An ontology based knowledge clustering method in knowledge space

被引:0
|
作者
Gou, Jin [1 ]
Wu, Yangyang [1 ]
Luo, Wei [1 ]
机构
[1] Huaqiao Univ, Coll Informat Sci & Engn, Quanzhou 362021, Peoples R China
关键词
knowledge engineering; knowledge space; knowledge cluster;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A method to cluster elements of a knowledge space is presented in this paper. Knowledge elements are represented as object nodes with a well-defined hierarchical logical model using ontology technology. Some set of such nodes can be clustered to be a new node according to rules based on semantic relationships. Such clustering process can improve the structure of the whole knowledge space and decrease the amount of knowledge objects in an actual knowledge based system. The analysis of a case study shows the feasibility and efficiency of design rationale.
引用
收藏
页码:405 / +
页数:2
相关论文
共 50 条
  • [1] A Design Knowledge Representation and Reuse Method Based on Ontology and Knowledge Component
    Yan, Yan
    Yang, Jian-xiong
    Hao, Jia
    Wang, Guo-xin
    [J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 459 - 463
  • [2] An ontology based geographic knowledge representation method
    Zhang, Dehai
    Cai, Li
    He, Jing
    [J]. 2005 International Symposium on Computer Science and Technology, Proceedings, 2005, : 217 - 225
  • [3] Ontology based Spatial Clustering Framework for Implicit Knowledge Discovery
    Bhattacharjee, Shrutilipi
    Dwivedi, Akash
    Prasad, Rendhir R.
    Ghosh, Soumya K.
    [J]. 2012 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2012, : 561 - 566
  • [4] Clustering in knowledge embedded space
    Zhang, YG
    Zhang, CS
    Wang, S
    [J]. MACHINE LEARNING: ECML 2003, 2003, 2837 : 480 - 491
  • [5] On the Use of Ontology as a priori Knowledge into Constrained Clustering
    Chahdi, Hatim
    Grozavu, Nistor
    Mougenot, Isabelle
    Berti-Equille, Laure
    Bennani, Younes
    [J]. PROCEEDINGS OF 3RD IEEE/ACM INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS, (DSAA 2016), 2016, : 632 - 641
  • [6] A fuzzy clustering method based on domain knowledge
    Lu, Junli
    Wang, Lizhen
    Li, Yaobo
    [J]. SNPD 2007: EIGHTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING, AND PARALLEL/DISTRIBUTED COMPUTING, VOL 3, PROCEEDINGS, 2007, : 297 - +
  • [7] Fragmented Knowledge Clustering method based on SOM
    Liang, Kun
    Zhai, Junwu
    Ren, Yimeng
    Zhang, Yiying
    Wang, Yuan
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023, 14 (01) : 188 - 195
  • [8] Fragmented Knowledge Clustering method based on SOM
    Kun Liang
    Junwu Zhai
    Yimeng Ren
    Yiying Zhang
    Yuan Wang
    [J]. International Journal of System Assurance Engineering and Management, 2023, 14 : 188 - 195
  • [9] Retrieval and clustering for multiple disciplines design knowledge based on ontology and semantic
    Zhang, Guohai
    Li, Yusheng
    [J]. MECHATRONICS AND APPLIED MECHANICS II, PTS 1 AND 2, 2013, 300-301 : 155 - +
  • [10] Knowledge Representation Method of Product Design Based on Ontology
    Sun, J.
    Guo, W.
    Wang, L.
    Zhang, D. M.
    [J]. ADVANCES IN MATERIALS MANUFACTURING SCIENCE AND TECHNOLOGY XIV, 2012, 697-698 : 774 - +