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)
The rapid progress in the field of IT has resulted in the accumulation of a vast volume of textual files. While researchers have predominantly focused on English text files in the past, there is now a substantial amount of content available in various Indian regional languages. Presently, there is a continuous generation of digitized Telugu text documents from government websites, news portals, and both public and private sectors on a daily basis. It is crucial to efficiently categorize these documents into predefined classes for easy retrieval. Text classification, a branch of Text Mining, offers a viable solution to this challenge. Text classification involves the automated categorization of these documents, which is otherwise a labor-intensive and time-consuming task when done manually. Automating this classification process can greatly enhance document management and retrieval. In this research paper, we present the results obtained through the application of methodologies such as Heap's law and n-gram models.
Keywords:
Text classification, Telugu text classification, Heap’s law, tokenization, stop words, n-gram model, punctuation
Cite Article:
"Telugu News Classification", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 3, page no.b192-b197, March-2024, Available :http://www.ijnrd.org/papers/IJNRD2403119.pdf
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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
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