1 AIT Asian Institute of Technology

Data mining for customer relationship management : a case study of an Internet service provider company

AuthorPimchanok Sukaramula
Call NumberAIT Thesis no. IM-99-09
Subject(s)Internet service providers

NoteA thesis submitted in partial fulfillment of requirements for the degree of Master of Science, School of Advanced Technologies
PublisherAsian Institute of Technology
Series StatementThesis ; no. IM-99-09
AbstractThe study concerned with designing and implementing the data mining prototype for customer relationship management in order to improve the marketing operation in the Internet Service Provider Company. The Internet Service Provider business has become one of the most fiercely competitive sectors of the service industry. In such a competitive environment, traditional customer relationship strategies of marketing department deployed to fuel business growth become less effective. The study therefore proposes two applications that is customer segmentation and attrition analysis to improve customer retention. The purpose of customer segmentation is to define new business opportunities in order to reduce cost of marketing campaign. The goal of attrition model is to identify the profitable customers whom likely to drop their service in order to improve customer retention. There are other applications that highlight the role supporting customer relationship management such as cross selling and upgrading which are not mentioned in this thesis.
Year1999
Corresponding Series Added EntryAsian Institute of Technology. Thesis ; no. IM-99-09
TypeThesis
SchoolSchool of Advanced Technologies (SAT)
DepartmentDepartment of Information and Communications Technologies (DICT)
Academic Program/FoSInformation Management (IM)
Chairperson(s)Vatcharaporn Esichaikul ;
Examination Committee(s)Batanov, Dentcho N. ;Khang, Do Ba;
DegreeThesis (M.Sc.) - Asian Institute of Technology, 1999


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