Commenced in January 2007
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Paper Count: 33090
Analysis of Sequence Moves in Successful Chess Openings Using Data Mining with Association Rules
Authors: R.M.Rani
Abstract:
Chess is one of the indoor games, which improves the level of human confidence, concentration, planning skills and knowledge. The main objective of this paper is to help the chess players to improve their chess openings using data mining techniques. Budding Chess Players usually do practices by analyzing various existing openings. When they analyze and correlate thousands of openings it becomes tedious and complex for them. The work done in this paper is to analyze the best lines of Blackmar- Diemer Gambit(BDG) which opens with White D4... using data mining analysis. It is carried out on the collection of winning games by applying association rules. The first step of this analysis is assigning variables to each different sequence moves. In the second step, the sequence association rules were generated to calculate support and confidence factor which help us to find the best subsequence chess moves that may lead to winning position.Keywords: Blackmar-Diemer Gambit(BDG), Confidence, sequence Association Rules, Support.
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1329244
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[1] http://www.Blackmar-Diemer Gambit - Wikipedia, the free encyclopedia.htm
[2] http://www.chlodwig.com/Partien/Diemer/Diemer_Story.htm
[3] "DATA MINING-Introductory and Advanced Topics", Margaret H. Dunham,pp 164-172
[4] J.Li et al., "Mining Risk Patterns in Medical Data", in Proc. Of the eleventh ACM SIKDD international conference on knowledge discovery in data mining,pp 770-775,2005
[5] M.J.Zaki,"Mining non redundant association rules". Data mining and Knowledge discovery Journal,pp,:223-248,2004
[6] J.Han and Kamber, Data mining, Concepts and Techniques, Morgan Kaufmann Publishers,pp 498-500,2006
[7] I.H Witten, E. Frank, Data Mining-Practical Machine Learning Tools and Techniques, Morgan Kaufmann Publishers,2005
[8] M.Karolis, C.S. Pattichis, Association Rule analysis for the assesment of the risk of coronary Heart events, 31st international conference of the IEEE EMBS,September 2-6,2009,.
[9] "Chess Openings:Traps and Zaps ",American Writer, Pandolfini.
[10] "Nimzo Indian Defence Theory and Games",K.R.Seshadri, Internal Arbiter.
[11] "Begin Chess", Manuel Aaron,pp14-15
[12] "Begin Chess", David B.Pritchard,pp 9-10
[13] "Your First Move", Chess for Beginners,Alexei Sokolsky.pp 42.
[14] "Gambit Champion openings", Eric Schiller, International Arbiter.
[15] http://www.bookuppro.com/ecopgn/d.html
[16] http://www.chessopeningsdatabase.com/3/d4,d5,/Chess-Openings- Database.htm
[17] http://www.chessvideos.tv/chess-opening-database/
[18] http://www.chessvideos.tv/chess-opening-database/search/Blackmar- Diemer-gambit
[19] http://www.chess.com/article/view/openings-for-tactical-playersblackmar- diemer-gambit