Topic evolution analysis based on improved online LDA model

被引:8
|
作者
He, Jianyun [1 ]
Chen, Xingshu [1 ]
Du, Min [1 ]
Jiang, Hao [1 ]
机构
[1] College of Computer, Sichuan University, Chengdu,610065, China
关键词
D O I
10.11817/j.issn.1672-7207.2015.02.024
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:547 / 553
相关论文
共 50 条
  • [1] Bi-path evolution model for online topic model based on LDA
    Cao, Jian-Ping (caojianping@nudt.edu.cn), 1600, Science Press (40):
  • [2] Topic analysis based on LDA model
    College of Computer Science and Engineering, Changchun University of Technology, Changchun 130012, China
    不详
    不详
    Zidonghua Xuebao Acta Auto. Sin., 2009, 12 (1586-1592):
  • [3] Topic evolution based on LDA and topic association
    Chu, Ke-Ming
    Li, Fang
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2010, 44 (11): : 1496 - 1500
  • [4] Double LDA: A Sentiment Analysis Model Based On Topic Model
    Chen, Xue
    Tang, Wenqing
    Xu, Hao
    Hu, Xiaofeng
    2014 10TH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRIDS (SKG), 2014, : 49 - 56
  • [5] An Improved Collaborative Filtering Algorithm Based on Bhattacharyya Coefficient and LDA Topic Model
    Zhang, Chunxia
    Yang, Ming
    ARTIFICIAL INTELLIGENCE (ICAI 2018), 2018, 888 : 222 - 232
  • [6] An Improved AD-LDA Topic Model Based on Weighted Gibbs Sampling
    Guo, Hongchen
    Liang, Qiliang
    Li, Zhiqiang
    PROCEEDINGS OF 2016 IEEE ADVANCED INFORMATION MANAGEMENT, COMMUNICATES, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IMCEC 2016), 2016, : 1978 - 1982
  • [7] A LDA Based Model for Topic Evolution: Evidence from Information Science Journals
    Zhu, Maoran
    Zhang, Xiaopeng
    Wang, Hongwei
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND OPTIMIZATION TECHNOLOGIES AND APPLICATIONS (MSOTA2016), 2016, 58 : 49 - 54
  • [8] Topic Evolution Analysis Based on Cluster Topic Model
    Xi, Yaoyi
    Chen, Gang
    Li, Bicheng
    Tang, Yongwang
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (01) : 66 - 75
  • [9] Microblog topic evolution computing based on LDA algorithm
    Feng Jian
    Wang Yajiao
    Ding Yuanyuan
    OPEN PHYSICS, 2018, 16 (01): : 509 - 516
  • [10] Research on Hot Topic Recognition and Its Evolution Analysis Method Based on LDA
    Liu X.
    Jiang L.
    Zhang T.
    Huang T.
    Journal of The Institution of Engineers (India): Series B, 2022, 103 (4) : 1383 - 1394