A personalized collaborative Digital Library environment: A model and an application

Information Processing and Management

Volumn 41, Issue 1, 2005, Pages 5-21

  Renda, M Elena ^a,b   Straccia, Umberto ^a  

^a ISTI CNR   (Italy)

^b SCUOLA SUPERIORE SANT ANNA   (Italy)

Author keywords

Collaboration; Digital Library; Personalization

Indexed keywords

DATA PROCESSING; EDUCATION; INFORMATION MANAGEMENT; INTERNET; KNOWLEDGE BASED SYSTEMS; QUERY LANGUAGES; SOCIETIES AND INSTITUTIONS;

COLLABORATION; CUSTOMIZATION; INFORMATION SOURCES (IS); PERSONALIZATION;

DIGITAL LIBRARIES;

EID: 4744354682     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2004.04.007     Document Type: Article

References (26)

1. Amato G., Straccia U. User profile modeling and applications to digital libraries. Proceedings of the 3rd European conference on research and advanced technology for digital libraries (ECDL-99), Paris, France. Lecture Notes in Computer Science. vol. 1696:1999;184-197 Springer-Verlag.
2. Belkin N.J., Croft B.W. Information filtering and information retrieval: two sides of the same coin? Communications of the ACM. 35(12):1992;29-38.
3. Billsus, D., & Pazzani, M. J. (1998). Learning collaborative information filters. In Proceedings of the 15th international conference on machine learning, San Francisco, CA, USA (pp. 46-54).
4. Bollacker K., Lawrence S., Giles C.L. A system for automatic personalized tracking of scientific literature on the Web. Proceedings of the 4th ACM/IEEE joint conference on digital libraries (DL-99), Berkeley, CA, USA. 1999;105-113 ACM Press.
5. Breese, J. S., Heckerman, D., & Kadie, C. (1998). Empirical analysis of predictive algorithms for collaborative filtering. In Proceedings of the 14th annual conference on uncertainty in artificial intelligence, Madison, Wisconsin, USA (pp. 43-52).
6. Callan, J. (1998). Learning while filtering documents. In Proceedings of the 21st annual international ACM SIGIR conference on research and development in information retrieval (SIGIR-98), Melbourne, Australia (pp. 224-231).
7. Carpineto C., De Mori R., Romano G., Bigi B. An information-theoretic approach to automatic query expansion. ACM Transactions on Information Systems. 19(1):2001;1-27.
8. Di Giacomo, M., Mahoney, D., Bollen, J., Monroy-Hernandez, A., & Meraz, C. M. R. (2001). Mylibrary, a personalization service for digital library environments.
9. Dublin Core (WWW). Dublin Core Resource Page: http://dublincore.org/.
10. Dumais, S., & Chen, H. (2000). Hierarchical classification of Web content. In Proceedings of the 23rd annual international ACM SIGIR conference on research and development in information retrieval, Athens, Greece (pp. 256-263).
11. Faensen, D., Faulstich, L., Schweppe, H., Hinze, A., & Steidinger, A. (2001). Hermes: a notification service for digital libraries. In ACM/IEEE joint conference on digital libraries (DL-01), Roanoke, Virginia, USA (pp. 373-380).
12. Faloutsos, C., & Oard, D. W. (1995). A survey of information retrieval and filtering methods. Technical Report CS-TR-3514, University of Maryland.
13. Fernandez, L., Sanchez, J. A., & Garcia, A. (2000). Mibiblio: personal spaces in a digital library universe. In Proceedings of the 5th international ACM/IEEE joint conference on digital libraries (DL'00), San Antonio, Texas, USA (pp. 232-233).
14. Foltz P.W., Dumais S.T. Personalized information delivery: an analysis of information filtering methods. Communications of the ACM. 35(12):1992;51-60.
15. Fox E.A., Marchionini G. Digital libraries: introduction. Communications of the ACM. 44(5):2001;30-32.
16. Goldberg D.J., Nichols D., Oki B.M., Terry D. Using collaborative filtering to weave information tapestry. Communications of the ACM. 35(12):1992;61-70.
17. Goncalves, M., Zafer, A. A., Ramakrishnan, N., & Fox, E. A. (2001). Modeling and building personalized digital libraries with PIPE and 5SL. In Proceedings of the 43rd Joint DELOS-NSF workshop on personalization and recommender systems in digital libraries, Dublin, Ireland (pp. 67-72).
18. Herlocker, J. L., Konstan, J., Borchers, A., & Riedl, J. (1999). An algorithmic framework for performing collaborative filtering. In Proceedings of the 22nd annual international ACM SIGIR conference on research and development in information retrieval, Berkeley, CA, USA (pp. 230-237).
19. Information Filtering Resources (accessed on 01/02/2004). Information Filtering Resources: http://www.enee.umd.edu/medlab/filter.
20. Mostafa J., Mukhopadhyay S., Lam W., Palakal M. A multilevel approach to intelligent information filtering: model, system, and evaluation. ACM Transactions on Information Systems. 15(4):1997;368-399.
21. Moukas, A. (1996). Amalthaea: information discovery and filtering using a multiagent evolving ecosystem. In Proceedings of the 1st international conference and exhibition on the practical application of intelligent agents and multiagent technology, London, GB.
22. Renda, M. E., & Straccia, U. (2002). A recommendation system in a collaborative digital library environment. Technical Report 2002-TR-06, Istituto di Elaborazione dell'Informazione - CNR, Pisa, Italy.
23. Resnick P., Iacovou N., Suchak M., Bergstorm P., Riedl J. GroupLens: an open architecture for collaborative filtering of netnews. Proceedings of the ACM conference on computer supported cooperative work, Chapel Hill, NC, USA. 1994;175-186 ACM.
24. Rocha, L. M. (1999). Talkmine and the adaptive recommendation project. In Proceedings of the 4th international ACM/IEEE joint conference on digital libraries (DL'99), Berkeley, CA, USA (pp. 242-243).
25. Rucker J., Polanco M.J. Siteseer: personalized navigation for the Web. Communications of the ACM. 40:1997;73-76.
26. Salton G., McGill J.M. Introduction to modern information retrieval. 1983;Addison Wesley Publ., Co. Reading, Massachussetts.