NDLI: Contextual patterns and pattern collocations in the game of GO

Content Provider	IEEE Xplore Digital Library
Author	Zhiqing Liu Wenfeng Li
Copyright Year	2011
Description	Author affiliation: Beijing University of Posts and Telecommunications (Wenfeng Li) \|\| Beijing University of Posts and Telecommunications, Beijing, China, 100876 (Zhiqing Liu)
Abstract	Knowledge modeling, acquisition, and proper use are crucial for successful computer playing of the game of GO. This paper presents a systematic approach for knowledge representations of GO-playing in which the meaning of a move is defined as a contextual pattern with respect to local contexts of surroundings of the move. This representation allows large amounts of contextual patterns, along with their usage statistics, to be acquired efficiently from game records. Contextual patterns that appear jointly in local contexts may form a pattern collocation, with its significance measured by hypothesis testing. Our experiments show that GO-playing knowledge acquired in the form of contextual patterns and pattern collocations is effective in move generation at various stages of GO-playing.
Starting Page	2527
Ending Page	2532
File Size	518275
Page Count	6
File Format	PDF
ISBN	9781424487370
e-ISBN	9781424487387
DOI	10.1109/CCDC.2011.5968635
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-05-23
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Context Computers Contextual pattern Pattern collocation Databases Move generation Games Knowledge representation Search problems Complexity theory Pattern recognition Testing
Content Type	Text
Resource Type	Article

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