The state-of-the-art in text-based automatic personality prediction
Feizi-Derakhshi, Ali-Reza, Feizi-Derakhshi, Mohammad-Reza, Ramezani, Majid, Nikzad-Khasmakhi, Narjes, Asgari-Chenaghlu, Meysam, Akan, Taymaz, Ranjbar-Khadivi, Mehrdad, Zafarni-Moattar, Elnaz, Jahanbakhsh-Naghadeh, Zoleikha
–arXiv.org Artificial Intelligence
The above quotation becomes the basis of what is present in this article, studying natural language processing in individual personality. Personality is defined as the characteristic set of behaviours, cognitions, and emotional patterns [1] as well as thinking patterns [2], and its external appearance can be seen in writing, speech, decision and other aspects of the social and personal lives of people. Language is the most prominent and the most available aspects of individuals' personality. Meanwhile, written text is one of the most utilized appearance of language. Developing the Internet based infrastructure such as social media, e-mails, and different texting contexts, have made the language appearance of people more available. Consequently, considering the increasing of internet based communications, it would be so exciting to became aware of individuals' personality, inspite of their absence. Therefore, the involvement of computers in determining the personality of people seems necessary and turned into a study field in computer science. Automatic Personality Prediction (or Perception) (APP) is the automatic prediction of the personality of individuals and usually done by computers.
arXiv.org Artificial Intelligence
Oct-4-2021
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