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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Volume 11 | Issue 3
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
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| Paper Title: | An Exploration of Personality Analysis Using Machine Learning |
| Authors Name: | Talal Zaffar , Saloni Singh |
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IJRTI_204362
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| Published Paper Id: | IJRTI2506001 |
| Published In: | Volume 10 Issue 6, June-2025 |
| DOI: | |
| Abstract: | Human personality is the thing that people have been fascinated with ever since personality differences in terms of traits influence behavior, social interaction, and overall well-being. Although the development of research in this field of knowledge has progressed greatly within the last 20 years, the personality analysis techniques applied today are to a significant extent incapable of proper description of the wide scope of human personality because of their overreliance on the subjective and bias-prone self- reported surveys and questionnaires. In order to fill this gap, the present study makes use of machine learning algorithms for personality analysis. Although exploratory, this study has tried to validate previous findings in the field by applying a wide range of machine learning techniques on publicly available datasets among them the HEXACO Personality Inventory and Big Five Inventory among other relevant datasets, this research while being exploratory, aims at validating previous findings in the field of computational psychology, and reveal hidden patterns in behavioural This work provides a reproducible pipeline and draws methodological issues on applying ML to computational psychology. The study’s results are to help future uses in education, mental health, and individual digital systems. |
| Keywords: | Human Personality Analysis, Machine Learning Algorithms, Computational Psychology, Big Five Inventory, HEXACO Personality Inventory, Personality Trait Prediction, Machine Learning in Psychology |
| Cite Article: | "An Exploration of Personality Analysis Using Machine Learning", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 6, page no.a1-a7, June-2025, Available :http://www.ijrti.org/papers/IJRTI2506001.pdf |
| Downloads: | 000566 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2506001
Registration ID:204362
Published In: Volume 10 Issue 6, June-2025
DOI (Digital Object Identifier):
Page No: a1-a7 Country: Aligarh, Uttar Pradesh, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2506001 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2506001 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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