TITLE:
A Consideration on Emotional Topology: Verbal Data Processing and Representation Applied to Athlete Statements
AUTHORS:
Koichiro Aoki, Hiroyuki Hirahara, Chieko Kato, Kensei Tsuchida
KEYWORDS:
Psychological Measurement and Evaluation, Topological Mapping, Verbal Data Processing and Representation, Self-Organizing Maps (SOM), Fuzzy Cluster Analysis
JOURNAL NAME:
Psychology,
Vol.9 No.4,
April
30,
2018
ABSTRACT: 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.