DocumentCode
1841822
Title
Research and Application of Data Mining Based on RoboCup Soccer Logs
Author
Cheng Ze-Kai ; Liu Qian ; Qin Feng
Author_Institution
Aritificial Intell. Res. Lab., Anhui Univ. of Technol., Maanshan, China
fYear
2013
fDate
21-23 June 2013
Firstpage
367
Lastpage
370
Abstract
RoboCup is an international academic competition which has seen a rapid development in recent years. Generally, developers use the way of engineering to develop a team but ignore the log files of RoboCup Soccer. Data mining is used for knowledge discovering from mass data. In this paper, the method of Data Mining based on the log files will be used to design the initiative moving strategy. The results showed that the improved initiative moving strategy was successful and the way of using Data Mining method to analyze log files could improve the efficiency of development.
Keywords
data mining; file organisation; mobile robots; multi-robot systems; sport; RoboCup soccer logs; data mining method; initiative moving strategy; knowledge discovery; log file analysis; mass data; Data mining; Data models; Data preprocessing; Educational institutions; Games; Knowledge representation; Market research; RoboCup; data mining; log files; sequential pattern initiative moves;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location
Shiyang
Type
conf
DOI
10.1109/ICCIS.2013.104
Filename
6643019
Link To Document