Data Mining Of Chess Chunks: A Novel Distance-based Structure
Author(s)
A. Linhares
Abstract
Data mining of chess chunks: a novel
distance-based structure
A. Linhares
The Getulio Vargas Foundation, Brazil
Abstract
What can the disciplines of artificial intelligence and the cognitive sciences
obtain from the application of data mining methodology? There is a great chasm
between traditional artificial intelligence methods and real human cognition.
The notorious game of chess is a good example, having been traditionally
modeled by search engines with advanced pruning techniques. There is,
however, considerable psychological evidence that points to the view that human
players do not carry out such types of processes. A more suitable alternative
view seems to be that chess masters are carrying out a form of mining, carefully
categorizing each chunk perceived in a position and gradually building a
complex dynamic structure to represent the pressures embedded in each
position. This is not only a new application area for data mining, but it is also of
utmost importance to psychological theori
Keywords
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