Development of a Japanese personality dictionary based on psychological methods

Ritsuko Iwai, Daisuke Kawahara, Takatsune Kumada, Sadao Kurohashi

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

We propose a new approach for constructing a personality dictionary with psychological evidence. In this study, we collect personality words by using word embeddings and construct a personality dictionary with weights for the Big Five traits. The weights are calculated based on the responses of the large sample (N = 1,938, female = 1,004, M = 49.8 years old: 20-78, SD = 16.3). All the respondents answered a 20-item personality questionnaire and 537 personality items derived from word embeddings. We present the procedures to examine the qualities of responses with psychological methods and to calculate the weights. Using these, we develop a personality dictionary with two sub-dictionaries. We also discuss an application of the acquired resources.

本文言語English
ホスト出版物のタイトルLREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
編集者Nicoletta Calzolari, Frederic Bechet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Helene Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis
出版社European Language Resources Association (ELRA)
ページ3103-3108
ページ数6
ISBN(電子版)9791095546344
出版ステータスPublished - 2020
外部発表はい
イベント12th International Conference on Language Resources and Evaluation, LREC 2020 - Marseille, France
継続期間: 2020 5 112020 5 16

出版物シリーズ

名前LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings

Conference

Conference12th International Conference on Language Resources and Evaluation, LREC 2020
国/地域France
CityMarseille
Period20/5/1120/5/16

ASJC Scopus subject areas

  • 言語および言語学
  • 教育
  • 図書館情報学
  • 言語学および言語

フィンガープリント

「Development of a Japanese personality dictionary based on psychological methods」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル