Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features
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2017
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oai:112.137.131.14:VNU_123-603092017-11-15T20:05:34Z Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features Duong, Duc Tran Pham, Son Bao Tan, Hanh Author profiling machine learning content-based features p. 1-10 In this paper, we investigate the author profiling task for Vietnamese forum posts to predict demographic attributes, such as gender, age, occupation, and location of the author. Although we conducted the experiments on different types of features, including style-based and content-based features, we focus more on analysis the effects of content-based features. We used machine learning approaches to perform classification tasks on datasets we collected from popular forums in Vietnamese. The results show that these kinds of features work well on such a kind of short and free style messages as forum posts, in which, content-based features achieved much better results than style-based features. 2017-11-15T03:29:22Z 2017-11-15T03:29:26Z 2017-11-15T03:29:22Z 2017-11-15T03:29:26Z 2017 Article 2588-1086 http://repository.vnu.edu.vn/handle/VNU_123/60309 en Vol 33;No 1 application/pdf H. : ĐHQGHN |
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Vietnam National University, Hanoi |
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VNU Library & Information Center |
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Vietnam |
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VNU Digital Repository |
| language |
English |
| topic |
Author profiling machine learning content-based features |
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Author profiling machine learning content-based features Duong, Duc Tran Pham, Son Bao Tan, Hanh Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| description |
p. 1-10 |
| format |
Article |
| author |
Duong, Duc Tran Pham, Son Bao Tan, Hanh |
| author_facet |
Duong, Duc Tran Pham, Son Bao Tan, Hanh |
| author_sort |
Duong, Duc Tran |
| title |
Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| title_short |
Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| title_full |
Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| title_fullStr |
Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| title_full_unstemmed |
Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features |
| title_sort |
author profiling of vietnamese forum posts - an investigation on content-based features |
| publisher |
H. : ĐHQGHN |
| publishDate |
2017 |
| url |
http://repository.vnu.edu.vn/handle/VNU_123/60309 |
| _version_ |
1680967482440941568 |