Title :
The effects of business rules on transactional association analysis
Author :
Hashemi, Ray R. ; Le Blanc, Louis A. ; Westgeest, Bart J.
Author_Institution :
Dept. of Comput. Sci., Armstrong Atlantic State Univ., Savannah, GA, USA
Abstract :
Transactional association analysis deals with establishing associations among transactional items in the form of rules. The effects of business rules on the outcome of such analysis are widely ignored, while attention has been misapplied to the mining of different patterns. Ignoring such business rules may result in association rules that are biased. We address the effects of business rules on transactional association analyses for single level Boolean associations. Specifically, the research goal is to determine what level of bargain (if any) for a group of transactional items affects the number and the contents of association rules.
Keywords :
Boolean functions; data mining; knowledge based systems; Boolean association rule; business rules; data mining; transactional association analysis; Association rules; Computer science; DVD; Data mining; Educational institutions; Frequency; Itemsets; Joining IEEE; Motion pictures; Pattern analysis;
Conference_Titel :
Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
Print_ISBN :
0-7695-2108-8
DOI :
10.1109/ITCC.2004.1286631