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)
|
Allocation Type | Multi-year Fund |
Research Field |
Sports science
|
Research Institution | Nippon Bunri University |
Principal Investigator |
|
Project Period (FY) |
2012-04-01 – 2015-03-31
|
Project Status |
Completed (Fiscal Year 2014)
|
Budget Amount *help |
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
|
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 / スポーツ心理学 / ニューラルネットワーク / データマイニング |
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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Report
(4 results)
Research Products
(6 results)