UGC Approved Journal no 63975(19)

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

Volume 8 Issue 6
June-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2106564


Registration ID:
310910

Page Number

e76-e82

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Title

A CROSS DOMAIN APPROACH TO ANALYSE SENTIMENTS FROM OPINIONS ON SOCIAL MEDIA

Abstract

Data is generated from versatile sources and in large quantities. The rate of data generation is increasing with time. This data is related to a large range of fields. Also this data contains hidden information which can be extracted. This information can prove beneficial to multiple organizations and institutions. Data from Social Networks mostly contains opinions of general public. Twitter is one such application where people express their opinions regarding every issue, development, product etc. In this paper we have tried toTo store and organize unstructured datasets from twitter into HDFS of Hadoop using Flume and extract data from HDFS through Apache Hive. The design and implement hybrid classification algorithm comprising of Naïve bayes based on probability and Decision Tree based on decision rules is done and along with it analysis and comparison of performance of the proposed approach based on accuracy with the existing naïve bayes.

Key Words

HDFS,SVM,NLP,POS,NB,API

Cite This Article

"A CROSS DOMAIN APPROACH TO ANALYSE SENTIMENTS FROM OPINIONS ON SOCIAL MEDIA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 6, page no.e76-e82, June-2021, Available :http://www.jetir.org/papers/JETIR2106564.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

"A CROSS DOMAIN APPROACH TO ANALYSE SENTIMENTS FROM OPINIONS ON SOCIAL MEDIA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 6, page no. ppe76-e82, June-2021, Available at : http://www.jetir.org/papers/JETIR2106564.pdf

Publication Details

Published Paper ID: JETIR2106564
Registration ID: 310910
Published In: Volume 8 | Issue 6 | Year June-2021
DOI (Digital Object Identifier):
Page No: e76-e82
Country: Ambala, Haryana, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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