文章基本信息

标题：A Consideration on Emotional Topology: Verbal Data Processing and Representation Applied to Athlete Statements
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作者：Koichiro Aoki ; Hiroyuki Hirahara ; Chieko Kato 等
期刊名称：Psychology
印刷版ISSN：2152-7180
电子版ISSN：2152-7199
出版年度：2018
卷号：09
期号：04
页码：876-895
DOI：10.4236/psych.2018.94054
语种：English
出版社：Scientific Research Publishing
摘要：In order to analyze emotional state and movement for desirable life, we considered a topological analysis of mind for the representative people whom were, in this case, athletes. The utterances were acquired from online articles that included statements they made during interviews. The sampled data was processed with TF-IDF, BLSOM, and fuzzy clustering technique. The resultant mapping provides a typical emotional state and movement in the extracted axes so that one can discuss the athletes’ psychological transition on this map. The proposed procedure was significantly effective at presenting the player’s emotional interest and motivation.
关键词：Psychological Measurement and Evaluation;Topological Mapping;Verbal Data Processing and Representation;Self-Organizing Maps (SOM);Fuzzy Cluster Analysis