• DocumentCode
    2760777
  • Title

    Optimizing Requirements Elicitation with an i* and Bayesian Network Integrated Modelling Approach

  • Author

    Wu, Haochi ; Liu, Lin ; Ma, Wenting

  • Author_Institution
    Sch. of Software, Tsinghua Univ., Beijing, China
  • fYear
    2010
  • fDate
    19-23 July 2010
  • Firstpage
    182
  • Lastpage
    188
  • Abstract
    In today´s web-based environment, strategic actors collaborate and compete to further its interests and opportunities. In this paper, we propose optimizing the requirements elicitation process through the combined use of the i* modeling framework with the quantitative risk analysis model of Bayesian Network (BN), so that strategic actors can estimate the potential opportunities and risks of concerned high-level goals within a multi-agent network. Major content of the paper include: a brief introduction and comparative study of the meta-model of i* and BN; a set of heuristic rules for mapping an i* model into a Bayesian network; the reasoning process of the i* and BN integrated approach. We use the widely cited meeting scheduler example in the literature to illustrate the proposed approach.
  • Keywords
    Internet; belief networks; heuristic programming; inference mechanisms; knowledge acquisition; multi-agent systems; risk analysis; BN integrated approach; Bayesian network integrated modelling approach; Web-based environment; i* modeling framework; meta-model; multiagent network; quantitative risk analysis model; reasoning process; requirement elicitation optimisation process; Bayesian network; beliefs; credibility; i* model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference Workshops (COMPSACW), 2010 IEEE 34th Annual
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-8089-0
  • Electronic_ISBN
    978-0-7695-4105-1
  • Type

    conf

  • DOI
    10.1109/COMPSACW.2010.40
  • Filename
    5615781