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...

Celý popis

Podrobná bibliografia

Vydané v:	Future generation computer systems Ročník 114; s. 448 - 480
Hlavní autori:	Tubishat, Mohammad, Idris, Norisma, Abushariah, Mohammad
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.01.2021
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!