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 |
Name | Order | Citations | PageRank |
---|---|---|---|
Lukasz Augustyniak | 1 | 14 | 4.08 |
Tomasz Kajdanowicz | 2 | 251 | 34.89 |
Przemyslaw Kazienko | 3 | 640 | 63.34 |
Marcin Kulisiewicz | 4 | 9 | 1.58 |
Wlodzimierz Tuliglowicz | 5 | 19 | 1.78 |