Prediction of Personality Traits Through Instagram Photo HSV

Chu Chien Wu, Ping Yu Hsu, Ni Xu, Ming Shien Cheng, Yen Yu Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

Instagram is a popular social networking application for young people nowadays. Users can publish and share photos and apply different photo filters to adjust the appearance of pictures. The adjusted photos turn into works with personal characteristics, and users can share their feelings with viewers. This study aimed to infer the user’s personality traits through the analysis of the user’s photo hue. To explore the relationship between photo hue and personality traits, a questionnaire survey was conducted. The subjects were asked to fill in the personality traits questionnaire, and the Instagram photos of the subjects were obtained with their consent. The photo hue was input in the SVM classifier and CNN model, and finally, the personality traits classification results were obtained.

原文???core.languages.en_GB???
主出版物標題Human-Computer Interaction. Technological Innovation - Thematic Area, HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings
編輯Masaaki Kurosu
發行者Springer Science and Business Media Deutschland GmbH
頁面279-287
頁數9
ISBN(列印)9783031054082
DOIs
出版狀態已出版 - 2022
事件Human Computer Interaction thematic area of the 24th International Conference on Human-Computer Interaction, HCII 2022 - Virtual, Online
持續時間: 26 6月 20221 7月 2022

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
13303 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

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???event.eventtypes.event.conference???Human Computer Interaction thematic area of the 24th International Conference on Human-Computer Interaction, HCII 2022
城市Virtual, Online
期間26/06/221/07/22

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