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Keyword: Opinion Mining
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Open AccessArticle
7 Pages, 200 KB Download PDF

Traditional and Deep Learning Approaches for Sentiment Analysis: A Survey

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 5, Page # 01–07, 2021; DOI: 10.25046/aj060501
Abstract:

Presently, individuals generate tremendous volumes of information on the internet. As a result, sentiment analysis is a critical tool for automating a deep understanding of user-generated information. Of late, deep learning algorithms have shown endless promises for a variety of sentiment analysis. The purpose of sentiment analysis is to categorize different descriptions as good, bad,…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 773 KB Download PDF

Domain Independent Feature Extraction using Rule Based Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 1, Page # 218–224, 2018; DOI: 10.25046/aj030126
Abstract:

Sentiment analysis is one of the most popular information extraction tasks both from business and research prospective. From the standpoint of research, sentiment analysis relies on the methods developed for natural language processing and information extraction. One of the key aspects of it is the opinion word lexicon. Product’s feature from online reviews is an…

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(This article belongs to the SP4 (Special issue on Advancement in Engineering Technology 2017-18) & Section Interdisciplinary Applications of Computer Science (CSI))

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