Belief revision for adaptive recommender agents in E-commerce
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Detail(s)
Original language | English |
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Title of host publication | Intelligent Data Engineering and Automated Learning |
Subtitle of host publication | 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised Papers |
Editors | Jiming Liu, Yiu-ming Cheung, Hujun Yin |
Publisher | Springer |
Pages | 99-103 |
ISBN (electronic) | 978-3-540-45080-1 |
ISBN (print) | 978-3-540-40550-4 |
Publication status | Published - 2004 |
Externally published | Yes |
Publication series
Name | Lecture Notes in Computer Science |
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Volume | 2690 |
ISSN (Print) | 0302-9743 |
ISSN (electronic) | 1611-3349 |
Link(s)
Abstract
Recommender systems are a well-known technology for E-commerce. This paper illustrates a novel recommender agent model which combines the inductive power brought by text mining methods with the non-monotonic reasoning capability offered by a belief revision system to improve the agents' prediction effectiveness, learning autonomy, and explanatory capabilities. © Springer-Verlag 2003.
Citation Format(s)
Belief revision for adaptive recommender agents in E-commerce. / Lau, Raymond Y. K.
Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised Papers. ed. / Jiming Liu; Yiu-ming Cheung; Hujun Yin. Springer , 2004. p. 99-103 (Lecture Notes in Computer Science; Vol. 2690).
Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003 Hong Kong, China, March 21–23, 2003 Revised Papers. ed. / Jiming Liu; Yiu-ming Cheung; Hujun Yin. Springer , 2004. p. 99-103 (Lecture Notes in Computer Science; Vol. 2690).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review