Computational analysis of personality through written corpora

Postgraduate Thesis uoadl:2837082 316 Read counter

Unit:
Κατεύθυνση Γλωσσολογία
Library of the School of Philosophy
Deposit date:
2018-12-07
Year:
2018
Author:
Souvalioti Louiza
Supervisors info:
Γεώργιος Μαρκόπουλος, Επίκουρος Καθηγητής, Τμήμα Φιλολογίας, Φιλοσοφική Σχολή ΕΚΠΑ
Σταματία Κουτσουλέλου, Αναπληρώτρια Καθηγήτρια, Τμήμα Φιλολογίας, Φιλοσοφική Σχολή ΕΚΠΑ
Σπυριδούλα Μπέλλα, Καθηγήτρια, Τμήμα Φιλολογίας, Φιλοσοφική Σχολή ΕΚΠΑ
Original Title:
Υπολογιστική ανάλυση της προσωπικότητας μέσω σώματος γραπτών κειμένων
Languages:
Greek
Translated title:
Computational analysis of personality through written corpora
Summary:
The present study attempts a computational analysis of personality through written corpora. The research aims to find the language elements related to the personality traits, particularly to look at the word-based analysis. In order to achieve the aforementioned search, questionnaires and written texts were collected from participants, which were then analyzed with Python programming language and LIWC tool. Additionally, in order to confirm the quantitative results that were obtained, the qualitative analysis of the texts was also attempted. The results demonstrate the correlation of the personality traits with specific semantic categories of analysis and mainly with the words that represent them linguistically.
Main subject category:
Language – Literature
Keywords:
computational linguistics, personality assessment, linguistics, python
Index:
No
Number of index pages:
0
Contains images:
Yes
Number of references:
45
Number of pages:
63
Διπλωματική_Σουβαλιώτη.pdf (869 KB) Open in new window