Product Review Sentiment Analysis by Artificial Neural Network Algorithm

Buying and selling and marketing goods and services are now done online. The online store provides facilities that enable its customers to provide review related products offered. The number of reviews received by the store, online sometimes does not allow the store online to analyze one by one. Thu...

Full description

Bibliographic Details
Main Authors:	Tri Astuti, Irnawati Pratika
Format:	Article
Language:	English
Published:	Bright Publisher 2019-09-01
Series:	IJIIS: International Journal of Informatics and Information Systems
Subjects:	sentiment analysis ann algorithm product review
Online Access:	http://ijiis.org/index.php/IJIIS/article/view/15

id	doaj-0a381e0788834cf0a341f84dd378e3d2
record_format	Article
spelling	doaj-0a381e0788834cf0a341f84dd378e3d22021-07-03T00:30:48ZengBright PublisherIJIIS: International Journal of Informatics and Information Systems2579-70692019-09-0122616610.47738/ijiis.v2i2.1514Product Review Sentiment Analysis by Artificial Neural Network AlgorithmTri Astuti0Irnawati Pratika1Amikom University Purwokerto, IndonesiaAmikom University Purwokerto, IndonesiaBuying and selling and marketing goods and services are now done online. The online store provides facilities that enable its customers to provide review related products offered. The number of reviews received by the store, online sometimes does not allow the store online to analyze one by one. Thus, it takes the help of machines to assist in the analysis of such sentiments. Analysis of the sentiments of the review the product is done to help the shop get a general overview related to the level of consumer satisfaction. In this study, the ANN algorithm will be used to analyze sentiment for review. A product ANN algorithm used because it can provide high accuracy performance. This research resulted in a reasonably high accuracy performance is 88.2%.http://ijiis.org/index.php/IJIIS/article/view/15sentiment analysisann algorithmproduct review
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Tri Astuti Irnawati Pratika
spellingShingle	Tri Astuti Irnawati Pratika Product Review Sentiment Analysis by Artificial Neural Network Algorithm IJIIS: International Journal of Informatics and Information Systems sentiment analysis ann algorithm product review
author_facet	Tri Astuti Irnawati Pratika
author_sort	Tri Astuti
title	Product Review Sentiment Analysis by Artificial Neural Network Algorithm
title_short	Product Review Sentiment Analysis by Artificial Neural Network Algorithm
title_full	Product Review Sentiment Analysis by Artificial Neural Network Algorithm
title_fullStr	Product Review Sentiment Analysis by Artificial Neural Network Algorithm
title_full_unstemmed	Product Review Sentiment Analysis by Artificial Neural Network Algorithm
title_sort	product review sentiment analysis by artificial neural network algorithm
publisher	Bright Publisher
series	IJIIS: International Journal of Informatics and Information Systems
issn	2579-7069
publishDate	2019-09-01
description	Buying and selling and marketing goods and services are now done online. The online store provides facilities that enable its customers to provide review related products offered. The number of reviews received by the store, online sometimes does not allow the store online to analyze one by one. Thus, it takes the help of machines to assist in the analysis of such sentiments. Analysis of the sentiments of the review the product is done to help the shop get a general overview related to the level of consumer satisfaction. In this study, the ANN algorithm will be used to analyze sentiment for review. A product ANN algorithm used because it can provide high accuracy performance. This research resulted in a reasonably high accuracy performance is 88.2%.
topic	sentiment analysis ann algorithm product review
url	http://ijiis.org/index.php/IJIIS/article/view/15
work_keys_str_mv	AT triastuti productreviewsentimentanalysisbyartificialneuralnetworkalgorithm AT irnawatipratika productreviewsentimentanalysisbyartificialneuralnetworkalgorithm
_version_	1721321359630401536

Product Review Sentiment Analysis by Artificial Neural Network Algorithm

Similar Items