Title :
Recent development of recommender systems
Author :
Wu, Cheng-Ting ; Wang, Hsiao-Fan
Author_Institution :
Nat. Tsing Hua Univ., Hsinchu
Abstract :
Electronic commerce (EC) has become an important support for business activities. Through the WWW, EC provides an efficient platform for interchanging the information between business and business (B2B), customers and customers (C2C); and customers and business (C2B). However, how to make use of huge amount of transaction data and identify potential customers on the internet remains a challenge for an EC company. We review the recent studies on recommender systems and present an overview. We also propose a conceptual model to improve the performance.
Keywords :
Internet; electronic commerce; electronic data interchange; information filtering; information filters; Internet; business activities; electronic commerce; information interchange; recommender systems; transaction data; world Wide Web; Collaboration; Companies; Electronic commerce; Industrial engineering; Information filtering; Information filters; Internet; Recommender systems; Research and development management; World Wide Web; Collaborative Filtering; Content-Based Filtering; Electronic Commerce; Recommender System;
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
DOI :
10.1109/IEEM.2007.4419185
