• DocumentCode
    53179
  • Title

    A Survey of Personality Computing

  • Author

    Vinciarelli, Alessandro ; Mohammadi, Gelareh

  • Author_Institution
    Univ. of of Glasgow, Glasgow, UK
  • Volume
    5
  • Issue
    3
  • fYear
    2014
  • fDate
    July-Sept. 1 2014
  • Firstpage
    273
  • Lastpage
    291
  • Abstract
    Personality is a psychological construct aimed at explaining the wide variety of human behaviors in terms of a few, stable and measurable individual characteristics. In this respect, any technology involving understanding, prediction and synthesis of human behavior is likely to benefit from Personality Computing approaches, i.e. from technologies capable of dealing with human personality. This paper is a survey of such technologies and it aims at providing not only a solid knowledge base about the state-of-the-art, but also a conceptual model underlying the three main problems addressed in the literature, namely Automatic Personality Recognition (inference of the true personality of an individual from behavioral evidence), Automatic Personality Perception (inference of personality others attribute to an individual based on her observable behavior) and Automatic Personality Synthesis (generation of artificial personalities via embodied agents). Furthermore, the article highlights the issues still open in the field and identifies potential application areas.
  • Keywords
    behavioural sciences computing; inference mechanisms; multi-agent systems; psychology; artificial personality generation; automatic personality perception; automatic personality recognition; behavioral evidence; embodied agents; human behavior prediction; human behavior synthesis; human behavior understanding; personality computing; personality inference; personality synthesis; true personality inference; Biological system modeling; Communities; Computational modeling; Correlation; Lenses; Observers; Psychology; Personality; automatic personality perception; automatic personality recognition; automatic personality synthesis;
  • fLanguage
    English
  • Journal_Title
    Affective Computing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3045
  • Type

    jour

  • DOI
    10.1109/TAFFC.2014.2330816
  • Filename
    6834774