|
Title:
|
TARGEN: A MARKET BASKET DATASET GENERATOR FOR TEMPORAL ASSOCIATION RULE MINING |
|
Author(s):
|
Tim Schlüter , Stefan Conrad |
|
ISBN:
|
978-972-8924-88-1 |
|
Editors:
|
Ajith P. Abraham |
|
Year:
|
2009 |
|
Edition:
|
Single |
|
Keywords:
|
Market Basket Analysis, Dataset Generator, Temporal Data Mining. |
|
Type:
|
Short Paper |
|
First Page:
|
133 |
|
Last Page:
|
138 |
|
Language:
|
English |
|
Cover:
|
|
|
Full Contents:
|
click to dowload 
|
|
Paper Abstract:
|
This paper describes a novel market basket dataset generator, which models various temporal and general aspects from
real life. Besides taking into account general customer behavior, customer group behavior and several other aspects, the
created datsets are timestamped in a manner that allows temporal data mining with regard to three major kinds of
temporal association rules, namely cyclic, calendar- and lifespan-based association rules. The appearance of all these
aspects can be controlled by the use of accordant parameters, which brings the user in total control of every little facet of
the emerging datasets. This data provides an excellent basis for developing and testing market basket analysis algorithms. |
|
|
|
|
|
|
