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International Journal for Research Trends and Innovation
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ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: September 2025
Volume 10 | Issue 9
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 112
Article Submitted : 17346
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Total Authors : 20065
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| Paper Title: | Machine Learning-Based Automated Personality Recognition from the Hindi Text |
| Authors Name: | Jayshri Patil , Sanket Trivedi |
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IJRTI_190070
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| Published Paper Id: | IJRTI2406068 |
| Published In: | Volume 9 Issue 6, June-2024 |
| DOI: | |
| Abstract: | In the field of Natural Language Processing and Machine Learning, the automatic recognition of personality has received increasing research attention. The user expresses their feelings and emotions through social media or other platforms. The content created by users on these platforms is a crucial asset for deducing the personalities of the users. The research work efforts in the field of personality recognition not have been reported for Indian languages. In India many people survive in rural areas hence they have the problem of understanding and speaking the English language and increasing the Indian language content on social media as well. To assess human perception and personality accurately, it is essential to gain an understanding of user-generated content in the Indian language. In this work, we presented the Machine Learning approach for recognizing users' personalities from Hindi text by developing the resources translated gold standard dataset Stream-of-consciousness essay dataset and Psycholinguistic Dictionary in the Hindi language and experimental results achieved with the Machine Learning models. |
| Keywords: | Personality, Personality Recognition, Machine Learning |
| Cite Article: | "Machine Learning-Based Automated Personality Recognition from the Hindi Text", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.9, Issue 6, page no.491 - 495, June-2024, Available :http://www.ijrti.org/papers/IJRTI2406068.pdf |
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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: IJRTI2406068
Registration ID:190070
Published In: Volume 9 Issue 6, June-2024
DOI (Digital Object Identifier):
Page No: 491 - 495 Country: Surat, Gujarat, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2406068 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2406068 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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