A method for automated generation of inference rules

被引:0
|
作者
Gorshkov, Sergey [1 ]
机构
[1] TriniData LLC, Ekaterinburg, Russia
关键词
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
The safety-related decision making support systems requires provability of each proposed decision, which makes OWL-based inference rules a good choice as an inference technology. However, the manual composition of a large amount of inference rules is a complex and resource intensive task. This article offers a method for automation of inference rules construction, based on analysis of the decisions made by the experts in particular situations. The method allows reproducing the logic that lays behind the expert's decisions. The tic-tac-toe game strategy analysis is used to evaluate the method.
引用
收藏
页码:512 / 517
页数:6
相关论文
共 50 条
  • [31] Method of Automated Generation of Autotuners for Parallel Programs
    Ivanenko P.A.
    Doroshenko A.Y.
    Cybernetics and Systems Analysis, 2014, 50 (3) : 465 - 475
  • [32] Automated Power Model Generation Method for Smartphones
    Lee, Jemin
    Joe, Hyunwoo
    Kim, Hyungshin
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2014, 60 (02) : 190 - 197
  • [33] A method for generation and design of business processes with business rules
    Kluza, Krzysztof
    Nalepa, Grzegorz J.
    INFORMATION AND SOFTWARE TECHNOLOGY, 2017, 91 : 123 - 141
  • [34] Fuzzy rules generation method for pattern recognition problems
    Kropotov, Dmitry
    Vetrov, Dmitry
    APPLICATIONS OF FUZZY SETS THEORY, 2007, 4578 : 203 - +
  • [35] Rate Constant Rules for the Automated Generation of Gas-Phase Reaction Mechanisms
    Carstensen, Hans-Heinrich
    Dean, Anthony M.
    JOURNAL OF PHYSICAL CHEMISTRY A, 2009, 113 (02): : 367 - 380
  • [36] Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness
    Shalaginov, Andrii
    Franke, Katrin
    APPLIED SOFT COMPUTING, 2017, 52 : 359 - 375
  • [37] Automated Generation of Coding Rules: Text-Mining Approach to ISO 26000
    Nakatoh, Tetsuya
    Uchida, Satoru
    Ishita, Emi
    Oga, Toru
    PROCEEDINGS 2016 5TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS IIAI-AAI 2016, 2016, : 154 - 158
  • [38] Extraction of ABNF Rules from RFCs to Enable Automated Test Data Generation
    Gruber, Markus
    Wieser, Phillip
    Nachtnebel, Stefan
    Schanes, Christian
    Grechenig, Thomas
    SECURITY AND PRIVACY PROTECTION IN INFORMATION PROCESSING SYSTEMS, 2013, 405 : 111 - 124
  • [39] On Liu's Inference Rules for Fuzzy Inference Systems
    Gao, Xin
    Ralescu, Dan A.
    Gao, Yuan
    INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: THEORY AND METHODS, PT 1, 2010, 80 : 571 - +
  • [40] Update by means of inference rules
    Department of Computer Science, University of California, Riverside, CA 92521, United States
    不详
    J Logic Program, 2 (XI-143):