CAJ | 학술논문

传球动作是RoboCup仿真足球比赛得以进行的纽带,进球并赢得比赛是球队的最终目标,分析传球与比赛胜负的关系,采用数据挖掘的思想,用C语言程序解析仿真比赛日志文件的方法来收集所需的传球数据,基于距离将传球分为5种类型,以5种类型的传球作为解释变量,以比分作为因变量,采用偏最小二乘法搭建数学模型,用SIMCA-P软件进行仿真实验,并采用相关图形进行分析与说明。在包含解释变量72．8%、因变量74．4%信息量的情况下,5个解释变量对因变量的投影重要性指标值分别为0．08114,0．99666,1．0289,1．08806,1．32573。实验结果表明,对传球来说,长传球对比赛胜负的影响最大。
전구동작시RoboCup방진족구비새득이진행적뉴대,진구병영득비새시구대적최종목표,분석전구여비새성부적관계,채용수거알굴적사상,용C어언정서해석방진비새일지문건적방법래수집소수적전구수거,기우거리장전구분위5충류형,이5충류형적전구작위해석변량,이비분작위인변량,채용편최소이승법탑건수학모형,용SIMCA-P연건진행방진실험,병채용상관도형진행분석여설명。재포함해석변량72．8%、인변량74．4%신식량적정황하,5개해석변량대인변량적투영중요성지표치분별위0．08114,0．99666,1．0289,1．08806,1．32573。실험결과표명,대전구래설,장전구대비새성부적영향최대。
Passing ball action runs through the RoboCup simulation games,both teams spare no effort to win the game. The paper studies the connection between passing ball action and the game deeply. It puts forward to adopt the idea of data mining,analyzes games’ log files by C language program in order to collect the required passing ball data,divides passing ball into 5 types which are seen as independent variables and see score as dependent variable, then establishes mathematical model combining with Partial Least Square( PLS) . A few relevant figures are used to analyze and verify the experimental result which comes from SIMCA-P. The result shows that with 72. 8% of independent variables information and 74. 4% of dependent variable information, the VIP values of 5 independent variables to dependent variable are as follows:0. 081 14,0. 996 66,1. 028 9,1. 088 06,1. 325 73. After linking theoretical result with practical scene, it is concluded that long pass plays a major role in a game for passing ball.