Analysis on Competitive Sports Based on the Data Mining Technology
Data mining is a lot of data from the excavation of new information, a relatively new and interdisciplinary field of computer science, artificial intelligence, machine learning, statistics and database system, is a profound data analysis method. Modern co
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Analysis on Competitive Sports Based on the Data Mining Technology Wei Li
Abstract Data mining is a lot of data from the excavation of new information, a relatively new and interdisciplinary field of computer science, artificial intelligence, machine learning, statistics and database system, is a profound data analysis method. Modern competitive sports, all kinds of data information multitude, is a practical, efficient methods to analyze the data, so data mining research and the application has the significant theory significance and the practical value. Keywords Datamining• Competitive sports • Data processing • Genetic algorithm • Statistical
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Introduction
In the modern competitive sports, development, evolution, the influence expands ceaselessly, become a throughout all levels of society, and the whole world of the special social phenomenon [1, 2]. With the rapid development of science and technology, informatization level to enhance the rapid, make the competitive sports development reached a new height, all kinds of advanced equipment, so that the collection of sports information data more comprehensive, meticulous, for further analysis to extract valuable information to create favorable conditions [3, 4]. But the amount of information has expanded dramatically, from the vast data, in-depth search for various kinds of information data the immanent connection between, for many data between dynamic changes, then the data are in-depth analysis, for sports
W. Li (*) Chengdu Medical College, Chengdu 610083, China e-mail: [email protected] S. Zhong (ed.), Proceedings of the 2012 International Conference on Cybernetics 2359 and Informatics, Lecture Notes in Electrical Engineering 163, DOI 10.1007/978-1-4614-3872-4_301, # Springer Science+Business Media New York 2013
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research workers and athletes are extremely important [5, 6]. Therefore, how to apply the data mining technology processing and analysis of competitive sports in a variety of data, is the current sports researchers to solve a major problem, but also promote the development of modern competitive sports needs.
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The Concept of Data Mining and Its Significance The Background of Data Mining
Early recognition data model including Bayes’ theorem and the regression analysis method. With the proliferation of data processing, general popularity as well as the computer technology improves, the data collection, storage and operation speed. Since the data set size and complexity of the growth, direct manual data analyses are increasingly being indirect, replaced by automated data processing. Computer technology promotes the development of other data methods, such as neural networks, cluster analysis, genetic algorithm, decision tree and support vector machine. Data mining process in the application of these data method to discover hidden in large data. For applied statistics, artificial intelligence and database management to bridge the gap, by the way the data is stored in the database and the index, more effective implementatio
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