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Mining Mobile Sequential Patterns in a Mobile Commerce Environment.

Authors :
Ching-Huang Yun
Ming-Syan Chen
Source :
IEEE Transactions on Systems, Man & Cybernetics: Part C - Applications & Reviews. Mar2007, Vol. 37 Issue 2, p278-295. 18p. 21 Diagrams, 1 Chart, 5 Graphs.
Publication Year :
2007

Abstract

The article presents a study which explores new data mining capability for mobile commerce environment. It uses three algorithms namely, algorithm TJLS, algorithm TJPT, and algorithm TJPF to determine mining mobile sequential patterns from mobile transaction sequences. The study shows that a better model for mobile commerce system can be acquired by taking both moving and purchase patterns into consideration.

Details

Language :
English
ISSN :
10946977
Volume :
37
Issue :
2
Database :
Academic Search Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics: Part C - Applications & Reviews
Publication Type :
Academic Journal
Accession number :
24397929
Full Text :
https://doi.org/10.1109/TSMCC.2005.855504