Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features

Duong, Duc Tran and Pham, Son Bao and Tan, Hanh (2017) Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features. VNU Journal of Science: Computer Science and Communication Engineering, 33 (1). ISSN 2588-1086

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Abstract

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.

Item Type:	Article
Subjects:	Information Technology (IT)
Divisions:	Faculty of Information Technology (FIT)
Depositing User:	Phạm Bảo Sơn
Date Deposited:	11 Dec 2017 17:19
Last Modified:	11 Dec 2017 17:19
URI:	http://eprints.uet.vnu.edu.vn/eprints/id/eprint/2762

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