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 :
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