Prediction of Personality Traits Through Instagram Photo HSV

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationHuman-Computer Interaction. Technological Innovation - Thematic Area, HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings
EditorsMasaaki Kurosu
PublisherSpringer Science and Business Media Deutschland GmbH
Pages279-287
Number of pages9
ISBN (Print)9783031054082
DOIs
StatePublished - 2022
EventHuman Computer Interaction thematic area of the 24th International Conference on Human-Computer Interaction, HCII 2022 - Virtual, Online
Duration: 26 Jun 20221 Jul 2022

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13303 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceHuman Computer Interaction thematic area of the 24th International Conference on Human-Computer Interaction, HCII 2022
CityVirtual, Online
Period26/06/221/07/22

Keywords

  • Convolutional Neural Network (CNN)
  • Instagram
  • Personality traits
  • Photo hue
  • Support Vector Machine (SVM)

Fingerprint

Dive into the research topics of 'Prediction of Personality Traits Through Instagram Photo HSV'. Together they form a unique fingerprint.

Cite this