Self-organising hierarchical retrieval in a case-agent system

被引:0
|
作者
Watson, Ian [1 ]
Trotzky, Jens [1 ]
机构
[1] Univ Auckland, Dept Comp Sci, Auckland 1, New Zealand
关键词
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 describes the implementation of a distributed case-agent system where a case-base is comprised of a set of agents, where each computational agent is a case, rather than the standard case-base reasoning model where a single computational agent accesses a single case-base. This paper demonstrates a set of features that can be modelled in a case-agent system focusing on distributed self-organising hierarchical retrieval. The performance of the system is evaluated and compared to that of a well recognised hierarchical retrieval method (i.e., footprint-based retrieval). The emergent properties of the case-agent architecture are discussed.
引用
收藏
页码:62 / 75
页数:14
相关论文
共 50 条
  • [1] Multi-agent system for hierarchical control with self-organising database
    Choinski, Dariusz
    Nocon, Witold
    Metzger, Mieczyslaw
    [J]. AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PROCEEDINGS, 2007, 4496 : 655 - +
  • [2] A self-organising agent assistant system
    Hu, Jun
    Gao, Ji
    [J]. COMPUTATIONAL INTELLIGENCE, PT 2, PROCEEDINGS, 2006, 4114 : 421 - 430
  • [3] The Self-Organising Hierarchical Variance Map
    Kyan, Matthew J.
    Guan, Ling
    [J]. 2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 3767 - +
  • [4] A self-organising multi-agent system for decentralised forensic investigations
    Kendrick, Phillip
    Criado, Natalia
    Hussain, Abir
    Randles, Martin
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 102 : 12 - 26
  • [5] A study of the use of self-organising maps in information retrieval
    Saarikoski, Jyri
    Laurikkala, Jorma
    Jarvelin, Kalervo
    Juhola, Martti
    [J]. JOURNAL OF DOCUMENTATION, 2009, 65 (02) : 304 - 322
  • [6] Growing Hierarchical Self-Organising Representation Map (GHSORM)
    Coulson, Matthew
    Ferles, Christos
    Winberg, Simon
    Naidoo, Kevin J.
    [J]. INFORMATION SCIENCES, 2023, 642
  • [7] A hierarchical self-organising map model for sequence recognition
    Carpinteiro, OAS
    [J]. PATTERN ANALYSIS AND APPLICATIONS, 2000, 3 (03) : 279 - 287
  • [8] Hierarchical fuzzy clustering based on self-organising networks
    Linkens, DA
    Chen, MY
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, : 1406 - 1410
  • [9] A Self-Organising Multi-Agent Knowledge Base
    Jakob, Stefan
    Jahl, Alexander
    Baraki, Harun
    Geihs, Kurt
    [J]. 2020 IEEE 13TH INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS 2020), 2020, : 327 - 329
  • [10] A self-organising, self-adaptable cellular system
    Epiney, L
    Nowostawski, M
    [J]. ADVANCES IN ARTIFICAL LIFE, PROCEEDINGS, 2005, 3630 : 128 - 137