Enhancing personalized ranking quality through multidimensional modeling of inter-item competition

Feng, Qinyuan and Liu, Ling and Sun, Yan (Lindsay) and Yu, Ting and Dai, Yafei (2011) Enhancing personalized ranking quality through multidimensional modeling of inter-item competition. In: 6th International ICST Conference on Collaborative Computing: Networking, Applications, Worksharing.

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Abstract

This paper presents MAPS - a personalized Multi-Attribute Probabilistic Selection framework - to estimate the probability of an item being a user's best choice and rank the items accordingly. The MAPS framework makes three original contributions in this paper. First, we capture the inter-attribute t

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 09:15
Last Modified: 18 Apr 2026 03:32
URI: http://eprints.eai.eu/id/eprint/4772

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