The emergence of knowledge exchange: An agent-based model of a software market

被引:4
|
作者
Chli, Maria [1 ]
De Wilde, Philippe [2 ]
机构
[1] Aston Univ, Dept Comp Sci, Sch Engn & Appl Sci, Birmingham B4 7ET, W Midlands, England
[2] Heriot Watt Univ, Intelligent Syst Lab, Dept Comp Sci, Sch Math & Comp Sci, Edinburgh EH14 4AS, Midlothian, Scotland
关键词
adaptive behavior; agent-based modeling; business economics; cooperative systems; intelligent agents; multiagent systems;
D O I
10.1109/TSMCA.2008.2001079
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We investigate knowledge exchange among commercial organizations, the rationale behind it, and its effects on the market. Knowledge exchange is known to be beneficial for industry, but in order to explain it, authors have used high-level concepts like network effects, reputation, and trust. We attempt to formalize a plausible and elegant explanation of how and why companies adopt information exchange and why it benefits the market as a whole when this happens. This explanation is based on a multiagent model that simulates a market of software providers. Even though the model does not include any high-level concepts, information exchange naturally emerges during simulations as a successful profitable behavior. The conclusions reached by this agent-based analysis are twofold: 1) a straightforward set of assumptions is enough to give rise to exchange in a software market, and 2) knowledge exchange is shown to increase the efficiency of the market.
引用
下载
收藏
页码:1056 / 1067
页数:12
相关论文
共 50 条
  • [31] An Agent-based Market-Clearing Scheme for the Exchange of Demand Response
    Negnevitsky, M.
    Nguyen, T. D.
    de Groot, M.
    2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2011,
  • [32] Agent-based knowledge sharing mechanism for cooperative software process modeling
    Gu, JG
    Chen, XM
    Huang, Y
    Chen, HP
    IKE '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGINEERING, 2005, : 66 - 72
  • [33] Agent-Based Supernetworks Model of University Knowledge System
    Zhao, Ye-Qing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [34] Agent-based market analysis
    Sawhill, B
    2001 POWER ENGINEERING SOCIETY SUMMER MEETING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2001, : 564 - 565
  • [35] The Inquiry of Labor Market Dynamics in Knowledge Economies: An Agent-Based Approach
    Ng, Tsan Sheng
    Kang, Yong Chuen
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2013, 43 (02): : 416 - 427
  • [36] AN AGENT-BASED SIMULATION ON MARKET CONSIDERING KNOWLEDGE TRANSITION AND SOCIAL IMPACT
    Tieju Ma Mina Ryoke Yoshiteru NakamoriSchool of Knowledge Science Japan Advanced Institute of Science and Technology Asahidai Tatsunokuchi Ishikawa Japan
    JournalofSystemsScienceandComplexity, 2002, (03) : 251 - 260
  • [37] AN AGENT-BASED SIMULATION ON MARKET CONSIDERING KNOWLEDGE TRANSITION AND SOCIAL IMPACT
    Tieju Ma Mina Ryoke Yoshiteru Nakamori(School of Knowledge Science
    Journal of Systems Science & Complexity, 2002, (03) : 251 - 260
  • [38] An Agent-based Negotiation Approach for Knowledge Exchange in Cloud Service Platforms
    Abdalla, Sameh
    Huang, Bingquan
    Kechadi, Tahar
    PROCEEDINGS 2015 SECOND IEEE INTERNATIONAL CONFERENCE ON SPATIAL DATA MINING AND GEOGRAPHICAL KNOWLEDGE SERVICES (ICSDM 2015), 2015, : 22 - 27
  • [39] Agent-based software engineering and agent mediations
    Nourani, CF
    HYBRID INFORMATION SYSTEMS, 2002, : 469 - 484
  • [40] An agent-based approach to rapid software evolution based on a domain model
    Glover, SJ
    Bennett, KH
    INTERNATIONAL CONFERENCE ON SOFTWARE MAINTENANCE, PROCEEDINGS, 1996, : 228 - 237