DocumentCode :
1434667
Title :
Using data mining methods to build customer profiles
Author :
Adomavicius, Gediminas ; Tuzhilin, Alexander
Author_Institution :
Courant Inst. of Math. Sci., New York Univ., NY, USA
Volume :
34
Issue :
2
fYear :
2001
fDate :
2/1/2001 12:00:00 AM
Firstpage :
74
Lastpage :
82
Abstract :
This paper describes 1:1 Pro system which constructs personal profiles based on customers´ transactional histories. The system uses data mining techniques to discover a set of rules describing customers´ behavior and supports human experts in validating the rules
Keywords :
data mining; financial data processing; 1:1 Pro system; data mining; personal profiles; transactional histories; Books; Collaboration; Customer profiles; Data mining; Data models; Decision making; Demography; History; Humans; Recommender systems;
fLanguage :
English
Journal_Title :
Computer
Publisher :
ieee
ISSN :
0018-9162
Type :
jour
DOI :
10.1109/2.901170
Filename :
901170
Link To Document :
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