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

Volume

2

fYear

2008

fDate

12-14 Dec. 2008

Firstpage

520

Lastpage

526

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Science and Software Engineering, 2008 International Conference on

Conference_Location

Wuhan, Hubei

Print_ISBN

978-0-7695-3336-0

Type

conf

DOI

10.1109/CSSE.2008.1349

Filename

4722106