Title :
Mining Target-oriented Fuzzy Correlation Rules in Telecom Database
Author :
Chueh, Hao-en ; Lin, Nancy P. ; Jan, Nien-Yi
Author_Institution :
Dept. of Inf. Manage., Yuanpei Univ., Hsinchu, Taiwan
Abstract :
In this paper, we propose an algorithm for mining the target-oriented fuzzy correlation rules to discover the strong correlations between a specific telecom service and other services from a telecom database.We show how, by using the fuzzy statistics analysis, the target-oriented fuzzy correlation rules can be obtained from a given database. Our work can assist the telecom service provider in finding the services highly related to the most popular telecom service. This kind of information is quite useful for the telecom service provider to provide the appropriate services to their customers for effective churn management.
Keywords :
correlation methods; data mining; database management systems; fuzzy set theory; statistical analysis; telecommunication computing; telecommunication industry; telecommunication services; churn management; fuzzy statistics analysis; target-oriented fuzzy correlation rule mining; telecom database; telecom service; telecom service provider; Association rules; Communication industry; Data mining; Databases; Fuzzy set theory; Information analysis; Itemsets; Social network services; Statistical analysis; Telecommunication services; Fuzzy Correlation Rules; Target-oriented Fuzzy Correlation Rules; Telecom Database;
Conference_Titel :
Social Network Analysis and Mining, 2009. ASONAM '09. International Conference on Advances in
Conference_Location :
Athens
Print_ISBN :
978-0-7695-3689-7
DOI :
10.1109/ASONAM.2009.63
