UGC Approved Journal no 63975(19)

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Published in:

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1807034


Registration ID:
184237

Page Number

198-203

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Title

KEYWORD EXTRACTION USING CENTROID GRAPH AND WITH A STUDY OF TEXTRANK AND HITS ALGORITHM

Abstract

Automatic keyword extraction identifies the terms that best describe the subject of the document or else it describe salient features of the article. This paper introduce a keyword extraction algorithm using centroid graph from single document. Algorithm proposed a graph based approach to the centroid values. In addition to extraction algorithm, the paper make a comparative study of HITS and TextRank algorithm. The keywords are recursively evaluated according to the cohesion to the document context. Evaluation of algorithms based on the precision and recall of extracted keywords.

Key Words

Automatic keyword extraction, MEAD, HITS, TextRank

Cite This Article

"KEYWORD EXTRACTION USING CENTROID GRAPH AND WITH A STUDY OF TEXTRANK AND HITS ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.198-203, July-2018, Available :http://www.jetir.org/papers/JETIR1807034.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"KEYWORD EXTRACTION USING CENTROID GRAPH AND WITH A STUDY OF TEXTRANK AND HITS ALGORITHM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp198-203, July-2018, Available at : http://www.jetir.org/papers/JETIR1807034.pdf

Publication Details

Published Paper ID: JETIR1807034
Registration ID: 184237
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier): http://doi.one/10.1729/IJCRT.17973
Page No: 198-203
Country: KOTTAYAM, KERALA, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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