On method and automatic construction theory of domain ontology based on depended text

被引：0
|
作者：
Liu Yao [1 ]
Sui Zhifang [1 ]
Chen Xuefei [2 ]
机构：
[1] Peking Univ, Inst Computat Linguist, Beijing 100871, Peoples R China
[2] Peking Univ, Dept Management Informat, Beijing 100871, Peoples R China
来源：
ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 2, PROCEEDINGS | 2006年
基金：
美国国家科学基金会;
关键词：
domain ontology; ontology dependent; text thesaurus construction;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Based on analysis of relationship between ontology and conventional information organization and problems existing in ontology construction study and on authors' experience of building ontology, the paper focuses on currently well accepted domain knowledge and domain experts' effective domain which are two indispensable terms to quickly and successfully construct a domain ontology. The paper also reconstructs and reuses existing accepted domain knowledge, establishes, a set of depended texts' ontology learning system, and finally realizes automatic construction of domain ontology concept description system through NLP theory and technology. This would further provide theory and technology support for domain ontology automatic construction.
引用
收藏
页码：63 / +
页数：2
相关论文
共 50 条
  • [41] Automatic Ontology Construction Based on Clustering Nucleus
    ZHAO Ling
    REN Han
    WAN Jing
    Wuhan University Journal of Natural Sciences, 2015, 20 (02) : 129 - 133
  • [42] Research on automatic acquisition method of chinese domain ontology backbone based on hownet
    Liu, J. (liujxxxy@126.com), 1600, Inderscience Enterprises Ltd., 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (07):
  • [43] Automatic Construction of a Depression-Domain Lexicon Based on Microblogs: Text Mining Study
    Li, Genghao
    Li, Bing
    Huang, Langlin
    Hou, Sibing
    JMIR MEDICAL INFORMATICS, 2020, 8 (06)
  • [44] An Upper-Ontology-Based Approach for Automatic Construction of IOT Ontology
    Xu, Yuan
    Zhang, Chunhong
    Ji, Yang
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2014,
  • [45] Research on Semi-Automatic Construction of Domain Ontology based on Machine Learning and Clustering Technique
    He, Lin
    Hou, Han-qing
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION WORKSHOP: IITA 2008 WORKSHOPS, PROCEEDINGS, 2008, : 345 - 348
  • [46] General Framework for Text Classification based on Domain Ontology
    Yang, Xi-quan
    Sun, Na
    Zhang, Ye
    Kong, De-ran
    THIRD INTERNATIONAL WORKSHOP ON SEMANTIC MEDIA ADAPTATION AND PERSONALIZATION, PROCEEDINGS, 2008, : 147 - 152
  • [47] Hierarchical Text Classification based on LDA and Domain Ontology
    An, Wei
    Liu, Qihua
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 1112 - +
  • [48] Biomedical text mining algorithm based on domain ontology
    Jiang, Xiaoling
    Zhang, Hui
    Xu, Jiaming
    Wu, Weicheng
    Mo, Xun
    INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2022, 27 (1-3) : 187 - 200
  • [49] A HYBRID METHOD FOR DOMAIN ONTOLOGY CONSTRUCTION FROM THE WEB
    Frikh, B.
    Djaanfar, A. S.
    Ouhbi, B.
    KEOD 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON KNOWLEDGE ENGINEERING AND ONTOLOGY DEVELOPMENT, 2011, : 285 - 292
  • [50] Text Mining for Ontology Construction
    Rehme, Silke
    Schwantner, Michael
    DATA ANALYSIS, MACHINE LEARNING AND KNOWLEDGE DISCOVERY, 2014, : 447 - 454
12345