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AAAI
2012
13 years 9 months ago
A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
AAAI
2012
13 years 9 months ago
A Dynamic Rationalization of Distance Rationalizability
Distance rationalizability is an intuitive paradigm for developing and studying voting rules: given a notion of consensus and a distance function on preference profiles, a ration...
Craig Boutilier, Ariel D. Procaccia
AAAI
2012
13 years 9 months ago
Kernel-Based Reinforcement Learning on Representative States
Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
Branislav Kveton, Georgios Theocharous
ICPR
2002
IEEE
16 years 7 months ago
Video Editing Support System Based on Video Grammar and Content Analysis
Video editing is the work to produce the final videos with certain duration by finding and selecting appropriate shots from the material videos and connecting them. In order to pr...
Masahito Kumano, Yasuo Ariki, Miki Amano, Kuniaki ...
WWW
2007
ACM
16 years 7 months ago
A search-based Chinese word segmentation method
In this paper, we propose a novel Chinese word segmentation method which leverages the huge deposit of Web documents and search technology. It simultaneously solves ambiguous phra...
Xin-Jing Wang, Yong Qin, Wen Liu