INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
This project aims to develop a machine learning-based framework for character categorization, enabling automated analysis of personality traits and archetypes in fictional characters. By compiling a diverse dataset of fictional characters from various genres and mediums, we pre-process the textual data and extract relevant features. Using natural language processing techniques and supervised learning models, we train the system to identify patterns and correlations between textual features and character attributes. The proposed framework will be evaluated using metrics like accuracy, precision, recall, and F1-score, alongside user studies to gather subjective feedback. The expected outcome is a reliable and scalable character categorization model that enhances content recommendation algorithms, facilitates character-driven story generation, and provides insights into audience preferences and engagement. This project contributes to advancing natural language processing and machine learning by addressing the challenging task of character analysis and categorization.
Keywords:
Character Categorization, Natural Language Processing, F1-score.
Cite Article:
"Character Categorizing", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.h460-h465, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305762.pdf
Downloads:
000118744
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn