Design and Implementation of Web Usage Mining Intelligent System in the Field of e-commerce

被引：5
|
作者：
Devi, B. Naveena [1 ]
Devi, Y. Rama [2 ]
Rani, B. Padmaja [3 ]
Rao, R. Rajeshwar [1 ]
机构：
[1] Mahatma Gandhi Inst Technol, Dept CSE, Hyderabad 500075, Andhra Pradesh, India
[2] Chaitanya Bharathi Inst Technol, Dept CSE, Hyderabad 500075, Andhra Pradesh, India
[3] Jawaharlal Nehru Technol Univ, Dept CSE, Hyderabad, Andhra Pradesh, India
来源：
INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND SYSTEM DESIGN 2011 | 2012年 / 30卷
关键词：
Data Mining; Information Retrieval; Open Web Services; Web Usage Mining; Web Computing;
D O I：
10.1016/j.proeng.2012.01.829
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The rising popularity of electronic commerce makes data mining an indispensable technology for several applications, especially online business competitiveness. The World Wide Web provides abundant raw data in the form of web access logs. Now a days many business applications utilizing data mining techniques to extract useful business information on the web evolved from web searching to web mining. This paper introduces a web usage mining intelligent system to provide taxonomy on user information based on transactional data by applying data mining algorithm, and also offers a public service which enables direct access of website functionalities to the third party. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of ICCTSD 2011
引用
收藏
页码：20 / 27
页数：8
相关论文
共 50 条
  • [1] E-commerce personalized recommendation system based on Web mining technology design and implementation
    Sun Lin
    Xu WenZheng
    [J]. 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS), 2016, : 347 - 350
  • [2] The Application of Web Usage Mining In E-commerce Security
    Tamimi, Reyhaneh
    Ebrahim, Mohammad
    Mohammadpourzarandi
    [J]. 2013 7TH INTERNATIONAL CONFERENCE ON E-COMMERCE IN DEVELOPING COUNTRIES: WITH FOCUS ON E-SECURITY (ECDC), 2013,
  • [3] Mining the customer behavior using web usage mining in e-commerce
    Yadav, Mahendra Pratap
    Feeroz, Mhd
    Yadav, Vinod Kumar
    [J]. 2012 THIRD INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION & NETWORKING TECHNOLOGIES (ICCCNT), 2012,
  • [4] Dynamic Recommendation System Using Web Usage Mining for E-commerce Users
    Lopes, Prajyothi
    Roy, Bidisha
    [J]. INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING TECHNOLOGIES AND APPLICATIONS (ICACTA), 2015, 45 : 60 - 69
  • [5] Web usage mining to improve the design of an e-commerce website: OrOliveSur.com
    Carmona, C. J.
    Ramirez-Gallego, S.
    Torres, F.
    Bernal, E.
    del Jesus, M. J.
    Garcia, S.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (12) : 11243 - 11249
  • [6] Design and evaluation a Web Mining Engine for E-commerce
    Hu, WB
    Meng, B
    [J]. Proceedings of the 2005 International Conference on Management Science & Engineering (12th), Vols 1- 3, 2005, : 135 - 139
  • [7] Intelligent Web Data Extraction System for E-commerce
    Selvy, P. Tamije
    Anitha, M.
    Varthan, L. R. Vishnu
    Sethupathi, P.
    Adharsh, S. P.
    [J]. JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (03) : 63 - 68
  • [8] The Design of Intelligent Corporate E-commerce System
    ZHANG Qing-bian 1
    2. Corporation of Kingside Network Ltd
    [J]. 厦门大学学报(自然科学版), 2002, (S1) : 265 - 266
  • [9] Intelligent Web browsing by visual data mining for E-commerce applications
    You, J
    Liu, J
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II, 2001, : 702 - 708
  • [10] On a corporate E-commerce system design and implementation
    Zhang, QB
    Smari, WW
    Zhang, LF
    Kim, SY
    [J]. PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, 2003, : 330 - 337
12345