A location-aware recommender system for mobile shopping environments

被引：89
|
作者：
Yang, Wan-Shiou [1 ]
Cheng, Hung-Chi [1 ]
Dia, Jia-Ben [1 ]
机构：
[1] Natl Changhua Univ Educ, Dept Informat Management, Changhua 500, Taiwan
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2008年 / 34卷 / 01期
关键词：
recommender system; mobile computing; E-commerce; M-commerce; information retrieval;
D O I：
10.1016/j.eswa.2006.09.033
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Exploring new applications and services for mobile environments has generated considerable excitement among both commercial companies and academics. In this paper we propose a location-aware recommender system that accommodates a customer's shopping needs with location-dependent vendor offers and promotions. Specifically, we propose a recommender system for recommending vendors' webpages - include offers and promotions - to interested customers. We present the developed system and the constructed approaches in this paper. The results of experiments using both synthetic and empirical data are also reported and discussed. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码：437 / 445
页数：9
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