2014 Fiscal Year Final Research Report
Evaluation and analysis of between relationship and individual's role adaptation for team sports using SOM
Project/Area Number |
24700684
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Research Category |
Grant-in-Aid for Young Scientists (B)
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Allocation Type | Multi-year Fund |
Research Field |
Sports science
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Research Institution | Nippon Bunri University |
Principal Investigator |
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Project Period (FY) |
2012-04-01 – 2015-03-31
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Keywords | 自己組織化マップ / スポーツ科学 / スポーツ心理 / クラスタリング |
Outline of Final Research Achievements |
In this research, we aim that Development of clustering algorithm for finding relationship and individual role adaptation for team sports using Self Organizing map. In order to evaluate describing individual ability, physical characteristics and psychological characteristic amount as data groups were evaluated by mapping input to the feature map the entire relationship team. Physical feature quantity has been closely related to the position. And also, psychological feature quantity was found to be significantly related to the selection of the regular member. Further, by combining both data, we could represent a relationship about position and regular members in the future maps.
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Free Research Field |
スポーツ科学
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