Explicit aspects extraction in sentiment analysis using optimal rules combination

Aspect extraction represents a core task of aspect-based sentiment analysis. This study presents a supervised aspect extraction algorithm for explicit aspect extraction from formal and informal texts. To accomplish the new algorithm, 126 aspect extraction rules are combined to cover both formal and...

Full description

Bibliographic Details

Published in:	Future generation computer systems Vol. 114; pp. 448 - 480
Main Authors:	Tubishat, Mohammad, Idris, Norisma, Abushariah, Mohammad
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2021
Subjects:	Dependency-based rules Explicit aspect extraction Improved whale optimization algorithm Pattern-based rules Sentiment analysis Improved whale optimization algorithm Sentiment analysis Pattern-based rules Dependency-based rules Explicit aspect extraction
ISSN:	0167-739X, 1872-7115
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!