摘要
根据技战术分析在隔网对抗项目训练和比赛中的作用,构建基于数据挖掘的隔网对抗项目技战术分析智能决策支持系统(DM-IDSS)。介绍DM-IDSS的集成机制、决策推理、设计与实现,对隔网对抗项目技战术分析进行系统研究。案例分析结果表明,该系统从历史数据中提取出的知识,对于隔网对抗项目技战术决策有一定的参考价值,其推理预测结果具有较高的准确度。
For the important role of techniques and tactics analysis on the training and competition of the net antagonistic event competitions project, it is the first time for the study to build the Intelligent Decision Support System based on Data Mining（DM-IDSS） of the project in techniques and tactics analysis. The integrated mechanism of DM-IDSS, decision-making inference as well as design and implementation are introduced. Results of case study show that the knowledge extracted by DM-IDSS from history data can provide valuable suggestions and directive function for tactics intelligence decision support of the net antagonistic event competitions project, and its interence results have well accuracy.
出处
《计算机工程》
CAS
CSCD
2012年第21期148-152,共5页
Computer Engineering
基金
"十一五"国家科技支撑计划基金资助项目(2006BAK12B03)
上海市科委重点科技攻关计划基金资助项目(072705128)
关键词
数据挖掘
决策支持系统
隔网对抗项目
乒乓球技战术
蚁群算法
决策推理
data mining
decision support system
net antagonistic event competitions project
table tennis techniques and tactics
ant colonyalgorithm
decision inference
