INORM: A new approach in e-commerce recommendation

被引:1
|
作者
Memari, Mozhgan [1 ]
Amerian, Ali [2 ]
机构
[1] NIORDC Co, Dept Informat Technol, Tehran, Iran
[2] TAM Co, Automat Dept, Tehran, Iran
关键词
recommendation methods; customers' behavior; recommendation quality; collaborating filtering; CUSTOMER LIFETIME VALUE; PERSONALIZATION;
D O I
10.1109/ICCEA.2010.167
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Developing an intelligent recommendation system is a good way to overcome the problem of overloaded product's information provided by the e-commerce enterprises. This paper proposes a new hybrid recommendation methodology, called INORM, based on recommendation methods and costumer navigational and behavioral algorithms to enhance the recommendation quality and the system performance of current recommender systems.
引用
收藏
页码:55 / 59
页数:5
相关论文
共 50 条
  • [1] E-Commerce Recommendation Applications
    J. Ben Schafer
    Joseph A. Konstan
    John Riedl
    Data Mining and Knowledge Discovery, 2001, 5 : 115 - 153
  • [2] E-commerce recommendation applications
    Ben Schafer, J
    Konstan, JA
    Riedl, J
    DATA MINING AND KNOWLEDGE DISCOVERY, 2001, 5 (1-2) : 115 - 153
  • [3] Algorithm in E-commerce Recommendation
    Fan, Zezhou
    Chang, Dan
    Cui, Jinhong
    2018 5TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ECONOMICS SYSTEM AND INDUSTRIAL SECURITY ENGINEERING (IEIS 2018), 2018,
  • [4] An Approach of Conceptual Knowledge Broaden Based E-Commerce Recommendation
    Pang Xiu-li
    Yu Bo
    2012 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, 2012, : 27 - 32
  • [5] Personalized Information Recommendation of E-Commerce
    He, Bo
    ADVANCES IN FUTURE COMPUTER AND CONTROL SYSTEMS, VOL 2, 2012, 160 : 363 - 367
  • [6] The research of E-commerce personalized recommendation
    Zhang, Yan
    Kuang, Tao
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 6762 - 6765
  • [7] Competitive Recommendation Algorithm for E-commerce
    Nadine, Umutoni
    Cao, Huiying
    Deng, Jiangzhou
    2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 1539 - 1542
  • [8] Recommendation technology: Will it boost e-commerce?
    Leavitt, N
    COMPUTER, 2006, 39 (05) : 13 - 16
  • [9] A personalization recommendation algorithm for e-commerce
    Li, Hui
    Zhang, Shu
    Wang, Xia
    Journal of Software, 2013, 8 (01) : 176 - 183
  • [10] Personalized product recommendation in E-commerce
    Weng, SS
    Liu, MJ
    2004 IEEE INTERNATIONAL CONFERNECE ON E-TECHNOLOGY, E-COMMERE AND E-SERVICE, PROCEEDINGS, 2004, : 413 - 420