. Hammond, Mining navigation history for recommendation, Proceedings of the 5th international conference on Intelligent user interfaces, p.106-112, January 09-12, 2000, New Orleans, Louisiana, United States
Rafael Alonso , Jeffrey A. Bloom , Hua Li , Chumki Basu, An adaptive nearest neighbor search for a parts acquisition ePortal, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2003, Washington, D.C.
Yu Chuan , Xu Jieping , Du Xiaoyong, Recommendation algorithm combining the user-based classified regression and the item-based filtering, Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet, p.574-578, August 13-16, 2006, Fredericton, New Brunswick, Canada
 
Jonathan L. Herlocker, The NR newsreader, Proceedings of the 4th conference on USENIX Tcl/Tk Workshop, 1996, p.9-9, July 10-13, 1996, Monterey, California
Gábor Takács , István Pilászy , Bottyán Németh , Domonkos Tikk, Major components of the gravity recommendation system, ACM SIGKDD Explorations Newsletter, v.9 n.2, December 2007
 
Sahin Albayrak , Dragan Milosevic, Multi-domain collaborative exploration mechanisms for query expansion in an agent-based filtering framework, Electronic Commerce Research and Applications, v.6 n.4, p.399-412, December, 2007
Joseph A. Konstan , Bradley N. Miller , David Maltz , Jonathan L. Herlocker , Lee R. Gordon , John Riedl, GroupLens: applying collaborative filtering to Usenet news, Communications of the ACM, v.40 n.3, p.77-87, March 1997
Neil W. Van Dyke , Henry Lieberman , Pattie Maes, Butterfly: a conversation-finding agent for Internet relay chat, Proceedings of the 4th international conference on Intelligent user interfaces, p.39-41, January 05-08, 1999, Los Angeles, California, United States
Atsuyoshi Nakamura, Learning specialist decision lists, Proceedings of the twelfth annual conference on Computational learning theory, p.215-225, July 07-09, 1999, Santa Cruz, California, United States
 
Fiona Y. Chan , William K. Cheung, Customizing digital storefronts using the knowledge-based approach, Information management: support systems & multimedia technology, Idea Group Publishing, Hershey, PA, 2003
 
Won Kim , Il-Ju Ko , Jin-Sung Yoon , Gye-Young Kim, Inference of recommendation information on the internet using improved FAM, Future Generation Computer Systems, v.20 n.2, p.265-273, February 2004
 
M. P. O'Mahony , N. J. Hurley , G. C. M. Silvestre, An Evaluation of Neighbourhood Formation on the Performance of Collaborative Filtering, Artificial Intelligence Review, v.21 n.3-4, p.215-228, June 2004
Jianshu Weng , Chunyan Miao , Angela Goh, Improving collaborative filtering with trust-based metrics, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France
Huseyin Polat , Wenliang Du, Effects of inconsistently masked data using RPT on CF with privacy, Proceedings of the 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea
 
Tong Queue Lee , Young Park , Yong-Tae Park, A time-based approach to effective recommender systems using implicit feedback, Expert Systems with Applications: An International Journal, v.34 n.4, p.3055-3062, May, 2008
 
Xue Li , Jorge M. Barajas , Yi Ding, Collaborative filtering on streaming data with interest-drifting, Intelligent Data Analysis, v.11 n.1, p.75-87, January 2007
S. Ioannou , G. Moschovitis , K. Ntalianis , K. Karpouzis , S. Kollias, Effective access to large audiovisual assets based on user preferences, Proceedings of the 2000 ACM workshops on Multimedia, p.227-232, October 30-November 03, 2000, Los Angeles, California, United States
Kai Yu , Xiaowei Xu , Martin Ester , Hans-Peter Kriegel, Selecting relevant instances for efficient and accurate collaborative filtering, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA
Danyel Fisher , Kris Hildrum , Jason Hong , Mark Newman , Megan Thomas , Rich Vuduc, SWAMI (poster session): a framework for collaborative filtering algorithm development and evaluation, Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, p.366-368, July 24-28, 2000, Athens, Greece
Kai Yu , Xiaowei Xu , Anton Schwaighofer , Volker Tresp , Hans-Peter Kriegel, Removing redundancy and inconsistency in memory-based collaborative filtering, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
Yoshinori Hijikata, Implicit user profiling for on demand relevance feedback, Proceedings of the 9th international conference on Intelligent user interface, January 13-16, 2004, Funchal, Madeira, Portugal
Arnd Kohrs , Bernard Merialdo, Improving collaborative filtering with multimedia indexing techniques to create user-adapting Web sites, Proceedings of the seventh ACM international conference on Multimedia (Part 1), p.27-36, October 30-November 05, 1999, Orlando, Florida, United States
Dave Snowdon , Antonietta Grasso, Diffusing information in organizational settings: learning from experience, Proceedings of the SIGCHI conference on Human factors in computing systems: Changing our world, changing ourselves, April 20-25, 2002, Minneapolis, Minnesota, USA
 
S. Schockaert , M. De Cock , C. Cornelis, Relatedness of fuzzy sets, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, v.16 n.4, p.297-303, October 2005
 
Patricia Victor , Chris Cornelis , Martine De Cock, Enhanced Recommendations through Propagation of Trust and Distrust, Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology, p.263-266, December 18-22, 2006
Patricia Victor , Chris Cornelis , Ankur M. Teredesai , Martine De Cock, Whom should I trust?: the impact of key figures on cold start recommendations, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
Reyn Y. Nakamoto , Shinsuke Nakajima , Jun Miyazaki , Shunsuke Uemura , Hirokazu Kato , Yoichi Inagaki, Reasonable tag-based collaborative filtering for social tagging systems, Proceeding of the 2nd ACM workshop on Information credibility on the web, October 30-30, 2008, Napa Valley, California, USA
Paul Resnick , James Miller, PICS: Internet access controls without censorship, Communications of the ACM, v.39 n.10, p.87-93, Oct. 1996
Mao Chen , Jaswinder Pal Singh, Computing and using reputations for internet ratings, Proceedings of the 3rd ACM conference on Electronic Commerce, p.154-162, October 14-17, 2001, Tampa, Florida, USA
 
Baruch Awerbuch , Boaz Patt-Shamir , David Peleg , Mark Tuttle, Improved recommendation systems, Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, January 23-25, 2005, Vancouver, British Columbia
Jiyong Zhang , Pearl Pu, Effort and accuracy analysis of choice strategies for electronic product catalogs, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico
 
Bradley N. Miller , John T. Riedl , Joseph A. Konstan, Experiences with GroupLens: marking usenet useful again, Proceedings of the Annual Technical Conference on Proceedings of the USENIX 1997 Annual Technical Conference, p.17-17, January 06-10, 1997, Anaheim, California
 
Yusuke Ohura , Katsumi Takahashi , Iko Pramudiono , Masaru Kitsuregawa, Experiments on query expansion for internet yellow page services using web log mining, Proceedings of the 28th international conference on Very Large Data Bases, p.1008-1018, August 20-23, 2002, Hong Kong, China
Jiyong Zhang , Pearl Pu, A recursive prediction algorithm for collaborative filtering recommender systems, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
Shengchao Ding , Shiwan Zhao , Quan Yuan , Xiatian Zhang , Rongyao Fu , Lawrence Bergman, Boosting collaborative filtering based on statistical prediction errors, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
Atsuyoshi Nakamura , Naoki Abe , Hiroshi Matoba , Katsuhiro Ochiai, Automatic recording agent for digital video server, Proceedings of the eighth ACM international conference on Multimedia, p.57-66, October 2000, Marina del Rey, California, United States
David Payton , Mike Daily , Kevin Martin, Dynamic collaborator discovery in information intensive environments, ACM Computing Surveys (CSUR), v.31 n.2es, June 1999
Andrew Y. Ng, Feature selection, L1 vs. L2 regularization, and rotational invariance, Proceedings of the twenty-first international conference on Machine learning, p.78, July 04-08, 2004, Banff, Alberta, Canada
Benjamin Marlin , Richard S. Zemel, The multiple multiplicative factor model for collaborative filtering, Proceedings of the twenty-first international conference on Machine learning, p.73, July 04-08, 2004, Banff, Alberta, Canada
Paul-Alexandru Chirita , Wolfgang Nejdl , Cristian Zamfir, Preventing shilling attacks in online recommender systems, Proceedings of the 7th annual ACM international workshop on Web information and data management, November 04-04, 2005, Bremen, Germany
Robin Burke , Bamshad Mobasher , Chad Williams , Runa Bhaumik, Classification features for attack detection in collaborative recommender systems, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Tomoharu Iwata , Kazumi Saito , Takeshi Yamada, Recommendation method for extending subscription periods, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
 
Yi Ding , Xue Li , Maria E. Orlowska, Recency-based collaborative filtering, Proceedings of the 17th Australasian Database Conference, p.99-107, January 16-19, 2006, Hobart, Australia
 
Ichiro Kobayashi , Mai Saito, A study on an information recommendation system that provides topical information related to user's inquiry for information retrieval, New Generation Computing, v.26 n.1, p.39-48, January 2008
Bharath Kumar Mohan , Benjamin J. Keller , Naren Ramakrishnan, Scouts, promoters, and connectors: the roles of ratings in nearest neighbor collaborative filtering, Proceedings of the 7th ACM conference on Electronic commerce, p.250-259, June 11-15, 2006, Ann Arbor, Michigan, USA
 
Ichiro Kobayashi , Mai Saito, A Study on Information Recommendation System that Provides Topical Information Related to User's Inquiry for Information Retrieval, Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology, p.385-388, December 18-22, 2006
Neil Rubens , Masashi Sugiyama, Influence-based collaborative active learning, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
 
Manolis G. Vozalis , Konstantinos G. Margaritis, Identifying the effects of SVD and demographic data use on generalized collaborative filtering, International Journal of Computer Mathematics, v.85 n.12, p.1741-1763, December 2008
Daniel E. Rose , Jeremy J. Bornstein , Kevin Tiene, MessageWorld: a new approach to facilitating asynchronous group communication, Proceedings of the fourth international conference on Information and knowledge management, p.266-273, November 29-December 02, 1995, Baltimore, Maryland, United States
J. Ben Schafer , Joseph Konstan , John Riedi, Recommender systems in e-commerce, Proceedings of the 1st ACM conference on Electronic commerce, p.158-166, November 03-05, 1999, Denver, Colorado, United States
Jonathan L. Herlocker , Joseph A. Konstan , John Riedl, Explaining collaborative filtering recommendations, Proceedings of the 2000 ACM conference on Computer supported cooperative work, p.241-250, December 2000, Philadelphia, Pennsylvania, United States
George Karypis, Evaluation of Item-Based Top-N Recommendation Algorithms, Proceedings of the tenth international conference on Information and knowledge management, October 05-10, 2001, Atlanta, Georgia, USA
Takashi Oshiba , Yuichi Koike , Masahiro Tabuchi , Tomonari Kamba, Personalized advertisement-duration control for streaming delivery, Proceedings of the tenth ACM international conference on Multimedia, December 01-06, 2002, Juan-les-Pins, France
Cliff Lampe , Paul Resnick, Slash(dot) and burn: distributed moderation in a large online conversation space, Proceedings of the SIGCHI conference on Human factors in computing systems, p.543-550, April 24-29, 2004, Vienna, Austria
Ling Ma , Nazli Goharian, Query length impact on misuse detection in information retrieval systems, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico
Baruch Awerbuch , Yossi Azar , Zvi Lotker , Boaz Patt-Shamir , Mark R. Tuttle, Collaborate with strangers to find own preferences, Proceedings of the seventeenth annual ACM symposium on Parallelism in algorithms and architectures, July 18-20, 2005, Las Vegas, Nevada, USA
Yi Ding , Xue Li, Time weight collaborative filtering, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany
Lubomira Stoilova , Todd Holloway , Ben Markines , Ana G. Maguitman , Filippo Menczer, GiveALink: mining a semantic network of bookmarks for web search and recommendation, Proceedings of the 3rd international workshop on Link discovery, p.66-73, August 21-25, 2005, Chicago, Illinois
 
T. Kawamura , S. Nagano , M. Inaba , Y. Mizoguchi, WOM Scouter: mobile service for reputation extraction from weblogs, International Journal of Metadata, Semantics and Ontologies, v.3 n.2, p.132-141, December 2008
 
Daniel Lemire, Scale and Translation Invariant Collaborative Filtering Systems, Information Retrieval, v.8 n.1, p.129-150, January 2005
Bharath Kumar Mohan , Benjamin J. Keller , Naren Ramakrishnan, Scouts, promoters, and connectors: The roles of ratings in nearest-neighbor collaborative filtering, ACM Transactions on the Web (TWEB), v.1 n.2, p.8-es, August 2007
Gábor Takács , István Pilászy , Bottyán Németh , Domonkos Tikk, Matrix factorization and neighbor based algorithms for the netflix prize problem, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
 
Félix Hernández del Olmo , Elena Gaudioso , Eduardo H. Martin, The task of guiding in adaptive recommender systems, Expert Systems with Applications: An International Journal, v.36 n.2, p.1972-1977, March, 2009
Will Hill , Loren Terveen, Using frequency-of-mention in public conversations for social filtering, Proceedings of the 1996 ACM conference on Computer supported cooperative work, p.106-112, November 16-20, 1996, Boston, Massachusetts, United States
Badrul M. Sarwar , Joseph A. Konstan , Al Borchers , Jon Herlocker , Brad Miller , John Riedl, Using filtering agents to improve prediction quality in the GroupLens research collaborative filtering system, Proceedings of the 1998 ACM conference on Computer supported cooperative work, p.345-354, November 14-18, 1998, Seattle, Washington, United States
Dan Cosley , Shyong K. Lam , Istvan Albert , Joseph A. Konstan , John Riedl, Is seeing believing?: how recommender system interfaces affect users' opinions, Proceedings of the SIGCHI conference on Human factors in computing systems, April 05-10, 2003, Ft. Lauderdale, Florida, USA
Toshihiro Kamishima, Nantonac collaborative filtering: recommendation based on order responses, Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2003, Washington, D.C.
Markus Jakobsson , Susanne Wetzel, Efficient attribute authentication with applications to ad hoc networks, Proceedings of the 1st ACM international workshop on Vehicular ad hoc networks, October 01-01, 2004, Philadelphia, PA, USA
Justin Basilico , Thomas Hofmann, Unifying collaborative and content-based filtering, Proceedings of the twenty-first international conference on Machine learning, p.9, July 04-08, 2004, Banff, Alberta, Canada
Harald Holz , Oleg Rostanin , Andreas Dengel , Takeshi Suzuki , Kaoru Maeda , Katsumi Kanasaki, Task-based process know-how reuse and proactive information delivery in TaskNavigator, Proceedings of the 15th ACM international conference on Information and knowledge management, November 06-11, 2006, Arlington, Virginia, USA
 
Alberto Díaz , Pablo Gervás, Personalisation in news delivery systems: Item summarization and multi-tier item selection using relevance feedback, Web Intelligence and Agent System, v.3 n.3, p.135-154, July 2005
Amelie Anglade , Marco Tiemann , Fabio Vignoli, Complex-network theoretic clustering for identifying groups of similar listeners in p2p systems, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
 
David Maltz , Kate Ehrlich, Pointing the way: active collaborative filtering, Proceedings of the SIGCHI conference on Human factors in computing systems, p.202-209, May 07-11, 1995, Denver, Colorado, United States
William C. Hill , Loren G. Terveen, Involving remote users in continuous design of web content, Proceedings of the conference on Designing interactive systems: processes, practices, methods, and techniques, p.137-145, August 18-20, 1997, Amsterdam, The Netherlands
J. Ben Schafer , Joseph A. Konstan , John Riedl, Meta-recommendation systems: user-controlled integration of diverse recommendations, Proceedings of the eleventh international conference on Information and knowledge management, November 04-09, 2002, McLean, Virginia, USA
John O'Donovan , Barry Smyth, Is trust robust?: an analysis of trust-based recommendation, Proceedings of the 11th international conference on Intelligent user interfaces, January 29-February 01, 2006, Sydney, Australia
Kevin F. White , Wayne G. Lutters, Behind the curtain: lessons learned from a Wizard of Oz field experiment, ACM SIGGROUP Bulletin, v.24 n.3, December 2003
Jun Wang , Arjen P. de Vries , Marcel J. T. Reinders, Unifying user-based and item-based collaborative filtering approaches by similarity fusion, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Thomas Tran, Designing recommender systems for e-commerce: an integration approach, Proceedings of the 8th international conference on Electronic commerce: The new e-commerce: innovations for conquering current barriers, obstacles and limitations to conducting successful business on the internet, August 13-16, 2006, Fredericton, New Brunswick, Canada
Aliaksandr Birukou , Enrico Blanzieri , Paolo Giorgini, A multi-agent system that facilitates scientific publications search, Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, May 08-12, 2006, Hakodate, Japan
 
Soe-Tsyr Yuan , Kai-Hsiang Peng, Location Based and Customized Voice Information Service for Mobile Community, Information Systems Frontiers, v.6 n.4, p.297-311, December 2004
 
Joon Yeon Choeh , Hong Joo Lee, Mobile push personalization and user experience, AI Communications, v.21 n.2-3, p.185-193, April 2008
Fabiana Lorenzi, A multiagent knowledge-based recommender approach with truth maintenance, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
Vinod Krishnan , Pradeep Kumar Narayanashetty , Mukesh Nathan , Richard T. Davies , Joseph A. Konstan, Who predicts better?: results from an online study comparing humans and an online recommender system, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
Kleanthi Lakiotaki , Stelios Tsafarakis , Nikolaos Matsatsinis, UTA-Rec: a recommender system based on multiple criteria analysis, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
Marko Balabanović, An adaptive Web page recommendation service, Proceedings of the first international conference on Autonomous agents, p.378-385, February 05-08, 1997, Marina del Rey, California, United States
 
Prem Melville , Raymod J. Mooney , Ramadass Nagarajan, Content-boosted collaborative filtering for improved recommendations, Eighteenth national conference on Artificial intelligence, p.187-192, July 28-August 01, 2002, Edmonton, Alberta, Canada
 
Tong Zhang , Vijay S. Iyengar, Recommender systems using linear classifiers, The Journal of Machine Learning Research, 2, p.313-334, 3/1/2002
Michael P. O'Mahony , Neil J. Hurley , Guénolé C.M. Silvestre, Detecting noise in recommender system databases, Proceedings of the 11th international conference on Intelligent user interfaces, January 29-February 01, 2006, Sydney, Australia
 
Chun-Nan Hsu , Hao-Hsiang Chung , Han-Shen Huang, Mining Skewed and Sparse Transaction Data for Personalized Shopping Recommendation, Machine Learning, v.57 n.1-2, p.35-59, October-November 2004
Kent Wittenburg, The WWW information glut: implications for next-generation HCI technologies, ACM Computing Surveys (CSUR), v.28 n.4es, Dec. 1996
Sean M. McNee , Istvan Albert , Dan Cosley , Prateep Gopalkrishnan , Shyong K. Lam , Al Mamunur Rashid , Joseph A. Konstan , John Riedl, On the recommending of citations for research papers, Proceedings of the 2002 ACM conference on Computer supported cooperative work, November 16-20, 2002, New Orleans, Louisiana, USA
 
Shin-jeng Lin, Internetworking of factors affecting successive searches over multiple episodes, Journal of the American Society for Information Science and Technology, v.56 n.4, p.416-436, 15 February 2005
Dan Cosley , Dan Frankowski , Loren Terveen , John Riedl, Using intelligent task routing and contribution review to help communities build artifacts of lasting value, Proceedings of the SIGCHI conference on Human Factors in computing systems, April 22-27, 2006, Montréal, Québec, Canada
 
Byeong Man Kim , Qing Li, Probabilistic Model Estimation for Collaborative Filtering Based on Items Attributes, Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, p.185-191, September 20-24, 2004
Sheng Zhang , Yi Ouyang , James Ford , Fillia Makedon, Analysis of a low-dimensional linear model under recommendation attacks, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
Zhonghang Xia , Yulin Dong , Guangming Xing, Support vector machines for collaborative filtering, Proceedings of the 44th annual southeast regional conference, March 10-12, 2006, Melbourne, Florida
 
Soe-Tsyr Yuan , Kai-Hsiang Peng, Location Based and Customized Voice Information Service for Mobile Community, Information Systems Frontiers, v.6 n.4, p.297-311, December 2004
Frank Hopfgartner , David Vallet , Martin Halvey , Joemon Jose, Search trails using user feedback to improve video search, Proceeding of the 16th ACM international conference on Multimedia, October 26-31, 2008, Vancouver, British Columbia, Canada
Kenneth Bryan , Michael O'Mahony , Pádraig Cunningham, Unsupervised retrieval of attack profiles in collaborative recommender systems, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
Chun Zeng , Chun-Xiao Xing , Li-Zhu Zhou, Similarity measure and instance selection for collaborative filtering, Proceedings of the 12th international conference on World Wide Web, May 20-24, 2003, Budapest, Hungary
Natalie Glance , Jean-Luc Meunier , Pierre Bernard , Damián Arregui, Collaborative document monitoring, Proceedings of the 2001 International ACM SIGGROUP Conference on Supporting Group Work, September 30-October 03, 2001, Boulder, Colorado, USA
Shyong K. Lam , John Riedl, Shilling recommender systems for fun and profit, Proceedings of the 13th international conference on World Wide Web, May 17-20, 2004, New York, NY, USA
 
John O'Donovan , John Dunnion, Adaptive recommendation: putting the best foot forward, Proceedings of the 2004 international symposium on Information and communication technologies, June 16-18, 2004, Las Vegas, Nevada
Gui-Rong Xue , Chenxi Lin , Qiang Yang , WenSi Xi , Hua-Jun Zeng , Yong Yu , Zheng Chen, Scalable collaborative filtering using cluster-based smoothing, Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, August 15-19, 2005, Salvador, Brazil
Sahin Albayrak , Stefan Wollny , Nicolas Varone , Andreas Lommatzsch , Dragan Milosevic, Agent technology for personalized information filtering: the PIA-system, Proceedings of the 2005 ACM symposium on Applied computing, March 13-17, 2005, Santa Fe, New Mexico
Hao Ma , Irwin King , Michael R. Lyu, Effective missing data prediction for collaborative filtering, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
David W. McDonald , Mark S. Ackerman, Expertise recommender: a flexible recommendation system and architecture, Proceedings of the 2000 ACM conference on Computer supported cooperative work, p.231-240, December 2000, Philadelphia, Pennsylvania, United States
 
Mark O'Connor , Dan Cosley , Joseph A. Konstan , John Riedl, PolyLens: a recommender system for groups of users, Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work, p.199-218, September 16-20, 2001, Bonn, Germany
 
Rong Jin , Luo Si , Chengxiang Zhai, A study of mixture models for collaborative filtering, Information Retrieval, v.9 n.3, p.357-382, June 2006
 
Jon Herlocker , Joseph A. Konstan , John Riedl, An Empirical Analysis of Design Choices in Neighborhood-Based Collaborative Filtering Algorithms, Information Retrieval, v.5 n.4, p.287-310, October 2002
Hao Ma , Haixuan Yang , Michael R. Lyu , Irwin King, SoRec: social recommendation using probabilistic matrix factorization, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
Rosta Farzan , Maurice Coyle , Jill Freyne , Peter Brusilovsky , Barry Smyth, ASSIST: adaptive social support for information space traversal, Proceedings of the eighteenth conference on Hypertext and hypermedia, September 10-12, 2007, Manchester, UK
Jiyong Zhang , Nicolas Jones , Pearl Pu, A visual interface for critiquing-based recommender systems, Proceedings of the 9th ACM conference on Electronic commerce, July 08-12, 2008, Chicago, Il, USA
 
Taketoshi Ushiama , Toyohide Watanabe, A framework for personal content search and recommendation based on personal experiences, International Journal of Advanced Intelligence Paradigms, v.1 n.2, p.151-162, April 2008
 
Makoto Nakatsuji , Makoto Yoshida , Toru Ishida, Detecting innovative topics based on user-interest ontology, Web Semantics: Science, Services and Agents on the World Wide Web, v.7 n.2, p.107-120, April, 2009
Jonathan L. Herlocker , Joseph A. Konstan , Al Borchers , John Riedl, An algorithmic framework for performing collaborative filtering, Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval, p.230-237, August 15-19, 1999, Berkeley, California, United States
Jon Kleinberg , Mark Sandler, Convergent algorithms for collaborative filtering, Proceedings of the 4th ACM conference on Electronic commerce, p.1-10, June 09-12, 2003, San Diego, CA, USA
 
Sanjoy Dasgupta , Wee Sun Lee , Philip M. Long, A Theoretical Analysis of Query Selection for Collaborative Filtering, Machine Learning, v.51 n.3, p.283-298, June 2003
 
Qing Li , Byeong Man Kim, An approach for combining content-based and collaborative filters, Proceedings of the sixth international workshop on Information retrieval with Asian languages, p.17-24, July 07-07, 2003, Sappro, Japan
 
C. Lawrence Zitnick , Takeo Kanade, Maximum entropy for collaborative filtering, Proceedings of the 20th conference on Uncertainty in artificial intelligence, p.636-643, July 07-11, 2004, Banff, Canada
Kevin Walsh , Emin Gün Sirer, Fighting peer-to-peer SPAM and decoys with object reputation, Proceeding of the 2005 ACM SIGCOMM workshop on Economics of peer-to-peer systems, August 22-22, 2005, Philadelphia, Pennsylvania, USA
Eui-Hong (Sam) Han , George Karypis, Feature-based recommendation system, Proceedings of the 14th ACM international conference on Information and knowledge management, October 31-November 05, 2005, Bremen, Germany
 
Yoav Freund , Raj Iyer , Robert E. Schapire , Yoram Singer, An efficient boosting algorithm for combining preferences, The Journal of Machine Learning Research, 4, p.933-969, 12/1/2003
F. Maxwell Harper , Dan Frankowski , Sara Drenner , Yuqing Ren , Sara Kiesler , Loren Terveen , Robert Kraut , John Riedl, Talk amongst yourselves: inviting users to participate in online conversations, Proceedings of the 12th international conference on Intelligent user interfaces, January 28-31, 2007, Honolulu, Hawaii, USA
 
Bo Xie , Peng Han , Fan Yang , Rui-Min Shen , Hua-Jun Zeng , Zheng Chen, DCFLA: A distributed collaborative-filtering neighbor-locating algorithm, Information Sciences: an International Journal, v.177 n.6, p.1349-1363, March, 2007
 
Weiyang Lin , Sergio A. Alvarez , Carolina Ruiz, Efficient Adaptive-Support Association Rule Mining for Recommender Systems, Data Mining and Knowledge Discovery, v.6 n.1, p.83-105, January 2002
 
J. Ben Schafer , Joseph A. Konstan , John Riedl, E-Commerce Recommendation Applications, Data Mining and Knowledge Discovery, v.5 n.1-2, p.115-153, January-April 2001
 
K. Karpouzis , G. Moschovitis , K. Ntalianis , S. Ioannou , S. Kollias, Web Access to Large Audiovisual Assets Based on User Preferences, Multimedia Tools and Applications, v.22 n.3, p.215-234, March 2004
 
Silvia Schiaffino , Analía Amandi, Building an expert travel agent as a software agent, Expert Systems with Applications: An International Journal, v.36 n.2, p.1291-1299, March, 2009
 
Tran The Truyen , Dinh Q. Phung , Svetha Venkatesh, Preference networks: probabilistic models for recommendation systems, Proceedings of the sixth Australasian conference on Data mining and analytics, December 03-04, 2007, Gold Coast, Australia
 
Panagiotis Symeonidis , Alexandros Nanopoulos , Apostolos N. Papadopoulos , Yannis Manolopoulos, Collaborative recommender systems: Combining effectiveness and efficiency, Expert Systems with Applications: An International Journal, v.34 n.4, p.2995-3013, May, 2008
Manish Patel , Rich Gossweiler , Mehran Sahami , John Blackburn , David Brown , Andrea Knight, Google TV search: dual-wielding search and discovery in a large-scale product, Proceeding of the 1st international conference on Designing interactive user experiences for TV and video, October 22-24, 2008, Silicon Valley, California, USA
Rossano Schifanella , André Panisson , Cristina Gena , Giancarlo Ruffo, MobHinter: epidemic collaborative filtering and self-organization in mobile ad-hoc networks, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
Ranieri Baraglia , Fidel Cacheda , Victor Carneiro , Vreixo Formoso , Raffaele Perego , Fabrizio Silvestri, Search shortcuts using click-through data, Proceedings of the 2009 workshop on Web Search Click Data, p.48-55, February 09-09, 2009, Barcelona, Spain
 
Cheng Chih Chang , Pei-Ling Chen , Fei-Rung Chiu , Yan-Kwang Chen, Application of neural networks and Kano's method to content recommendation in web personalization, Expert Systems with Applications: An International Journal, v.36 n.3, p.5310-5316, April, 2009
 
Chen-Chung Liu , Chen-Wei Chung, Detecting Mouse Movement with Repeated Visit Patterns for Retrieving Noticed Knowledge Components on Web Pages, IEICE - Transactions on Information and Systems, v.E90-D n.10, p.1687-1696, October 2007
Gerry Stahl , Thomas Herrmann, Intertwining perspectives and negotiation, Proceedings of the international ACM SIGGROUP conference on Supporting group work, p.316-325, November 14-17, 1999, Phoenix, Arizona, United States
Loren G. Terveen , William C. Hill , Brian Amento , David McDonald , Josh Creter, Building task-specific interfaces to high volume conversational data, Proceedings of the SIGCHI conference on Human factors in computing systems, p.226-233, March 22-27, 1997, Atlanta, Georgia, United States
Matthew Richardson , Pedro Domingos, Building large knowledge bases by mass collaboration, Proceedings of the 2nd international conference on Knowledge capture, October 23-25, 2003, Sanibel Island, FL, USA
Pratik Dave , Paul Logasa Bogen, II , Unmil P. Karadkar , Luis Francisco-Revilla , Richard Furuta , Frank Shipman, Dynamically growing hypertext collections, Proceedings of the fifteenth ACM conference on Hypertext and hypermedia, August 09-13, 2004, Santa Cruz, CA, USA
Kai Yu , Volker Tresp , Shipeng Yu, A nonparametric hierarchical bayesian framework for information filtering, Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, July 25-29, 2004, Sheffield, United Kingdom
James Reilly , Jiyong Zhang , Lorraine McGinty , Pearl Pu , Barry Smyth, Evaluating compound critiquing recommenders: a real-user study, Proceedings of the 8th ACM conference on Electronic commerce, June 11-15, 2007, San Diego, California, USA
Benjamin Markines , Heather Roinestad , Filippo Menczer, Efficient assembly of social semantic networks, Proceedings of the nineteenth ACM conference on Hypertext and hypermedia, June 19-21, 2008, Pittsburgh, PA, USA
Karen H. L. Tso-Sutter , Leandro Balby Marinho , Lars Schmidt-Thieme, Tag-aware recommender systems by fusion of collaborative filtering algorithms, Proceedings of the 2008 ACM symposium on Applied computing, March 16-20, 2008, Fortaleza, Ceara, Brazil
 
Michael P. O'Mahony , Barry Smyth, Collaborative web search: a robustness analysis, Artificial Intelligence Review, v.28 n.1, p.69-86, June 2007
David Crandall , Dan Cosley , Daniel Huttenlocher , Jon Kleinberg , Siddharth Suri, Feedback effects between similarity and social influence in online communities, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
 
Heng Luo , Changyong Niu , Ruimin Shen , Carsten Ullrich, A collaborative filtering framework based on both local user similarity and global user similarity, Machine Learning, v.72 n.3, p.231-245, September 2008
 
Buhwan Jeong , Jaewook Lee , Hyunbo Cho, User credit-based collaborative filtering, Expert Systems with Applications: An International Journal, v.36 n.3, p.7309-7312, April, 2009
 
KhanhQuan Truong , Fuyuki Ishikawa , Shinichi Honiden, Improving Accuracy of Recommender System by Item Clustering, IEICE - Transactions on Information and Systems, v.E90-D n.9, p.1363-1373, September 2007
Badrul Sarwar , George Karypis , Joseph Konstan , John Reidl, Item-based collaborative filtering recommendation algorithms, Proceedings of the 10th international conference on World Wide Web, p.285-295, May 01-05, 2001, Hong Kong, Hong Kong
 
Robin Burke, Interactive Critiquing forCatalog Navigation in E-Commerce, Artificial Intelligence Review, v.18 n.3-4, p.245-267, December 2002
Dan Cosley , Dan Frankowski , Sara Kiesler , Loren Terveen , John Riedl, How oversight improves member-maintained communities, Proceedings of the SIGCHI conference on Human factors in computing systems, April 02-07, 2005, Portland, Oregon, USA
Alexander Felfernig , Kostyantyn Shchekotykhin, Debugging user interface descriptions of knowledge-based recommender applications, Proceedings of the 11th international conference on Intelligent user interfaces, January 29-February 01, 2006, Sydney, Australia
 
Peter Briggs , Barry Smyth, On the role of trust in collaborative Web search, Artificial Intelligence Review, v.25 n.1-2, p.97-117, April 2006
Abhinandan S. Das , Mayur Datar , Ashutosh Garg , Shyam Rajaram, Google news personalization: scalable online collaborative filtering, Proceedings of the 16th international conference on World Wide Web, May 08-12, 2007, Banff, Alberta, Canada
 
David Eichmann , Padmini Srinivasan, Adaptive Filtering of Newswire Stories using Two-Level Clustering, Information Retrieval, v.5 n.2-3, p.209-237, April-July 2002
 
Buhwan Jeong , Jaewook Lee , Hyunbo Cho, An iterative semi-explicit rating method for building collaborative recommender systems, Expert Systems with Applications: An International Journal, v.36 n.3, p.6181-6186, April, 2009
Justin Donaldson, A hybrid social-acoustic recommendation system for popular music, Proceedings of the 2007 ACM conference on Recommender systems, October 19-20, 2007, Minneapolis, MN, USA
 
Yen-Liang Chen , Li-Chen Cheng, A novel collaborative filtering approach for recommending ranked items, Expert Systems with Applications: An International Journal, v.34 n.4, p.2396-2405, May, 2008
Hilmi Yildirim , Mukkai S. Krishnamoorthy, A random walk method for alleviating the sparsity problem in collaborative filtering, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
 
Patricia Victor , Chris Cornelis , Martine De Cock , Paulo Pinheiro da Silva, Gradual trust and distrust in recommender systems, Fuzzy Sets and Systems, v.160 n.10, p.1367-1382, May, 2009
Maritza L. Calderón-Benavides , Cristina N. González-Caro , José de J. Pérez-Alcázar , Juan C. García-Díaz , Joaquin Delgado, A comparison of several predictive algorithms for collaborative filtering on multi-valued ratings, Proceedings of the 2004 ACM symposium on Applied computing, March 14-17, 2004, Nicosia, Cyprus
George W. Furnas , Samuel J. Rauch, Considerations for information environments and the NaviQue workspace, Proceedings of the third ACM conference on Digital libraries, p.79-88, June 23-26, 1998, Pittsburgh, Pennsylvania, United States
Michael O'Mahony , Neil Hurley , Nicholas Kushmerick , Guénolé Silvestre, Collaborative recommendation: A robustness analysis, ACM Transactions on Internet Technology (TOIT), v.4 n.4, p.344-377, November 2004
John O'Donovan , Barry Smyth, Trust in recommender systems, Proceedings of the 10th international conference on Intelligent user interfaces, January 10-13, 2005, San Diego, California, USA
Shimei Pan , Siwei Shen , Michelle X. Zhou , Keith Houck, Two-way adaptation for robust input interpretation in practical multimodal conversation systems, Proceedings of the 10th international conference on Intelligent user interfaces, January 10-13, 2005, San Diego, California, USA
Alexander Birukov , Enrico Blanzieri , Paolo Giorgini, Implicit: an agent-based recommendation system for web search, Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, July 25-29, 2005, The Netherlands
 
Duen-Ren Liu , Ya-Yueh Shih, Hybrid approaches to product recommendation based on customer lifetime value and purchase preferences, Journal of Systems and Software, v.77 n.2, p.181-191, August 2005
Tim Reichling , Kai Schubert , Volker Wulf, Matching human actors based on their texts: design and evaluation of an instance of the ExpertFinding framework, Proceedings of the 2005 international ACM SIGGROUP conference on Supporting group work, November 06-09, 2005, Sanibel Island, Florida, USA
 
Cyrus Shahabi , Yi-Shin Chen, An Adaptive Recommendation System without Explicit Acquisition of User Relevance Feedback, Distributed and Parallel Databases, v.14 n.2, p.173-192, September 2003
 
Kevin Walsh , Emin Gün Sirer, Experience with an object reputation system for peer-to-peer filesharing, Proceedings of the 3rd conference on 3rd Symposium on Networked Systems Design & Implementation, p.1-1, May 08-10, 2006, San Jose, CA
Jill Freyne , Rosta Farzan , Peter Brusilovsky , Barry Smyth , Maurice Coyle, Collecting community wisdom: integrating social search & social navigation, Proceedings of the 12th international conference on Intelligent user interfaces, January 28-31, 2007, Honolulu, Hawaii, USA
 
Michael Koch , Wolfgang Wörndl, Community support and identity management, Proceedings of the seventh conference on European Conference on Computer Supported Cooperative Work, p.319-338, September 16-20, 2001, Bonn, Germany
 
Manolis Vozalis , Konstantinos G. Margaritis, On the enhancement of collaborative filtering by demographic data, Web Intelligence and Agent System, v.4 n.2, p.117-138, April 2006
Georgia Koutrika , Robert Ikeda , Benjamin Bercovitz , Hector Garcia-Molina, Flexible recommendations over rich data, Proceedings of the 2008 ACM conference on Recommender systems, October 23-25, 2008, Lausanne, Switzerland
 
Lu Zhen , George Q. Huang , Zuhua Jiang, Collaborative filtering based on workflow space, Expert Systems with Applications: An International Journal, v.36 n.4, p.7873-7881, May, 2009
Badrul Sarwar , George Karypis , Joseph Konstan , John Riedl, Analysis of recommendation algorithms for e-commerce, Proceedings of the 2nd ACM conference on Electronic commerce, p.158-167, October 17-20, 2000, Minneapolis, Minnesota, United States
 
Byeong Man Kim , Qing Li , Chang Seok Park , Si Gwan Kim , Ju Yeon Kim, A new approach for combining content-based and collaborative filters, Journal of Intelligent Information Systems, v.27 n.1, p.79-91, July 2006
Roberto Torres , Sean M. McNee , Mara Abel , Joseph A. Konstan , John Riedl, Enhancing digital libraries with TechLens+, Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries, June 07-11, 2004, Tuscon, AZ, USA
Noriaki Kawamae , Katsumi Takahashi, Information retrieval based on collaborative filtering with latent interest semantic map, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
Cai-Nicolas Ziegler , Georg Lausen , Lars Schmidt-Thieme, Taxonomy-driven computation of product recommendations, Proceedings of the thirteenth ACM international conference on Information and knowledge management, November 08-13, 2004, Washington, D.C., USA
 
Qing Li , Sung Hyon Myaeng , Byeong Man Kim, A probabilistic music recommender considering user opinions and audio features, Information Processing and Management: an International Journal, v.43 n.2, p.473-487, March 2007
Cliff A.C. Lampe , Erik Johnston , Paul Resnick, Follow the reader: filtering comments on slashdot, Proceedings of the SIGCHI conference on Human factors in computing systems, April 28-May 03, 2007, San Jose, California, USA
 
Dan Cosley , Steve Lawrence , David M. Pennock, REFEREE: an open framework for practical testing of recommender systems using ResearchIndex, Proceedings of the 28th international conference on Very Large Data Bases, p.35-46, August 20-23, 2002, Hong Kong, China
 
Ian M. Soboroff , Charles K. Nicholas, Related, but not Relevant: Content-Based Collaborative Filtering in TREC-8, Information Retrieval, v.5 n.2-3, p.189-208, April-July 2002
Simone Braun , Wolfgang Gräther, Mobile support for communities of interest: design and implementation of Community2Go, Proceedings of the 9th international conference on Human computer interaction with mobile devices and services, p.198-205, September 09-12, 2007, Singapore
 
Ya-Yueh Shih , Duen-Ren Liu, Product recommendation approaches: Collaborative filtering via customer lifetime value and customer demands, Expert Systems with Applications: An International Journal, v.35 n.1-2, p.350-360, July, 2008
 
Baruch Awerbuch , Robert Kleinberg, Competitive collaborative learning, Journal of Computer and System Sciences, v.74 n.8, p.1271-1288, December, 2008
 
Mercedes Sanchez , Maria N. Moreno , Saddys Segrera , Vivian Lopez, Framework for the development of a personalised recommender system with integrated web-mining functionalities, International Journal of Computer Applications in Technology, v.33 n.4, p.312-319, January 2009
Yoshinori Hijikata , Takuya Shimizu , Shogo Nishida, Discovery-oriented collaborative filtering for improving user satisfaction, Proceedings of the 13th international conference on Intelligent user interfaces, February 08-11, 2009, Sanibel Island, Florida, USA
David W. McDonald, Evaluating expertise recommendations, Proceedings of the 2001 International ACM SIGGROUP Conference on Supporting Group Work, September 30-October 03, 2001, Boulder, Colorado, USA
Andrew I. Schein , Alexandrin Popescul , Lyle H. Ungar , David M. Pennock, Methods and metrics for cold-start recommendations, Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, August 11-15, 2002, Tampere, Finland
Robert Cooley, The use of web structure and content to identify subjectively interesting web usage patterns, ACM Transactions on Internet Technology (TOIT), v.3 n.2, p.93-116, May 2003
Cai-Nicolas Ziegler , Sean M. McNee , Joseph A. Konstan , Georg Lausen, Improving recommendation lists through topic diversification, Proceedings of the 14th international conference on World Wide Web, May 10-14, 2005, Chiba, Japan
E. Aïmeur , G. Brassard , J. M. Fernandez , F. S. Mani Onana, Privacy-preserving demographic filtering, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France
 
Michael J. Pazzani, A Framework for Collaborative, Content-Based and Demographic Filtering, Artificial Intelligence Review, v.13 n.5-6, p.393-408, Dec. 1999
 
Adriana S. Vivacqua , Jose A. Rodrigues Nt. , Michele Machado , Rodrigo Padula , Melissa Paes , Patricia Barros , Geraldo Xexeo , Jano M. de Souza , Mutaleci Miranda, Community-supported collaborative navigation with FoxPeer, International Journal of Web Based Communities, v.5 n.1, p.126-138, November 2009
 
Charalampos Vassiliou , Dimitris Stamoulis , Drakoulis Martakos, A hybrid content-based clustering architecture: minimising uncertainty in personalised multimedia content, International Journal of Intelligent Systems Technologies and Applications, v.1 n.3/4, p.319-345, June 2006
 
Byeong Man Kim , Qing Li , Adele E. Howe , Yuanzhu Peter Chen, COLLABORATIVE WEB AGENT BASED ON FRIEND NETWORK, Applied Artificial Intelligence, v.22 n.4, p.331-351, April 2008
Nathan N. Liu , Qiang Yang, EigenRank: a ranking-oriented approach to collaborative filtering, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
 
Alexandros Moukas , Pattie Maes, Amalthaea: An Evolving Multi-Agent Information Filtering and Discovery System for the WWW, Autonomous Agents and Multi-Agent Systems, v.1 n.1, p.59-88, 1998
Cheng Yang , Usama Fayyad , Paul S. Bradley, Efficient discovery of error-tolerant frequent itemsets in high dimensions, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.194-203, August 26-29, 2001, San Francisco, California
 
M. Elena Renda , Umberto Straccia, A personalized collaborative digital library environment: a model and an application, Information Processing and Management: an International Journal, v.41 n.1, p.5-21, January 2005
Thomas Hofmann, Latent semantic models for collaborative filtering, ACM Transactions on Information Systems (TOIS), v.22 n.1, p.89-115, January 2004
 
Mohammad Yahya H. Al-Shamri , Kamal K. Bharadwaj, Fuzzy-genetic approach to recommender systems based on a novel hybrid user model, Expert Systems with Applications: An International Journal, v.35 n.3, p.1386-1399, October, 2008
Deepak Agarwal , Srujana Merugu, Predictive discrete latent factor models for large scale dyadic data, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
 
Nicolas Delannay , Michel Verleysen, Collaborative filtering with interlaced generalized linear models, Neurocomputing, v.71 n.7-9, p.1300-1310, March, 2008
 
Alexander Felfernig, Reducing development and maintenance efforts for web-based recommender applications, International Journal of Web Engineering and Technology, v.3 n.3, p.329-351, January 2007
 
Andrew Walker , Mimi M. Recker , Kimberly Lawless , David Wiley, Collaborative Information Filtering: A Review and an Educational Application, International Journal of Artificial Intelligence in Education, v.14 n.1, p.3-28, January 2004
 
Jun Wang , Stephen Robertson , Arjen P. Vries , Marcel J. Reinders, Probabilistic relevance ranking for collaborative filtering, Information Retrieval, v.11 n.6, p.477-497, December 2008
 
Yi-Fan Wang , Ding-An Chiang , Mei-Hua Hsu , Cheng-Jung Lin , I-Long Lin, A recommender system to avoid customer churn: A case study, Expert Systems with Applications: An International Journal, v.36 n.4, p.8071-8075, May, 2009
 
YongSeog Kim, Streaming association rule (SAR) mining with a weighted order-dependent representation of Web navigation patterns, Expert Systems with Applications: An International Journal, v.36 n.4, p.7933-7946, May, 2009
 
Christopher Lueg, Supporting situated actions in high volume conversational data situations, Proceedings of the SIGCHI conference on Human factors in computing systems, p.472-479, April 18-23, 1998, Los Angeles, California, United States
Kai Yu , Wei-Ying Ma , Volker Tresp , Zhao Xu , Xiaofei He , HongJiang Zhang , Hans-Peter Kriegel, Knowing a tree from the forest: art image retrieval using a society of profiles, Proceedings of the eleventh ACM international conference on Multimedia, November 02-08, 2003, Berkeley, CA, USA
 
Andrew I. Schein , Alexandrin Popescul , Lyle H. Ungar , David M. Pennock, CROC: A New Evaluation Criterion for Recommender Systems, Electronic Commerce Research, v.5 n.1, p.51-74, January 2005
 
José D. Martín-Guerrero , Paulo J. G. Lisboa , Emilio Soria-Olivas , Alberto Palomares , Emili Balaguer, An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal, Expert Systems with Applications: An International Journal, v.33 n.3, p.743-753, October, 2007
 
Yen-Liang Chen , Li-Chen Cheng , Ching-Nan Chuang, A group recommendation system with consideration of interactions among group members, Expert Systems with Applications: An International Journal, v.34 n.3, p.2082-2090, April, 2008
 
Choochart Haruechaiyasak , Mei-Ling Shyu , Shu-Ching Chen, A web-page recommender system via a data mining framework and the Semantic Web concept, International Journal of Computer Applications in Technology, v.27 n.4, p.298-311, October 2006
 
Galina Bogdanova , Tsvetanka Georgieva, Using error-correcting dependencies for collaborative filtering, Data & Knowledge Engineering, v.66 n.3, p.402-413, September, 2008
Hu Guan , Jingyu Zhou , Minyi Guo, A class-feature-centroid classifier for text categorization, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
Shilad Sen , Jesse Vig , John Riedl, Tagommenders: connecting users to items through tags, Proceedings of the 18th international conference on World wide web, April 20-24, 2009, Madrid, Spain
Prasanna Ganesan , Hector Garcia-Molina , Jennifer Widom, Exploiting hierarchical domain structure to compute similarity, ACM Transactions on Information Systems (TOIS), v.21 n.1, p.64-93, January 2003
 
Henri Avancini , Leonardo Candela , Umberto Straccia, Recommenders in a personalized, collaborative digital library environment, Journal of Intelligent Information Systems, v.28 n.3, p.253-283, June 2007
 
Frank McCarey , Mel O. Cinneide , Nicholas Kushmerick, A Recommender Agent for Software Libraries: An Evaluation of Memory-Based and Model-Based Collaborative Filtering, Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, p.154-162, December 18-22, 2006
Seung-Taek Park , David M. Pennock, Applying collaborative filtering techniques to movie search for better ranking and browsing, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
 
Lucas Drumond , Rosario Girardi, A multi-agent legal recommender system, Artificial Intelligence and Law, v.16 n.2, p.175-207, June 2008
 
Robert Jäschke , Leandro Marinho , Andreas Hotho , Lars Schmidt-Thieme , Gerd Stumme, Tag recommendations in social bookmarking systems, AI Communications, v.21 n.4, p.231-247, December 2008
Al Mamunur Rashid , George Karypis , John Riedl, Learning preferences of new users in recommender systems: an information theoretic approach, ACM SIGKDD Explorations Newsletter, v.10 n.2, December 2008
 
Vu Ha , Peter Haddawy, Similarity of personal preferences: theoretical foundations and empirical analysis, Artificial Intelligence, v.146 n.2, p.149-173, June 2003
Dan Cosley , Pamela Ludford , Loren Terveen, Studying the effect of similarity in online task-focused interactions, Proceedings of the 2003 international ACM SIGGROUP conference on Supporting group work, November 09-12, 2003, Sanibel Island, Florida, USA
Mukund Deshpande , George Karypis, Item-based top-N recommendation algorithms, ACM Transactions on Information Systems (TOIS), v.22 n.1, p.143-177, January 2004
Sean M. McNee , Nishikant Kapoor , Joseph A. Konstan, Don't look stupid: avoiding pitfalls when recommending research papers, Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, November 04-08, 2006, Banff, Alberta, Canada
 
Duen-Ren Liu , Ya-Yueh Shih, Integrating AHP and data mining for product recommendation based on customer lifetime value, Information and Management, v.42 n.3, p.387-400, March 2005
 
Frank McCarey , Mel Ó. Cinnéide , Nicholas Kushmerick, Rascal: A Recommender Agent for Agile Reuse, Artificial Intelligence Review, v.24 n.3-4, p.253-276, November 2005
 
Shantha Jayalal , Chris Hawksley , Pearl Brereton, Website link prediction using a Markov chain model based on multiple time periods, International Journal of Web Engineering and Technology, v.3 n.3, p.271-287, January 2007
 
David Heckerman , David Maxwell Chickering , Christopher Meek , Robert Rounthwaite , Carl Kadie, Dependency networks for inference, collaborative filtering, and data visualization, The Journal of Machine Learning Research, 1, p.49-75, 9/1/2001
 
Hyung Ahn, Utilizing Popularity Characteristics for Product Recommendation, International Journal of Electronic Commerce, v.11 n.2, p.59-80, Number 2 / Winter 2006-7
Zan Huang, Selectively acquiring ratings for product recommendation, Proceedings of the ninth international conference on Electronic commerce, August 19-22, 2007, Minneapolis, MN, USA
 
Hyung Jun Ahn, A new similarity measure for collaborative filtering to alleviate the new user cold-starting problem, Information Sciences: an International Journal, v.178 n.1, p.37-51, January, 2008
 
Kyoung-jae Kim , Hyunchul Ahn, A recommender system using GA K-means clustering in an online shopping market, Expert Systems with Applications: An International Journal, v.34 n.2, p.1200-1209, February, 2008
 
Udo Kruschwitz , Hala Al-Bakour, Users want more sophisticated search assistants: results of a task-based evaluation, Journal of the American Society for Information Science and Technology, v.56 n.13, p.1377-1393, November 2005
 
Saddys Segrera , María N. Moreno, An experimental comparative study of web mining methods for recommender systems, Proceedings of the 6th WSEAS International Conference on Distance Learning and Web Engineering, p.56-61, September 22-24, 2006, Lisbon, Portugal
 
A. Merve Acilar , Ahmet Arslan, A collaborative filtering method based on artificial immune network, Expert Systems with Applications: An International Journal, v.36 n.4, p.8324-8332, May, 2009
Xiao Fang , Olivia R. Liu Sheng, LinkSelector: A Web mining approach to hyperlink selection for Web portals, ACM Transactions on Internet Technology (TOIT), v.4 n.2, p.209-237, May 2004
Seung-Taek Park , David Pennock , Omid Madani , Nathan Good , Dennis DeCoste, Naïve filterbots for robust cold-start recommendations, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Amnon Ribak , Michal Jacovi , Vladimir Soroka, "Ask before you search": peer support and community building with reachout, Proceedings of the 2002 ACM conference on Computer supported cooperative work, November 16-20, 2002, New Orleans, Louisiana, USA
Steve Harrison , Paul Dourish, Re-place-ing space: the roles of place and space in collaborative systems, Proceedings of the 1996 ACM conference on Computer supported cooperative work, p.67-76, November 16-20, 1996, Boston, Massachusetts, United States
 
Gang Chen , Fei Wang , Changshui Zhang, Collaborative filtering using orthogonal nonnegative matrix tri-factorization, Information Processing and Management: an International Journal, v.45 n.3, p.368-379, May, 2009
 
Jorge Díez , Juan José del Coz , Oscar Luaces , Antonio Bahamonde, Clustering people according to their preference criteria, Expert Systems with Applications: An International Journal, v.34 n.2, p.1274-1284, February, 2008
 
Ken Goldberg , Theresa Roeder , Dhruv Gupta , Chris Perkins, Eigentaste: A Constant Time Collaborative Filtering Algorithm, Information Retrieval, v.4 n.2, p.133-151, July 2001
 
Sahin Albayrak , Dragan Milosevic, Multi-domain strategy coordination approach for optimal resource usage in agent based filtering framework, Web Intelligence and Agent System, v.4 n.2, p.239-253, April 2006
 
Mei-Hua Hsu, Proposing an ESL recommender teaching and learning system, Expert Systems with Applications: An International Journal, v.34 n.3, p.2102-2110, April, 2008
 
Atul Prakash , Hyong Sop Shim , Jang Ho Lee, Data Management Issues and Trade-Offs in CSCW Systems, IEEE Transactions on Knowledge and Data Engineering, v.11 n.1, p.213-227, January 1999
 
Yong Gu Ji , Gavriel Salvendy, A metadata filter for intranet portal organizational memory information systems, International Journal of Human-Computer Studies, v.56 n.5, p.525-537, April 2002
 
M. J. O'Grady , G. M. O'Hare , J. Chen , D. Phelan, Distributed network intelligence: A prerequisite for adaptive and personalised service delivery, Information Systems Frontiers, v.11 n.1, p.61-73, March 2009
Steve Whittaker , Julia Hirschberg, The character, value, and management of personal paper archives, ACM Transactions on Computer-Human Interaction (TOCHI), v.8 n.2, p.150-170, June 2001
Bamshad Mobasher , Robin Burke , Runa Bhaumik , Chad Williams, Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness, ACM Transactions on Internet Technology (TOIT), v.7 n.4, p.23-es, October 2007
Yang Sun , Huajing Li , Isaac G. Councill , Jian Huang , Wang-Chien Lee , C. Lee Giles, Personalized ranking for digital libraries based on log analysis, Proceeding of the 10th ACM workshop on Web information and data management, October 30-30, 2008, Napa Valley, California, USA
 
Pearl Pu , Li Chen , Pratyush Kumar, Evaluating product search and recommender systems for E-commerce environments, Electronic Commerce Research, v.8 n.1-2, p.1-27, June 2008
 
Robin Burke, Hybrid Recommender Systems: Survey and Experiments, User Modeling and User-Adapted Interaction, v.12 n.4, p.331-370, November 2002
 
Ioannis N. Kouris , Christos H. Makris , Athanasios K. Tsakalidis, Using information retrieval techniques for supporting data mining, Data & Knowledge Engineering, v.52 n.3, p.353-383, March 2005
 
Lixin Han , Guihai Chen, HQE: A hybrid method for query expansion, Expert Systems with Applications: An International Journal, v.36 n.4, p.7985-7991, May, 2009
 
Luis Mateus Rocha, TalkMine: a soft computing approach to adaptive knowledge recommendation, Soft computing agents: new trends for designing autonomous systems, Physica-Verlag GmbH, Heidelberg, Germany, 2002
Chris Ding , Horst D. Simon , Rong Jin , Tao Li, A learning framework using Green's function and kernel regularization with application to recommender system, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Mikhail Bilenko , Ryen W. White, Mining the search trails of surfing crowds: identifying relevant websites from user activity, Proceeding of the 17th international conference on World Wide Web, April 21-25, 2008, Beijing, China
Victoria Bellotti , Bo Begole , Ed H. Chi , Nicolas Ducheneaut , Ji Fang , Ellen Isaacs , Tracy King , Mark W. Newman , Kurt Partridge , Bob Price , Paul Rasmussen , Michael Roberts , Diane J. Schiano , Alan Walendowski, Activity-based serendipitous recommendations with the Magitti mobile leisure guide, Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, April 05-10, 2008, Florence, Italy
 
Francis Heylighen, Collective Intelligence and its Implementation on the Web: Algorithms to Develop a Collective Mental Map, Computational & Mathematical Organization Theory, v.5 n.3, p.253-280, October 1999
A. Felfernig , R. Burke, Constraint-based recommender systems: technologies and research issues, Proceedings of the 10th international conference on Electronic commerce, August 19-22, 2008, Innsbruck, Austria
 
Oriana Riva , Santtu Toivonen, The DYNAMOS approach to support context-aware service provisioning in mobile environments, Journal of Systems and Software, v.80 n.12, p.1956-1972, December, 2007
 
Patricia Victor , Chris Cornelis , Martine De Cock , Ankur M. Teredesai, Key figure impact in trust-enhanced recommender systems, AI Communications, v.21 n.2-3, p.127-143, April 2008
 
Zan Huang , Dennis K. J. Lin, The Time-Series Link Prediction Problem with Applications in Communication Surveillance, INFORMS Journal on Computing, v.21 n.2, p.286-303, Spring 2009
Kazunari Sugiyama , Kenji Hatano , Masatoshi Yoshikawa, Adaptive web search based on user profile constructed without any effort from users, Proceedings of the 13th international conference on World Wide Web, May 17-20, 2004, New York, NY, USA
Yoshinori Hijikata , Kazuhiro Iwahama , Shogo Nishida, Content-based music filtering system with editable user profile, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France
Michal Jacovi , Vladimir Soroka , Gail Gilboa-Freedman , Sigalit Ur , Elad Shahar , Natalia Marmasse, The chasms of CSCW: a citation graph analysis of the CSCW conference, Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, November 04-08, 2006, Banff, Alberta, Canada
 
Marko Balabanović, Exploring Versus Exploiting when Learning User Models for Text Recommendation, User Modeling and User-Adapted Interaction, v.8 n.1-2, p.71-102, 1998
 
Alexander Felfernig , Gerhard Friedrich , Dietmar Jannach , Markus Zanker, An Integrated Environment for the Development of Knowledge-Based Recommender Applications, International Journal of Electronic Commerce, v.11 n.2, p.11-34, Number 2 / Winter 2006-7
Jun Wang , Arjen P. de Vries , Marcel J. T. Reinders, Unified relevance models for rating prediction in collaborative filtering, ACM Transactions on Information Systems (TOIS), v.26 n.3, p.1-42, June 2008
Ryen W. White , Mikhail Bilenko , Silviu Cucerzan, Leveraging popular destinations to enhance Web search interaction, ACM Transactions on the Web (TWEB), v.2 n.3, p.1-30, July 2008
Xiao Fang , Olivia R. Liu Sheng , Michael Chau, ServiceFinder: A method towards enhancing service portals, ACM Transactions on Information Systems (TOIS), v.25 n.4, p.17-es, October 2007
 
Mei-Hua Hsu , Shihmin Cheng, Toward an optimum combination of English teachers for objective teaching, Expert Systems with Applications: An International Journal, v.36 n.3, p.5942-5947, April, 2009
 
Nader Mirzadeh , Francesco Ricci, COOPERATIVE QUERY REWRITING FOR DECISION MAKING SUPPORT AND RECOMMENDER SYSTEMS, Applied Artificial Intelligence, v.21 n.10, p.895-932, November 2007
 
Rajatish Mukherjee , Neelima Sajja , Sandip Sen, A Movie Recommendation System—An Application of Voting Theory in User Modeling, User Modeling and User-Adapted Interaction, v.13 n.1-2, p.5-33, February -May 2003
 
Xinggang Luo , Yiliu Tu , Jiafu Tang , C. K. Kwong, Optimizing customer's selection for configurable product in B2C e-commerce application, Computers in Industry, v.59 n.8, p.767-776, October, 2008
Pedro Domingos , Matt Richardson, Mining the network value of customers, Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, p.57-66, August 26-29, 2001, San Francisco, California
 
Pasquale De Meo , Giovanni Quattrone , Giorgio Terracina , Domenico Ursino, Utilization of intelligent agents for supporting citizens in their access to e-government services, Web Intelligence and Agent Systems, v.5 n.3, p.273-310, August 2007
Dan Cosley , Dan Frankowski , Loren Terveen , John Riedl, SuggestBot: using intelligent task routing to help people find work in wikipedia, Proceedings of the 12th international conference on Intelligent user interfaces, January 28-31, 2007, Honolulu, Hawaii, USA
 
Jonathan Furner, On recommending, Journal of the American Society for Information Science and Technology, v.53 n.9, p.747-763, August 2002
 
Robert H. Guttman , Alexandros G. Moukas , Pattie Maes, Agent-mediated electronic commerce: a survey, The Knowledge Engineering Review, v.13 n.2, p.147-159, July 1998
 
Stefania Bandini , Marcello Sarini , Carla Simone , Giuseppe Vizzari, WWW in the Small, World Wide Web, v.10 n.4, p.471-501, December 2007
 
Chih-Ping Wei , Chin-Sheng Yang , Han-Wei Hsiao, A collaborative filtering-based approach to personalized document clustering, Decision Support Systems, v.45 n.3, p.413-428, June, 2008
Sarabjot Singh Anand , Patricia Kearney , Mary Shapcott, Generating semantically enriched user profiles for Web personalization, ACM Transactions on Internet Technology (TOIT), v.7 n.4, p.22-es, October 2007
Zan Huang , Hsinchun Chen , Daniel Zeng, Applying associative retrieval techniques to alleviate the sparsity problem in collaborative filtering, ACM Transactions on Information Systems (TOIS), v.22 n.1, p.116-142, January 2004
Brian Amento , Loren Terveen , Will Hill , Deborah Hix , Robert Schulman, Experiments in social data mining: The TopicShop system, ACM Transactions on Computer-Human Interaction (TOCHI), v.10 n.1, p.54-85, March 2003
Yan Zheng Wei , Luc Moreau , Nicholas R. Jennings, A market-based approach to recommender systems, ACM Transactions on Information Systems (TOIS), v.23 n.3, p.227-266, July 2005
Raymond J. Mooney , Loriene Roy, Content-based book recommending using learning for text categorization, Proceedings of the fifth ACM conference on Digital libraries, p.195-204, June 02-07, 2000, San Antonio, Texas, United States
 
Stephen Russell , Victoria Yoon, Applications of wavelet data reduction in a recommender system, Expert Systems with Applications: An International Journal, v.34 n.4, p.2316-2325, May, 2008
 
Kwok-Wai Cheung , James T. Kwok , Martin H. Law , Kwok-Ching Tsui, Mining customer product ratings for personalized marketing, Decision Support Systems, v.35 n.2, p.231-243, May 2003
 
Ingrid Zukerman , David W. Albrecht, Predictive Statistical Models for User Modeling, User Modeling and User-Adapted Interaction, v.11 n.1-2, p.5-18, 2001
Jonathan L. Herlocker , Joseph A. Konstan , Loren G. Terveen , John T. Riedl, Evaluating collaborative filtering recommender systems, ACM Transactions on Information Systems (TOIS), v.22 n.1, p.5-53, January 2004
 
Marco Degemmis , Pasquale Lops , Giovanni Semeraro, A content-collaborative recommender that exploits WordNet-based user profiles for neighborhood formation, User Modeling and User-Adapted Interaction, v.17 n.3, p.217-255, July 2007
 
George Lekakos , George M. Giaglis, Improving the prediction accuracy of recommendation algorithms: Approaches anchored on human factors, Interacting with Computers, v.18 n.3, p.410-431, May, 2006
 
Martín López-Nores , Yolanda Blanco-Fernández , José J. Pazos-Arias , Jorge García-Duque , Manuel Ramos-Cabrer , Alberto Gil-Solla , Rebeca P. Díaz-Redondo , Ana Fernández-Vilas, Receiver-side semantic reasoning for digital TV personalization in the absence of return channels, Multimedia Tools and Applications, v.41 n.3, p.407-436, February 2009
 
Frank McCarey , Mel Ó Cinnéide , Nicholas Kushmerick, Knowledge reuse for software reuse, Web Intelligence and Agent Systems, v.6 n.1, p.59-81, January 2008
 
Markus Zanker , Markus Jessenitschnig, Case-studies on exploiting explicit customer requirements in recommender systems, User Modeling and User-Adapted Interaction, v.19 n.1-2, p.133-166, February 2009
 
Steve Whittaker , Loren Terveen , Bonnie A. Nardi, Let's stop pushing the envelope and start addressing it: a reference task agenda for HCI, Human-Computer Interaction, v.15 n.2, p.75-106, September 2000
Bradley N. Miller , Joseph A. Konstan , John Riedl, PocketLens: Toward a personal recommender system, ACM Transactions on Information Systems (TOIS), v.22 n.3, p.437-476, July 2004
 
Cai-Nicolas Ziegler , Georg Lausen , Joseph A. Konstan, On exploiting classification taxonomies in recommender systems, AI Communications, v.21 n.2-3, p.97-125, April 2008
 
Cai-Nicolas Ziegler , Jennifer Golbeck, Investigating interactions of trust and interest similarity, Decision Support Systems, v.43 n.2, p.460-475, March, 2007
Gui-Rong Xue , Jie Han , Yong Yu , Qiang Yang, User language model for collaborative personalized search, ACM Transactions on Information Systems (TOIS), v.27 n.2, p.1-28, February 2009
Armando Fox , Steven D. Gribble , Yatin Chawathe , Eric A. Brewer , Paul Gauthier, Cluster-based scalable network services, ACM SIGOPS Operating Systems Review, v.31 n.5, p.78-91, Dec. 1997
 
Mark S. Ackerman, The intellectual challenge of CSCW: the gap between social requirements and technical feasibility, Human-Computer Interaction, v.15 n.2, p.179-203, September 2000
 
Dennis L. Chao , Stephanie Forrest, Information Immune Systems, Genetic Programming and Evolvable Machines, v.4 n.4, p.311-331, December 2003
 
Francesca Carmagnola , Federica Cena , Luca Console , Omar Cortassa , Cristina Gena , Anna Goy , Ilaria Torre , Andrea Toso , Fabiana Vernero, Tag-based user modeling for social multi-device adaptive guides, User Modeling and User-Adapted Interaction, v.18 n.5, p.497-538, November 2008
Gediminas Adomavicius , Ramesh Sankaranarayanan , Shahana Sen , Alexander Tuzhilin, Incorporating contextual information in recommender systems using a multidimensional approach, ACM Transactions on Information Systems (TOIS), v.23 n.1, p.103-145, January 2005
 
Shlomo Berkovsky , Tsvi Kuflik , Francesco Ricci, Mediation of user models for enhanced personalization in recommender systems, User Modeling and User-Adapted Interaction, v.18 n.3, p.245-286, August 2008
 
Miquel Montaner , Beatriz López , Josep Lluís De La Rosa, A Taxonomy of Recommender Agents on theInternet, Artificial Intelligence Review, v.19 n.4, p.285-330, June 2003
 
Prasun Dewan, An Integrated Approach to Designing and Evaluating CollaborativeApplications and Infrastructures, Computer Supported Cooperative Work, v.10 n.1, p.75-111, Jan. 2001
 
Saverio Perugini , Marcos André Gonçalves , Edward A. Fox, Recommender Systems Research: A Connection-Centric Survey, Journal of Intelligent Information Systems, v.23 n.2, p.107-143, September 2004
 
Nikos Manouselis , Constantina Costopoulou, Analysis and Classification of Multi-Criteria Recommender Systems, World Wide Web, v.10 n.4, p.415-441, December 2007
Loren Terveen , David W. McDonald, Social matching: A framework and research agenda, ACM Transactions on Computer-Human Interaction (TOCHI), v.12 n.3, p.401-434, September 2005
 
Gediminas Adomavicius , Alexander Tuzhilin, 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, v.17 n.6, p.734-749, June 2005
 
Josef Fink , Alfred Kobsa, User Modeling for Personalized City Tours, Artificial Intelligence Review, v.18 n.1, p.33-74, September 2002
 
Carlos Iván Chesñevar , Ana Gabriela Maguitman , Guillermo Ricardo Simari, Argument-based critics and recommenders: a qualitative perspective on user support systems, Data & Knowledge Engineering, v.59 n.2, p.293-319, November 2006
 
Josef Fink , Alfred Kobsa, A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web, User Modeling and User-Adapted Interaction, v.10 n.2-3, p.209-249, 2000
 
Kristina Höök , David Benyon , Alan J. Munro, References, Designing information spaces: the social navigation approach, Springer-Verlag, London, 2003

INDEX TERMS

Primary Classification:
  H. Information Systems
  H.4 INFORMATION SYSTEMS APPLICATIONS
      H.4.3 Communications Applications
          Subjects: Bulletin boards


General Terms:
Documentation, Theory


Keywords:
Usenet, collaborative filtering, electronic bulletin boards, information filtering, netnews, selective dissemination of information, social filtering, user model

Collaborative Colleagues:
Paul Resnick: colleagues
Neophytos Iacovou: colleagues
Mitesh Suchak: colleagues
Peter Bergstrom: colleagues
John Riedl: colleagues

Peer to Peer - Readers of this Article have also read:

The ACM Portal is published by the Association for Computing Machinery. Copyright © 2009 ACM, Inc.
Terms of Usage   Privacy Policy   Code of Ethics   Contact Us

Useful downloads: Adobe Acrobat    QuickTime    Windows Media Player    Real Player