Title :
Applying Data Miming to Automatically Acquire User Preferences in Commercial Web Sites
Author :
Zhang, Shilin ; Gu, Mei
Author_Institution :
Network & Inf. Manage. Center, North China Univ. of Technol., Beijing, China
Abstract :
Data mining are an important Held of research. However, there is an important challenge to apply the Data mining technique to NLP applications. An integrated data mining system for NLP in Chinese Commercial Web Sites is presented in this paper. It firstly extracted the raw data using NLP technology and then presented the data mining process in detail to acquire the user preferences. More importantly, it puts forward a new enhanced and integrated method to Acquire User Preferences. Data mining applied to NLP provides a scientific basis for E-Commerce and Decision-making systems.
Keywords :
Web sites; data mining; decision making; electronic commerce; natural language processing; Chinese commercial Web sites; NLP applications; data extracted; decision-making system; e-commerce system; integrated data mining system; natural language processing techniques; user preferences; Application software; Business communication; Computer science; Data mining; Decision making; Delta modulation; Information management; Predictive models; Web pages; XML;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5362642