Learning engineering: The key to automatic knowledge acquisition

被引:1
|
作者
Arciszewski, T [1 ]
机构
[1] GEORGE MASON UNIV,SCH INFORMAT TECHNOL & ENGN,DEPT SYST ENGN,FAIRFAX,VA 22030
来源
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING | 1996年 / 10卷 / 02期
关键词
Learning Engineering; knowledge acquisition; learning system; automated knowledge acquisition methodology;
D O I
10.1017/S0890060400001360
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Learning engineering is a new subarea of knowledge engineering dealing with the methodological aspects of using learning systems in knowledge acquisition. In this paper, the justification for the development of Learning Engineering is provided, and its major subdomains and research directions are briefly discussed.
引用
收藏
页码:127 / 129
页数:3
相关论文
共 50 条
  • [1] A new algorithm for automatic knowledge acquisition in inductive learning
    Akgobek, Omer
    Aydin, Yavuz Selim
    Oztemel, Ercan
    Aksoy, Mehmet Sabih
    KNOWLEDGE-BASED SYSTEMS, 2006, 19 (06) : 388 - 395
  • [2] Machine learning for automatic acquisition of Chinese linguistic ontology knowledge
    Zheng, DQ
    Zha, TJ
    Yu, F
    Li, S
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 3728 - 3733
  • [3] AUTOMATIC KNOWLEDGE ACQUISITION FROM MEDLINE
    CIMINO, JJ
    BARNETT, GO
    METHODS OF INFORMATION IN MEDICINE, 1993, 32 (02) : 120 - 130
  • [4] An efficient algorithm for automatic knowledge acquisition
    Pham, DT
    Dimov, SS
    PATTERN RECOGNITION, 1997, 30 (07) : 1137 - 1143
  • [5] Knowledge acquisition and knowledge based control in bioprocess engineering
    Guthke, R
    Schmidt-Heck, W
    Pfaff, M
    JOURNAL OF BIOTECHNOLOGY, 1998, 65 (01) : 37 - 46
  • [6] Expert knowledge acquisition and the unwilling expert: a knowledge engineering perspective
    Lightfoot, JM
    EXPERT SYSTEMS, 1999, 16 (03) : 141 - 147
  • [7] Automatic Chatbot Knowledge Acquisition from Online Forum via Rough Set and Ensemble Learning
    Wu, Yu
    Wang, Gongxiao
    Li, Weisheng
    Li, Zhijun
    2008 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING, PROCEEDINGS, 2008, : 242 - +
  • [8] Knowledge acquisition: Neural network learning
    Wang, GY
    Fisher, PS
    DATA MINING AND KNOWLEDGE DISCOVERY: THEORY, TOOLS, AND TECHNOLOGY II, 2000, 4057 : 117 - 128
  • [9] Knowledge acquisition via ensemble learning
    Zhou, Zhi-Hua
    2008 INTERNATIONAL FORUM ON KNOWLEDGE TECHNOLOGY, 2008, : 361 - 362
  • [10] GAUSSIAN PROCESS BASED APPROACH FOR AUTOMATIC KNOWLEDGE ACQUISITION
    Breitsprecher, T.
    Kestel, P.
    Dingfelder, C.
    Wartzack, S.
    DS 77: PROCEEDINGS OF THE DESIGN 2014 13TH INTERNATIONAL DESIGN CONFERENCE, VOLS 1-3, 2014, : 1733 - 1740