Lexicon-based emotion classification on movie reviews.
91 p.
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Theses and Dissertations |
| Published: |
2011
|
| Subjects: | |
| Online Access: | http://hdl.handle.net/10356/47534 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Nanyang Technological University |
| id |
sg-ntu-dr.10356-47534 |
|---|---|
| record_format |
dspace |
| spelling |
sg-ntu-dr.10356-475342019-12-10T11:48:20Z Lexicon-based emotion classification on movie reviews. Winn, Mon Saw. Jin Cheon Na Wee Kim Wee School of Communication and Information DRNTU::Library and information science::Libraries::Cataloguing and classification 91 p. In this study, an emotion tagging program was developed for movie reviews. The emotion tagging program can be used to enable a movie buff or any user to browse for movies using emotion words. To develop an emotion tagging program, emotion lexicons for emotion classification are needed. Emotion classification focuses on the strength and intensity of emotions. An efficient way to recognize emotion expressions is to identify obvious emotion words in texts. The emotion lexicons in this study were collected from three public online resources: WordNet-Affect, General Inquirer and Roget's Thesaurus. These emotion words were classified according to two perspectives: emotional and semantic. From the emotion perspective, the words were classified into Ekman's six basic emotion categories. These emotion categories were further divided into seven other categories according to the semantic concepts of the words, using the ideas of two researchers, Johnson-Laird and Oatley. Master of Science (Information Studies) 2011-12-27T08:36:16Z 2011-12-27T08:36:16Z 2010 2010 Thesis http://hdl.handle.net/10356/47534 Nanyang Technological University application/pdf |
| institution |
Nanyang Technological University |
| building |
NTU Library |
| country |
Singapore |
| collection |
DR-NTU |
| topic |
DRNTU::Library and information science::Libraries::Cataloguing and classification |
| spellingShingle |
DRNTU::Library and information science::Libraries::Cataloguing and classification Winn, Mon Saw. Lexicon-based emotion classification on movie reviews. |
| description |
91 p. |
| author2 |
Jin Cheon Na |
| author_facet |
Jin Cheon Na Winn, Mon Saw. |
| format |
Theses and Dissertations |
| author |
Winn, Mon Saw. |
| author_sort |
Winn, Mon Saw. |
| title |
Lexicon-based emotion classification on movie reviews. |
| title_short |
Lexicon-based emotion classification on movie reviews. |
| title_full |
Lexicon-based emotion classification on movie reviews. |
| title_fullStr |
Lexicon-based emotion classification on movie reviews. |
| title_full_unstemmed |
Lexicon-based emotion classification on movie reviews. |
| title_sort |
lexicon-based emotion classification on movie reviews. |
| publishDate |
2011 |
| url |
http://hdl.handle.net/10356/47534 |
| _version_ |
1681043860748238848 |