The Similarity of Text Based on Hierarchical Network of Concept

被引:0
|
作者
Xu Xiaoqing [1 ]
Wang Jingzhong [2 ]
机构
[1] Beijing Elect & Technol Inst, Dept Comp, Beijing 100070, Peoples R China
[2] North China Univ Technol, Dept Comp, Beijing, Peoples R China
关键词
text similarity; context framework model; domain; situation; background; semantic frame of text;
D O I
10.1109/GCIS.2009.21
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A model of semantic-based text formalization, Context Framework Model, is presented in this paper Based on the similarity of Context Framework, the filtering task can be transferred to the similarity computing among semantic terms. The algorithm, dealing with the domain of the text and the semantic role of the object, computes the synonymy, polysemy and the combination among concepts, and focus on the confusion of commendatory and derogatory
引用
收藏
页码:304 / +
页数:3
相关论文
共 50 条
  • [41] Unsupervised Concept Representation Learning for Length-Varying Text Similarity
    Zhang, Xuchao
    Zong, Bo
    Cheng, Wei
    Ni, Jingchao
    Liu, Yanchi
    Chen, Haifeng
    2021 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES (NAACL-HLT 2021), 2021, : 5611 - 5620
  • [42] TCHFN: Multimodal sentiment analysis based on Text-Centric Hierarchical Fusion Network
    Hou, Jingming
    Omar, Nazlia
    Tiun, Sabrina
    Saad, Saidah
    He, Qian
    KNOWLEDGE-BASED SYSTEMS, 2024, 300
  • [43] CONCEPT SIMILARITY COMPUTATION BASED ON ONTOLOGY
    Zheng, Cheng
    Hu, Zhe
    Shen, Ya-Ping
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 165 - +
  • [44] A classification algorithm based on concept similarity
    Domingos-Silva, Joao Paulo
    Vieira, Newton Jose
    RESEARCH AND DEVELOPMENT IN INTELLIGENT SYSTEMS XXIV, 2008, : 281 - 291
  • [45] A neural network model for hierarchical multilingual text categorization
    Chau, RN
    Yeh, CS
    Smith, KA
    ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 2, PROCEEDINGS, 2005, 3497 : 238 - 245
  • [46] Semantic text similarity using corpus-based word similarity and string similarity
    University of Ottawa
    不详
    ACM Transactions on Knowledge Discovery from Data, 2008, 2 (02)
  • [47] Traditional Chinese Medicine Text Similarity Calculation Model Based on the Bidirectional Temporal Siamese Network
    Luo, Jigen
    Xiong, Wangping
    Du, Jianqiang
    Liu, Yingfeng
    Li, Jianwen
    Hu, Dingxing
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2021, 2021
  • [48] Topology Similarity Analysis Method for Distribution Network Based on Hierarchical Clustering of Macroscopic and Microscopic Features
    Lin J.
    Zhang Y.
    Zhu J.
    Zhao T.
    Su Y.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2019, 43 (13): : 80 - 88
  • [49] Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation
    Xu, Haoyan
    Duan, Ziheng
    Wang, Yueyang
    Feng, Jie
    Chen, Runjian
    Zhang, Qianru
    Xu, Zhongbin
    NEUROCOMPUTING, 2021, 439 : 348 - 362
  • [50] Text similarity computing based on standard deviation
    Liu, T
    Guo, J
    ADVANCES IN INTELLIGENT COMPUTING, PT 1, PROCEEDINGS, 2005, 3644 : 456 - 464