An intelligent knowledge sharing strategy featuring item-based collaborative filtering and case based reasoning

Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05

Volumn 2005, Issue , 2005, Pages 67-72

  Chedrawy, Zeina ^a   Abidi, Syed Sibte Raza ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE FILTERING; COMPUTATION THEORY; COMPUTER SUPPORTED COOPERATIVE WORK; INFORMATION RETRIEVAL;

CASE BASED REASONING (CBR); COLLABORATIVE FILTERING (CF); INFORMATION FILTERING; KNOWLEDGE SHARING CONTEXT;

KNOWLEDGE REPRESENTATION;

EID: 33846967492     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2005.22     Document Type: Conference Paper

References (19)

1. Aamodt A. and Plaza E., "Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches", In AI communications. IOS Press, 1994.
2. Abecker A., Bernardi A., Hinkelmann K., Kuhn O. and Sintek M., "Toward a Technology for Organizational Memories", In IEEE Intelligent Systems, 1998.
3. Abidi S.S.R., "Designing Adaptive Hypermedia for Internet Portals: A Personalization Strategy Featuring Case Base Reasoning With Compositional Adaptation", In Garijo FJ, Riquelme JC & Toro M (Eds.) Lecture Notes in Artificial Intelligence 2527: Advances in Artificial Intelligence (IBERAMIA 2002). Springer Verlag: Berlin, 2002.
4. Ardissono L., Console L. and Torre I, "An Adaptive System for the Personalized Access to News", In AI Communications, 2001.
5. Arshadi N. and Badie K., "A Compositional Approach to Solution Adaptation in Case-based Reasoning and its Application to Tutoring Library", In Proceedings of 8th German Workshop on Case-Based Reasoning. Lammerbuckel, 2000.
6. Cotter P. and Smyth B., "PTV: Intelligent Personalised TV Guides", In AAAI/IAAI2000.
7. th International Conference on Machine Learning, Williamstown, MA, 2001.
8. Jurisica I., "Context-Based Similarity Applied to Retrieval of Relevant Cases", Technical Report DKBS-TR-94-5, University of Toronto, Department of Computer Science, Toronto, Ontario, 1994.
9. Karypis G., "Evaluation of Item-Based Top-N Recommendation Algorithms", Technical Report #00-046, Dept. of Computer Science, University of Minnesota, Minneapolis, MN, 2000.
10. Moubasher B., Jin X. and Zhou Y., "Semantically Enhanced Collaborative Filtering on the Web", In Proceedings of the European web mining forum, Bettina Berendt et al. (ed.), LNAI 3209, Springer 2004.
11. Pennock D.M. and Horvitz E., "Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach", In IJCAI Workshop on Machine Learning for Information Filtering, Stockholm, Sweden, August 1999.
12. Resnick P, Iacovou N., Suchak M., Bergstrom, and Riedl J., "GroupLens: An Open Architecture for Collaborative Filtering of Netnews", In Proceedings of ACM 1994 Conference on Computer Supported Cooperative Work, Chapel Hill, 1994.
13. Reyhani N., Badie K. and Kharrat M., "A New Approach to Compositional Adaptation Based on Optimizing the Global Distance Function and Its Application in an Intelligent Tutoring System", In IRI 2003.
14. Sarwar B. and Karypis G., Konstan J. and Riedl, J. "Item-based Collaborative Filtering Recommendation Algorithms", In Proceedings International WWW Conference (10), Hong-Kong, 2001.
15. Sarwar B., Karypis G., Konstan J. and Riedl J., "Analysis of Recommendation Algorithms for ecommerce", In Proceedings of ACME-Commerce, 2000.
16. Schmidt R., Vorobieva O. and Gierl L., "Case-Based Adaptation Problems in Medicine", In Reimer U. et al.: Proceedings of WM2003: Professionelles Wissensmanagement - Erfahrungen und Visionen. Kollen-Verlag Bonn, 2003.
17. th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems: Tasks and Methods in Applied Artificial Intelligence, June 01-04, 1998.
18. Wike W., Smyth B. and Cunningham P., "Using Configuration Techniques for Adaptation", In M Lenz, B Bartsch-Sporl, H-D Burkhard, S Wess (eds.): Case-Based Reasoning Technology, From Foundations to Applications, Springer-Verlag, Berlin Heidelberg New York, 1998.
19. http://www.grouplens.org