• DocumentCode
    1681293
  • Title

    Retention and forgetting of the memory in the hierarchical knowledge system

  • Author

    Shim, Jeong-Yon ; Hwang, Chong-Sun

  • Author_Institution
    Dept. of Comput. Software, YongIn SongDam Coll., South Korea
  • Volume
    3
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    2849
  • Lastpage
    2853
  • Abstract
    For the purpose of building the more adaptable intelligent knowledge system to the dynamic environment,it is necessary to construct the knowledge structure with the strategy for the efficient memory management first of all. The efficient memory management can make the retention of memory and knowledge retrieval easier. Specially the concept of forgetting solves the problem of knowledge retrieval from the complex and large database in memory. Accordingly in this paper we adopt the theory relating short-term memory, long-term memory and forgetting and propose the intelligent knowledge system with the hierarchical associative memory managed by storage management strategy. It has the function of adaptive learning, selective processing, perception, inference and data extraction. This model is applied to the medical area and tested with symptom data
  • Keywords
    content-addressable storage; database management systems; information retrieval; knowledge based systems; storage management; adaptable intelligent knowledge system; adaptive learning; data extraction; efficient memory management; forgetting; hierarchical associative memory; hierarchical knowledge system; inference; knowledge retrieval; long-term memory; memory retention; perception; selective processing; short-term memory; storage management strategy; Associative memory; Buildings; Databases; Environmental management; Information retrieval; Intelligent structures; Intelligent systems; Knowledge based systems; Knowledge management; Memory management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7278-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2002.1007600
  • Filename
    1007600