DocumentCode
3102613
Title
Automatic User Preferences Acquirement in Chinese Commercial Web Sites with NLP and DM Techniques
Author
Shilin Zhang ; Wang, Hui
Author_Institution
Network & Inf. Manage. Center, North China Univ. of Technol., Beijing, China
fYear
2009
fDate
7-9 Dec. 2009
Firstpage
147
Lastpage
151
Abstract
Data mining are an important field 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; natural language processing; Chinese commercial Web sites; DM technique; NLP; automatic user preferences acquirement; data mining; natural language processing; raw data extraction; Application software; Automation; Data mining; Decision making; Delta modulation; HTML; Humans; Information management; Natural languages; Web pages; Ariori; Data Mining; NLP; Recall;
fLanguage
English
Publisher
ieee
Conference_Titel
Asian Language Processing, 2009. IALP '09. International Conference on
Conference_Location
Singapore
Print_ISBN
978-0-7695-3904-1
Type
conf
DOI
10.1109/IALP.2009.38
Filename
5380787
Link To Document