UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRDC06043


Registration ID:
221873

Page Number

238-243

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Title

Detecting Aspect Categories by Using NLP for Online Review Summarization

Abstract

Using on the web customer overviews as electronic verbal trade to help purchase fundamental authority has ended up being continuously common. The Web gives an expansive wellspring of customer reviews; anyway one can hardly peruse all overviews to get a sensible appraisal of a thing or organization. A substance planning framework that can gather reviews would henceforth be alluring. A subtask to be performed by such a structure is find the general point classes would in general in overview sentences, for which this paper presents two strategies. Rather than most existing procedures, the vital system displayed is an unsupervised strategy that applies association control mining on co-occasion repeat data obtained from a corpus to find these point arrangements. While not practically identical to top tier coordinated methodologies, the proposed unsupervised methodology performs better than a couple of direct baselines, a similar anyway regulated procedure, and an oversaw standard, with a F1-score of 67%. The second procedure is a managed variety that beats existing methodologies with a F1-score of 84%.

Key Words

Aspect category detection, consumer reviews, co-occurrence data, sentiment analysis, spreading activation

Cite This Article

"Detecting Aspect Categories by Using NLP for Online Review Summarization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.238-243, June 2019, Available :http://www.jetir.org/papers/JETIRDC06043.pdf

ISSN


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

"Detecting Aspect Categories by Using NLP for Online Review Summarization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp238-243, June 2019, Available at : http://www.jetir.org/papers/JETIRDC06043.pdf

Publication Details

Published Paper ID: JETIRDC06043
Registration ID: 221873
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 238-243
Country: Chennai, Tamil Nadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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