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A Data Mining Tool's Design And Implementation For Analyzing Tactics Of Sports Match

Posted on:2009-03-22Degree:MasterType:Thesis
Country:ChinaCandidate:R LiFull Text:PDF
GTID:2178360242989076Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
With the social development and human progress, sports competition has now become a civilized country and nation, an important sign of progress. In order to raise the level of sports competition, more and more countries will be continuously applied to the new technology in sports competition. Mining data from a large-scale data is collected in a non-trivial, implied, unknown, the potential value of information technology. Therefore, data mining technology used in sports competitions, the game data analysis, will raise the level of sports competition is an inestimable role.Based on the study and laboratory analysis of the original table tennis technical and tactical systems and volleyball technical and tactical analysis, and data mining technology on the basis of in-depth study, extracted from common data mining algorithms to generate the development of libraries middleware, as a sports technical and tactical Analysis tools, can easily add to technical and tactical analysis system, and the tool applied to the technical and tactical analysis of table tennis and volleyball to technical and tactical analysis. The main contents are as follows:The first is research background and current situation, focusing on the domestic and international data mining technology in sports competitions in the application. And introduce the original laboratory's table tennis technical and tactical analysis system and volleyball technical and tactical analysis system for a simple description.Secondly, as this paper, the theoretical foundation, introduced the concept of data mining, development, research the status quo, and middleware technology gave a brief introduction.In systems analysis and design system on the basis of association rules analysis, cluster analysis and based on the Markov process of the three mining algorithms to improve and abstract to the development of GM class library so that it can be used as tools to facilitate the accession To the ball game to technical and tactical analysis.Then combine table tennis technical and tactical analysis system and volleyball technical and tactical analysis systems, respectively, will be introduced to the mining algorithms to the technical and tactical analysis system to. Competition combined with our acquisition of data, technical and tactical analysis. Mining and the results clearly show that can easily compete guidance.Finally, table tennis technical and tactical analysis system and volleyball technical and tactical analysis system, for us to achieve the development of libraries were tested.
Keywords/Search Tags:Data Mining, Ball Match, Rule Analysis, Cluster Algorithm, Markov Process
PDF Full Text Request
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