Title :
The Development and Evaluation of Internet Data Mining System
Author :
Yuan, Wenqing ; Luo, Li
Author_Institution :
Sch. of Inf. Manage., Wuhan Univ., Wuhan, China
Abstract :
With the development of computer science, Internet has become the major tool of e-commerce and it requires internet corporations to provide personalized services by tracking and analyzing userspsila visiting patterns. In the past years, research on data mining always focused on a specific algorithm of mining, less on the establishment of a whole system. In this paper the authors illustrate basic functions of Internet data mining system (IDMS). After an introduction about the principles and goals of development and evaluation of IDMS, the authors compare the general structure of Data Mining (DM) system with IDMS and presented the structure of IDMS. In the end, a specific criterion for the evaluation of IDMS was discussed.
Keywords :
Internet; data mining; pattern classification; Internet corporations; Internet data mining system; e-commerce; personalized services; user visiting patterns; Computer science; Data analysis; Data mining; Data security; Delta modulation; Hybrid intelligent systems; Information analysis; Pattern analysis; User interfaces; Web and internet services; Internet data mining system; development; evaluation;
Conference_Titel :
Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-0-7695-3745-0
DOI :
10.1109/HIS.2009.245