Research on Building Chinese Micro-Blog Semantic Lexicon

被引：0
|
作者：
Wen, Bin [1 ]
Fan, Ping [1 ]
Dai, Wenhua [1 ]
Ding, Ling [1 ]
机构：
[1] Hubei Univ Sci & Technol, Dept Comp Sci, Xianning, Peoples R China
来源：
PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC) | 2013年
关键词：
Micro-Blog; semantic lexicon; emoticon; nature language process; HowNet;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Micro-blog is one of the most popular network platform for expressing opinions and suggestions by users. Therefore, micro-blog sentimental orientation is particularly important for information retrieval, information security and automatic abstracting. In this paper, we introduce method for building micro-blog semantic lexicon. Massive data of micro-blog have been downloaded and words were extracted by frequency of use, then the improved words sentimental algorithm has been used to calculate semantic value, in addition, emoticons and network new words are essential for semantic lexicon, we selected these element and classified into positive and negative manually. Finally, we use this lexicon to classify micro-blog, and the experimental results show that we can achieve a high improvement by this semantic lexicon.
引用
收藏
页码：1755 / 1758
页数：4
相关论文
共 50 条
  • [1] Opinion Mining Research on Chinese Micro-blog
    Wang, Changzhi
    Huang, Heyan
    Liu, Quanchao
    Tian, Xiaochuan
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND ELECTRONIC TECHNOLOGY, 2015, 3 : 115 - 120
  • [2] Research on Chinese Medicine Enterprises Official Micro-blog
    Zhang Dan
    [J]. PROCEEDINGS OF THE 23RD INTERNATIONAL BUSINESS ANNUAL CONFERENCE (2016), BKS ONE AND TWO, 2016, : 195 - 199
  • [3] A Semantic Recommender for Micro-Blog Users
    Faralli, Stefano
    Stilo, Giovanni
    Velardi, Paola
    [J]. 2015 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2015, 2015, : 55 - 62
  • [4] Chinese Micro-blog Sentiment Analysis based on Semantic Features and PAD Model
    Gao, Fei
    Sun, Xiao
    Wang, Kunxia
    Ren, Fuji
    [J]. 2016 IEEE/ACIS 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2016, : 1061 - 1065
  • [5] Sentiment Analysis of Chinese Micro-blog Using Semantic Sentiment Space Model
    Huang Sui
    You Jianping
    Zhang Hongxian
    Zhou Wei
    [J]. PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 1443 - 1447
  • [6] Emotion Mining Research on Micro-blog
    Shen, Yang
    Li, Shuchen
    Zheng, Ling
    Ren, Xiaodong
    Cheng, Xiaolong
    [J]. 2009 1ST IEEE SYMPOSIUM ON WEB SOCIETY, PROCEEDINGS, 2009, : 71 - +
  • [7] Building the summarization model of micro-blog topic
    Jun Cai
    Shunxiang Zhang
    Hongze Zhu
    Guangli Zhu
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 797 - 809
  • [8] Building the summarization model of micro-blog topic
    Cai, Jun
    Zhang, Shunxiang
    Zhu, Hongze
    Zhu, Guangli
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (01) : 797 - 809
  • [9] Research on Chinese Micro-blog Sentiment Analysis Based on Deep Learning
    Liu Yanmei
    Chen Yuda
    [J]. 2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2015, : 358 - 361
  • [10] Why Chinese Share or Comment Micro-blog?
    Shi, Liang
    Lu, Yao-bin
    He, Yi-hua
    [J]. 2ND INTERNATIONAL CONFERENCE ON ADVANCED EDUCATION TECHNOLOGY AND MANAGEMENT SCIENCE (AETMS 2014), 2015, : 295 - 302
12345