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Sentiment Analysis on Hadoop with Hadoop Streaming

by Piyush Gupta, Pardeep Kumar, Girdhar Gopal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 121 - Number 11
Year of Publication: 2015
Authors: Piyush Gupta, Pardeep Kumar, Girdhar Gopal
10.5120/21582-4651

Piyush Gupta, Pardeep Kumar, Girdhar Gopal . Sentiment Analysis on Hadoop with Hadoop Streaming. International Journal of Computer Applications. 121, 11 ( July 2015), 4-8. DOI=10.5120/21582-4651

@article{ 10.5120/21582-4651,
author = { Piyush Gupta, Pardeep Kumar, Girdhar Gopal },
title = { Sentiment Analysis on Hadoop with Hadoop Streaming },
journal = { International Journal of Computer Applications },
issue_date = { July 2015 },
volume = { 121 },
number = { 11 },
month = { July },
year = { 2015 },
issn = { 0975-8887 },
pages = { 4-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume121/number11/21582-4651/ },
doi = { 10.5120/21582-4651 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:08:09.114237+05:30
%A Piyush Gupta
%A Pardeep Kumar
%A Girdhar Gopal
%T Sentiment Analysis on Hadoop with Hadoop Streaming
%J International Journal of Computer Applications
%@ 0975-8887
%V 121
%N 11
%P 4-8
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Ideas and opinions of peoples are influenced by the opinions of other peoples. Lot of research is going on analysis of reviews given by peoples. Sentiment analysis is the major computational technique to calculate or observe sentiments of people's thoughts. Therefore, a method that assigns scores indicating positive and negative opinion about the product is proposed. It uses Hadoop Distributed File System (HDFS) to store data set and run on MapReduce architecture for performing sentiment analysis.

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Index Terms

Computer Science
Information Sciences

Keywords

Hadoop MapReduce Opinion Sentiment Analysis.

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