Title :
ABMS: Agent-Based Modeling and Simulation in Web Service Selection
Author :
Al-Sharawneh, Jebrin ; Williams, Mary-Anne
Author_Institution :
Fac. of Eng. & Inf. Technol., Univ. of Technol. Sydney, Sydney, NSW, Australia
Abstract :
Agent-based modeling and simulation (ABMS) is a new approach to modeling systems comprised of autonomous interacting agents. It promises to have an important role in research and education. Some researchers have contended that ABMS "is a third way of doing science". ABMS has been applied to a wide range of research in a varied number of complex domain problems. Social simulation is playing an increasingly important role in today\´s interconnected society. In this paper we apply agent based modeling and simulation to investigate the impact of Goldbaum\´s innovative "Follow the Leader" in social networks in Web services selection using a recommender system that guides a user to select the best service that matches his requirements and preferences. We test and evaluate several customers\´ behaviors scenarios using our simulation tool "SSSS: service selection simulation studio".
Keywords :
Web services; social networking (online); ABMS; Web service selection; agent-based modeling; autonomous interacting agents; service selection simulation studio; simulation; social networks; Analytical models; Australia; Biological system modeling; Chemical technology; Computational modeling; Information technology; Recommender systems; Social network services; Testing; Web services;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5301897