Title
An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification
Abstract
The paper examines two approaches to sentiment analysis: lexicon-based vs. supervised learning in the domain of movie reviews. In evaluation, the methods were compared using a standard movie review test collection. The results show that lexicon-based approach is easily outperformed by classification approach.
Year
DOI
Venue
2014
10.1007/978-3-319-07617-1_15
HAIS
Keywords
Field
DocType
opinion mining,sentiment analysis,sentiment lexicon
Pattern recognition,Computer science,Sentiment analysis,Supervised learning,Lexicon,Natural language processing,Artificial intelligence
Conference
Volume
ISSN
Citations 
8480
0302-9743
8
PageRank 
References 
Authors
0.54
23
5