Ontology modelling approach for personality measurement based on social media activity

Andry Alamsyah, M. Rizqy Dwi Putra, Darin Dindi Fadhilah, Fivi Nurwianti, Ening Ningsih

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

11 Citations (Scopus)

Abstract

The advancement of technology has affected human behavior. Social media has become a prominent platform for our lives to share opinion, thoughts, and information. Those activities are stored as a digital trace. Meanwhile in linguistic approach, the unique way of people writing is able to reveal the real personality. The open access data on social media give us an opportunity to assess the characteristic of a person based on a digital trace. The human personality has been classified according to Five Factor Model (FFM). We propose the ontology modeling approach to measure human personality using social media data, particularly in Bahasa Indonesia. The present personality measurement commonly use a test or questionnaire survey. This research enriches current methodology to measure human personality by observing writing and linguistic usage on Twitter. The result is beneficial for marketing study to forecast consumer behavior. It also valuable fo human resources study to decide employee's recruitment and promotion.

Original languageEnglish
Title of host publication2018 6th International Conference on Information and Communication Technology, ICoICT 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages507-512
Number of pages6
ISBN (Electronic)9781538645710
DOIs
Publication statusPublished - 8 Nov 2018
Event6th International Conference on Information and Communication Technology, ICoICT 2018 - Bandung, Indonesia
Duration: 3 May 20184 May 2018

Publication series

Name2018 6th International Conference on Information and Communication Technology, ICoICT 2018

Conference

Conference6th International Conference on Information and Communication Technology, ICoICT 2018
Country/TerritoryIndonesia
CityBandung
Period3/05/184/05/18

Keywords

  • Five factor model
  • Ontology
  • Personality measurement

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