Current Status of Tibetan Sentiment Analysis and Cross-Language Analysis

被引:0
作者
Liang, Li [1 ]
Tian, Fang [2 ]
Sun, Benwang [1 ]
机构
[1] Qinghai Univ, Dept Comp Technol & Applicat, Xining, Qinghai, Peoples R China
[2] Qinghai Univ, Informat Technol Ctr, Xining, Qinghai, Peoples R China
来源
PROCEEDINGS OF THE 2018 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY (ICMMCT 2018) | 2018年 / 152卷
基金
美国国家科学基金会;
关键词
Sentiment analysis; Tibetan text; cross-language sentiment analysis; Tibetan sentiment dictionary;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Summarizes the status of Tibetan text sentiment analysis, and analyzes that its current problems are mainly the deficiency of basic tools for text processing and the lack of annotated sentimental corpus. This paper proposes to apply cross-language techniques to the construction of Tibetan sentiment dictionary and sentiment analysis. Based on the Chinese emotional dictionary and the Tibetan-Chinese dictionary, cross-language techniques are used to establish the mapping between Chinese and Tibetan. The Chinese sentimental resources were migrated to Tibetan and a Tibetan sentiment dictionary was constructed. Comparison of different sentiment classification methods proves the effectiveness of cross-language technology in Tibetan sentiment analysis.
引用
收藏
页码:324 / 329
页数:6
相关论文
共 22 条
  • [1] Bin Yuan, 2016, RES COMPUTER APPL, V33, P682
  • [2] Cao Hui, 2012, J NW U NATL NATURAL, V33, P50
  • [3] Chen Yuzhong, 2003, CHINESE J INFORM
  • [4] Du Xuefeng, 2015, ANAL TIBETAN SENTENC
  • [5] Gesang Duoji, 2015, ELECT TECHNOLOGY SOF, P80
  • [6] He Xiangzhen, 2015, J COMPUTER APPL, V32, P1989
  • [7] [江涛 Jiang Tao], 2017, [中文信息学报, Journal of Chinese Information Processing], V31, P163
  • [8] Li Bohan, 2018, COMPUTER ENG DESIGN, V39, P194
  • [9] Li Miaomiao, 2017, RES SENTIMENT ANAL M
  • [10] LU Ling, 2015, COMPUTER APPL SOFTWA, V32