| Fab: content-based, collaborative recommendation |
| Full text |
Pdf
(497 KB)
|
Source
|
Communications of the ACM
archive
Volume 40 , Issue 3 (March 1997)
table of contents
Pages: 66 - 72
Year of Publication: 1997
ISSN:0001-0782
|
|
Authors
|
|
Marko Balabanović
|
Computer Science Department, Stanford University, Stanford, Calif.
|
|
Yoav Shoham
|
Robotics Laboratory and AI Division, Stanford University, Stanford, Calif.
|
|
| Publisher |
|
| Bibliometrics |
Downloads (6 Weeks): 162, Downloads (12 Months): 989, Citation Count: 232
|
|
|
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
|
|
 |
2
|
|
| |
3
|
Harman, D. Overview of the 3rd Text REtrieval Conference (TREC-3). In Proceedings of the 3rd Text REtrieval Conj%ence (Gaithersburg, Md, Nov. 1994).
|
| |
4
|
Will Hill , Larry Stead , Mark Rosenstein , George Furnas, Recommending and evaluating choices in a virtual community of use, Proceedings of the SIGCHI conference on Human factors in computing systems, p.194-201, May 07-11, 1995, Denver, Colorado, United States
[doi> 10.1145/223904.223929]
|
| |
5
|
Krulwich, B., and Burkey, C. Learning user information interests through extraction of semantically significant phrases. In Proceedings of the AAAI Spring Symposium on Machine Learning in InJbrmation Access (Stanford, Calif., March 1996).
|
| |
6
|
Lang, K. Newsweeder: Learning to filter netnews. In Proceedings of the 12th International Conjbrence on Machine Learning (Tahoe City, Calif.) 1995.
|
 |
7
|
Paul Resnick , Neophytos Iacovou , Mitesh Suchak , Peter Bergstrom , John Riedl, GroupLens: an open architecture for collaborative filtering of netnews, Proceedings of the 1994 ACM conference on Computer supported cooperative work, p.175-186, October 22-26, 1994, Chapel Hill, North Carolina, United States
[doi> 10.1145/192844.192905]
|
| |
8
|
|
| |
9
|
Sheth, B., and Maes, P. Evolving agents for personalized information filtering. In Proceedings of the 9th IEEE Conj%ence on Artificial Intelligence for Applications (Orlando, Fla, March 1993).
|
| |
10
|
|
CITED BY 236
|
|
L. Ardissono , A. Goy , R. Meo , G. Petrone , L. Console , L. Lesmo , C. Simone , P. Torasso, A configurable system for the construction of adaptive virtual stores, World Wide Web, v.2 n.3, p.143-159, 1999
|
|
|
Charalampos Vassiliou , Dimitrios Stamoulis , Anastasios Spiliotopoulos , Drakoulis Martakos, Creating adaptive web sites using personalization techniques: a unified, integrated approach and the role of evaluation, Adaptive evolutionary information systems, Idea Group Publishing, Hershey, PA, 2003
|
|
|
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 , 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
|
|
|
|
|
|
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
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
J. Alfredo Sánchez , Cristina A. López , John L. Schnase, An agent-based approach to the construction of floristic digital libraries, Proceedings of the third ACM conference on Digital libraries, p.210-216, June 23-26, 1998, Pittsburgh, Pennsylvania, United States
|
|
|
Joshua Alspector , Aleksander Kolcz , Nachimuthu Karunanithi, Comparing feature-based and clique-based user models for movie selection, Proceedings of the third ACM conference on Digital libraries, p.11-18, June 23-26, 1998, Pittsburgh, Pennsylvania, United States
|
|
|
|
|
|
|
|
|
|
|
|
Lourdes Fernández , J. Alfredo Sánchez , Alberto García, MiBiblio: personal spaces in a digital library universe, Proceedings of the fifth ACM conference on Digital libraries, p.232-233, June 02-07, 2000, San Antonio, Texas, United States
|
|
|
|
|
|
Al Mamunur Rashid , Istvan Albert , Dan Cosley , Shyong K. Lam , Sean M. McNee , Joseph A. Konstan , John Riedl, Getting to know you: learning new user preferences in recommender systems, Proceedings of the 7th international conference on Intelligent user interfaces, January 13-16, 2002, San Francisco, California, USA
|
|
|
Adam Field , Pieter Hartel , Wim Mooij, Personal DJ, an architecture for personalised content delivery, Proceedings of the 10th international conference on World Wide Web, p.1-7, May 01-05, 2001, Hong Kong, Hong Kong
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Bradley N. Miller , Istvan Albert , Shyong K. Lam , Joseph A. Konstan , John Riedl, MovieLens unplugged: experiences with an occasionally connected recommender system, Proceedings of the 8th international conference on Intelligent user interfaces, January 12-15, 2003, Miami, Florida, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Marco Degemmis , Pasquale Lops , Giovanni Semeraro , Maria Francesca Costabile , Stefano Paolo Guida , Oriana Licchelli, Improving collaborative recommender systems by means of user profiles, Designing personalized user experiences in eCommerce, Kluwer Academic Publishers, Norwell, MA, 2004
|
|
|
Zan Huang , Wingyan Chung , Thian-Huat Ong , Hsinchun Chen, A graph-based recommender system for digital library, Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries, July 14-18, 2002, Portland, Oregon, USA
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
Shilad Sen , Shyong K. Lam , Al Mamunur Rashid , Dan Cosley , Dan Frankowski , Jeremy Osterhouse , F. Maxwell Harper , John Riedl, tagging, communities, vocabulary, evolution, Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, November 04-08, 2006, Banff, Alberta, Canada
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Shilad Sen , F. Maxwell Harper , Adam LaPitz , John Riedl, The quest for quality tags, Proceedings of the 2007 international ACM conference on Supporting group work, November 04-07, 2007, Sanibel Island, Florida, USA
|
|
|
Sebastian Schmidt , Stefan Mandl , Bernd Ludwig , Herbert Stoyan, Product-advisory on the web: an information extraction approach, Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications, p.633-636, February 12-14, 2007, Innsbruck, Austria
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Yolanda Blanco-Fernández , José J. Pazos-Arias , Alberto Gil-Solla , Manuel Ramos-Cabrer , Martín López-Nores , Jorge García-Duque , Ana Fernández-Vilas , Rebeca P. Díaz-Redondo , Jesús Bermejo-Muñoz, A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems, Knowledge-Based Systems, v.21 n.4, p.305-320, May, 2008
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Iqbal Mohomed , Adin Scannell , Nilton Bila , Jin Zhang , Eyal de Lara, Correlation-based content adaptation for mobile web browsing, Proceedings of the ACM/IFIP/USENIX 2007 International Conference on Middleware, November 26-30, 2007, Newport Beach, California
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Hans G. K. Hummel , Bert Van Den Berg , Adriana J. Berlanga , Hendrik Drachsler , Jose Janssen , Rob Nadolski , Rob Koper, Combining social-based and information-based approaches for personalised recommendation on sequencing learning activities, International Journal of Learning Technology, v.3 n.2, p.152-168, August 2007
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Alexander Yates , James Joseph , Ana-Maria Popescu , Alexander D. Cohn , Nick Sillick, SHOPSMART: product recommendations through technical specifications and user reviews, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
|
|
|
|
|
|
|
|
|
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
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Zhiwen Yu , Xingshe Zhou , Daqing Zhang , Chung-Yau Chin , Xiaohang Wang , Ji Men, Supporting Context-Aware Media Recommendations for Smart Phones, IEEE Pervasive Computing, v.5 n.3, p.68-75, July 2006
|
|
|
|
|
|
Yen-Hsien Lee , Tsang-Hsiang Cheng , Ci-Wei Lan , Chih-Ping Wei , Paul Jen-Hwa Hu, Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach, Proceedings of the 11th International Conference on Electronic Commerce, August 12-15, 2009, Taipei, Taiwan
|
|
|
Pieter Bellekens , Geert-Jan Houben , Lora Aroyo , Krijn Schaap , Annelies Kaptein, User model elicitation and enrichment for context-sensitive personalization in a multiplatform tv environment, Proceedings of the seventh european conference on European interactive television conference, June 03-05, 2009, Leuven, Belgium
|
|
|
Masayuki Kessoku , Kazuhiko Tsuda , El-Sayed Atlam , Kazuhiro Morita , Masao Fuketa , Jun-ichi Aoe, A method to implement effective My-page service system using three-dimensional vectors, International Journal of Computer Applications in Technology, v.35 n.2/3/4, p.262-270, June 2009
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Tsuyoshi Takayama , Tetsuo Ikeda , Hiroshi Oguma , Ryosuke Miura , Yoshitoshi Murata , Nobuyoshi Sato, Proposal and evaluation of a recommendation technique that considers the context of product purchases, Proceedings of the 9th WSEAS international conference on Applied informatics and communications, p.133-138, August 20-22, 2009, Moscow, Russia
|
|
|
Xin Li , Jun Yan , Weiguo Fan , Ning Liu , Shuicheng Yan , Zheng Chen, An online blog reading system by topic clustering and personalized ranking, ACM Transactions on Internet Technology (TOIT), v.9 n.3, p.1-26, July 2009
|
|
|
|
|
|
|
|
|
Ming Li , Benjamin M. Dias , Ian Jarman , Wael El-Deredy , Paulo J.G. Lisboa, Grocery shopping recommendations based on basket-sensitive random walk, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
|
|
|
Robert St. Amant , James E. Blair , Patrick Barry , Yinon Bentor , Christopher G. Healey, A visual interface to a music database, Proceedings of the Working Conference on Advanced Visual Interfaces, May 22-24, 2002, Trento, Italy
|
|
|
|
|