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
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;
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
DOI :
10.1109/COMPSACW.2010.40