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Survey on product review sentiment classification and analysis challenges

There is no doubt that the process of using the internet to post comments and to get others' comments has become a common daily practice on the Web. Nowadays, a huge amount of information is available on the internet. The data which is posted by users and customers who visit these websites ever...

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Main Authors: Himmat, Mubarak, Salim, Naomie
Format: Article
Published: Springer 2014
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/62742/
http://dx.doi.org/10.1007/978-981-4585-18-7_25
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spelling my.utm.627422017-06-06T06:09:42Z http://eprints.utm.my/id/eprint/62742/ Survey on product review sentiment classification and analysis challenges Himmat, Mubarak Salim, Naomie QA75 Electronic computers. Computer science There is no doubt that the process of using the internet to post comments and to get others' comments has become a common daily practice on the Web. Nowadays, a huge amount of information is available on the internet. The data which is posted by users and customers who visit these websites every day contain significant information. Some companies ask their customers about a product or services, for feedback analysis and to evaluate the satisfaction ratio of their products and services. The reviews by customers of products are rapidly growing. This paper provides ground knowledge and covers the most important scholarly papers and research that have been done in the area of sentiment analysis and the classification of opinion. This work presents opinion definitions and more detailed opinion classifications, and explains the related topics. This review will provide an introduction to the most common and significant information related to sentiment analysis, and it will answer many questions that have been asked in opinion mining, analysis, classifications and challenges. Springer 2014 Article PeerReviewed Himmat, Mubarak and Salim, Naomie (2014) Survey on product review sentiment classification and analysis challenges. Lecture Notes in Electrical Engineering, 285 LN . pp. 213-222. ISSN 1876-1100 http://dx.doi.org/10.1007/978-981-4585-18-7_25 DOI:10.1007/978-981-4585-18-7_25
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Himmat, Mubarak
Salim, Naomie
Survey on product review sentiment classification and analysis challenges
description There is no doubt that the process of using the internet to post comments and to get others' comments has become a common daily practice on the Web. Nowadays, a huge amount of information is available on the internet. The data which is posted by users and customers who visit these websites every day contain significant information. Some companies ask their customers about a product or services, for feedback analysis and to evaluate the satisfaction ratio of their products and services. The reviews by customers of products are rapidly growing. This paper provides ground knowledge and covers the most important scholarly papers and research that have been done in the area of sentiment analysis and the classification of opinion. This work presents opinion definitions and more detailed opinion classifications, and explains the related topics. This review will provide an introduction to the most common and significant information related to sentiment analysis, and it will answer many questions that have been asked in opinion mining, analysis, classifications and challenges.
format Article
author Himmat, Mubarak
Salim, Naomie
author_facet Himmat, Mubarak
Salim, Naomie
author_sort Himmat, Mubarak
title Survey on product review sentiment classification and analysis challenges
title_short Survey on product review sentiment classification and analysis challenges
title_full Survey on product review sentiment classification and analysis challenges
title_fullStr Survey on product review sentiment classification and analysis challenges
title_full_unstemmed Survey on product review sentiment classification and analysis challenges
title_sort survey on product review sentiment classification and analysis challenges
publisher Springer
publishDate 2014
url http://eprints.utm.my/id/eprint/62742/
http://dx.doi.org/10.1007/978-981-4585-18-7_25
_version_ 1643655509255913472
score 13.211869

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