Research on Rule-Based Reasoning Methods Oriented on Information Resource Ontology

被引:0
|
作者
Liu, Gang [1 ]
Feng, Lifu [1 ]
Liu, Ying [1 ]
Wang, Zheng [2 ]
机构
[1] Harbin Engn Univ, Coll Comp Sci & Technol, Harbin, Peoples R China
[2] Univ Sydney, Software Engn, Sydney, NSW 2006, Australia
基金
中国国家自然科学基金;
关键词
information resource retrieval; ontology; rule-based reasoning;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies semantic retrieval method based on rule-based reasoning under support of ontology. In the support of ontology knowledge base, this system faces ontology structure-based metadata, according to related concepts and reasoning rules, looks for implication relationship and digs out implicit information. We extract reasoning rules from semantic relationship of audit information, and present Smallest Connected Subgraph Generation Algorithm, Connected Componets Generation Algorithm and Connected Componets Matching Rules Algorithm; these three algorithms are in solving problems in the process of reasoning, implement the reasoning function. Through case analysis, we verify the application probability of these algorithms in audit information resource retrieval.
引用
收藏
页码:99 / +
页数:2
相关论文
共 50 条
  • [1] Ontology and Rule-Based Reasoning for Intelligent Predictive Manufacturing
    Zhong, Zhe
    Saeidlou, Salman
    Saadat, Mozafar
    Abukar, Ahmed
    [J]. ADVANCES IN MANUFACTURING TECHNOLOGY XXXII, 2018, 8 : 355 - 360
  • [2] Emotiono: An Ontology with Rule-Based Reasoning for Emotion Recognition
    Zhang, Xiaowei
    Hu, Bin
    Moore, Philip
    Chen, Jing
    Zhou, Lin
    [J]. NEURAL INFORMATION PROCESSING, PT II, 2011, 7063 : 89 - +
  • [3] Semantic Ontology Mapping for Interoperability of Learning Resource Systems using a rule-based reasoning approach
    Arch-int, Ngamnij
    Arch-int, Somjit
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (18) : 7428 - 7443
  • [4] Hotel room personalization via ontology and rule-based reasoning
    Ojino, Ronald
    Mich, Luisa
    Mvungi, Nerey
    [J]. INTERNATIONAL JOURNAL OF WEB INFORMATION SYSTEMS, 2022, 18 (5/6) : 369 - 387
  • [5] Coupling Ontology with Rule-Based Theorem Proving for Knowledge Representation and Reasoning
    Zhong, Xiuqin
    Fu, Hongguang
    Jiang, Yan
    [J]. DATABASE THEORY AND APPLICATION, BIO-SCIENCE AND BIO-TECHNOLOGY, 2010, 118 : 110 - 119
  • [6] Rule-based OWL Ontology Reasoning Using Dynamic ABOX Entailments
    Meditskos, Georgios
    Bassiliades, Nick
    [J]. ECAI 2008, PROCEEDINGS, 2008, 178 : 731 - +
  • [7] Research on Case-based Reasoning combined with Rule-based Reasoning for emergency
    Da Shimin
    Shen Huizhang
    Liu Hong
    [J]. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, 2007, : 510 - +
  • [8] Rule-based reasoning via abstraction - Research summary
    Haley, David C.
    [J]. ABSTRACTION, REFORMULATION, AND APPROXIMATION, PROCEEDINGS, 2007, 4612 : 399 - 399
  • [9] Detection of semantic conflicts in ontology and rule-based information systems
    Alcaraz Calero, Jose M.
    Marin Perez, Juan M.
    Bernal Bernabe, Jorge
    Garcia Clemente, Felix J.
    Martinez Perez, Gregorio
    Gomez Skarmeta, Antonio F.
    [J]. DATA & KNOWLEDGE ENGINEERING, 2010, 69 (11) : 1117 - 1137
  • [10] A proposal on reasoning methods in fuzzy rule-based classification systems
    Cordón, O
    del Jesus, MJ
    Herrera, F
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1999, 20 (01) : 21 - 45