Interest-based user grouping model for collaborative filtering in digital libraries

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3334 LNCS, Issue , 2005, Pages 533-542

  Kim, Seonho ^a   Fox, Edward A ^a  

^a State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; COLLABORATIVE FILTERING; DATA MINING; ELECTRONIC DOCUMENT EXCHANGE; INFORMATION SYSTEMS; INTERNATIONAL COOPERATION; ONLINE SYSTEMS; RATING; RECOMMENDER SYSTEMS; USER INTERFACES;

COLLABORATIVE RECOMMENDER SYSTEMS; DIGITAL OBJECTS; DIRECT MAPPING; DYNAMIC UPDATE; EXPLICIT RATINGS; IMPLICIT RATING; ONLINE SHOPPING; USER INTERESTS;

DIGITAL LIBRARIES;

EID: 33645991573     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30544-6_33     Document Type: Conference Paper

References (17)

1. Georgios Paliouras, Vangelis Karkaletsis, Christos Papatheodorou, Constantine D. Spyropoulos: Exploiting Learning Techniques for the Acquisition of User Stereotypes and Communities. In Proc. Int. Conference on User Modelling, UM ’99 (1999) 169-178.
2. Chun Zeng, Xiaohui Zheng, Chunxiao Xing, Lizhu Zhou: Personalized Services for Digital Library. In Proc. 5th Int. Conf. on Asian Digital Libraries, ICADL (2002) 252-253.
3. M. Elena Renda, Umberto Straccia: A Personalized Collaborative Digital Library Environment. In Proc. 5th Int. Conf. on Asian Digital Libraries, ICADL (2002) 262-274
4. Lyle H. Ungar and Dean P. Foster: A Formal Statistical Approach to Collaborative Filtering. CONALD ’98, Carnegie Mellon U., Pittsburgh, PA (1998).
5. th Conference on Uncertainty in Artificial Intelligence (1997) 43-52.
6. 2 Project, A Research Framework for experimenting with automated querying of various data sources, processing search results and visualization, http://www.cs.put. poznan/pl/dweiss/carrot/(2004)
7. Stanisław Osiński and Dawid Weiss: Conceptual Clustering Using Lingo Algorithm: Evaluation on Open Directory Project Data, Advanced in Soft Computing, Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM’04 Conference, Zakopane, Poland (2004) 369-378
8. CITIDEL project, Computing and Information Technology Interactive Digital Educational Library, http://www.citidel.org/(2004)
9. Abdelmoumin Ghada, Alafaliq A. Ahmad, Nithiwat Kampanya, Seonho Kim: Virginia Tech report, at http://infovis.cs.vt.edu/cs5764/Fall2003/projects.html (2003)
10. Saverio Perugini, Kathleen McDevitt, Ryan Richardson, Manuel Perez-Quinones, Rao Shen, Naren Ramakrishnan, Chris Williams, Edward A. Fox: Enhancing Usability in CITIDEL: Multimodal, Multilingual and Interactive Visualization Interfaces, in Proc. of the Fourth ACM/IEEE Joint Conference on Digital Libraries (2004) 315-324
11. th DELOS Workshop on Filtering and Collaborative Filtering (1997) 31-36
12. Paul Resnick, Neophytos Iacovou, Mitesh Suchak, Peter Bergstrom, John Riedl: GroupLens: An Open Architecture for Collaborative Filtering of Netnews. In Proceedings of Conference on Computer Supported Cooperative Work (1994) 175-186
13. Joseph A. Konstan, Bradley N. Miller, David Maltz, Jonathan L. Herlocker, Lee R. Gordon, and John Riedl: GroupLens: Applying Collaborative Filtering to Usenet News. Communications of the ACM, Vol. 40 (1997) 77-87
14. Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-Peter Kriegel: Probabilistic Memory-based Collaborative Filtering. IEEE Transactions on Knowledge and Data Engineering (2003) 56-69
15. David M Nichols, Duncan Pemberton, Salah Dalhoumi, Omar Larouk, Clair Belisle, Michael B. Twidale: DEBORA: Developing an Interface to Support Collaboration in a Digital Library. In Proceedings of the Fourth European Conference on Research and Advanced Technology for Digital Libraries (2000) 239-248
16. Marcos A. Gonçalves, Ming Luo, Rao Shen, Mir Farooq, and Edward A. Fox: An XML Log Standard and Tools for Digital Library Logging Analysis, in Proc. of Sixth European Conference on Research and Advanced Technology for Digital Libraries (2002) 16-18
17. Nithiwat Kampanya, Rao Shen, Seonho Kim, Chris North, Edward A. Fox: Citiviz: A Visual User Interface to the CITIDEL System, in Proceedings of Fourth European Conference on Digital Libraries, ECDL 2004 (2004)