Please use this identifier to cite or link to this item: http://repository.vnu.edu.vn/handle/VNU_123/60309
Title: Author Profiling of Vietnamese Forum Posts - An Investigation on Content-based Features
Authors: Duong, Duc Tran
Pham, Son Bao
Tan, Hanh
Keywords: Author profiling;machine learning;content-based features
Issue Date: 2017
Publisher: H. : ĐHQGHN
Series/Report no.: Vol 33;No 1
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.
Description: p. 1-10
URI: http://repository.vnu.edu.vn/handle/VNU_123/60309
ISSN: 2588-1086
Appears in Collections:Computer Science and Communication Engineering
Computer Science and Communication Engineering

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