Title :
A Hybrid Recommendation Architecture for Mobile Commerce System
Author :
Liu, Chengzhi ; Sun, Caihong ; Yu, Jia
Author_Institution :
Sch. of Inf., Renmin Univ. of China, Beijing
Abstract :
In this paper, a hybrid recommendation architecture for mobile commerce system is presented based on agent and ontology technology. Working flow and components of the architecture are described to explain how system components work together. This architecture is a hybrid algorithm which integrates the results of specific recommendation algorithms. Based on this architecture, a restaurant recommendation system prototype is implemented in an experiment. It shows that the system has a good feature of stabilization and the performance of recommendation could be improved with time going by.
Keywords :
catering industry; electronic commerce; information filters; mobile computing; multi-agent systems; ontologies (artificial intelligence); software architecture; agent technology; hybrid recommendation architecture; mobile commerce system; ontology technology; restaurant recommendation system prototype; Business; Collaboration; Computer architecture; Computer science; Demography; Mobile computing; Ontologies; Prototypes; Software engineering; Sun; hybrid recommendation; mobile commerce; multi-agent;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.1349