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
  • [41] Personalized Recommendation of E-commerce Website Category Hierarchy based on Web Usage Mining and Multidimensional Scaling
    Wu, Peng
    Wang, Jiamin
    He, Daqing
    [J]. 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE), 2015, : 80 - 86
  • [42] Design and implementation of a new integrated e-commerce system based on AJAX
    Department of Computer Instruction and Network Information, Beijing University of Civil Engineering and Architecture, Beijing 100044, China
    [J]. J. Comput. Inf. Syst., 2009, 2 (755-762):
  • [43] Design of E-Commerce Personalized Service Model Based on Web Mining Classification Technique
    Rao, T. K. Rama Krishna
    Khan, Sajid Ali
    Begum, Zeenat
    Divakar, Ch
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2013, : 805 - 808
  • [44] Role of Agent Technology in Web Usage Mining: Homomorphic Encryption Based Recommendation for E-commerce Applications
    Ahila, S. Sobitha
    Shunmuganathan, K. L.
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2016, 87 (02) : 499 - 512
  • [45] Towards microaggregation of log files for Web usage mining in B2C e-commerce
    Navarro-Arribas, Guillermo
    Torra, Vicenc
    [J]. 2009 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 2009, : 380 - 385
  • [46] Role of Agent Technology in Web Usage Mining: Homomorphic Encryption Based Recommendation for E-commerce Applications
    S. Sobitha Ahila
    K. L. Shunmuganathan
    [J]. Wireless Personal Communications, 2016, 87 : 499 - 512
  • [47] Design and implementation of an internet-TV based E-commerce system
    Yim, Jaegeol
    Han, Changyong
    [J]. International Journal of Future Generation Communication and Networking, 2016, 9 (01): : 9 - 20
  • [48] Design and implementation of web usage mining system using page scroll
    Kim, Il
    Choi, Bong-Joon
    Park, Kyoo-Seok
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 5, 2006, 3984 : 912 - 921
  • [49] Research of Web usage mining based on E_commerce
    Liu, LZ
    Chen, LC
    Song, HT
    [J]. ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 4821 - 4824
  • [50] An intelligent web spider for online e-commerce data on extraction
    Murali, Ranjani
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT 2018), 2018, : 332 - 339
12345