DocumentCode
3389630
Title
Marketing database knowledge extraction - towards a domain ontology
Author
Pinto, Filipe Mota ; Gago, Pedro ; Santos, Manuel Filipe
Author_Institution
Polytechnic Institute of Leiria /Computer Science Department, Portugal
fYear
2009
fDate
16-18 April 2009
Firstpage
193
Lastpage
198
Abstract
Ontologies are currently the most prominent computer science research area under development. With this paper we use ontologies at an almost unexplored research area within the marketing discipline, throughout ontological approach to the database marketing. We propose a generic framework supported by ontologies for the knowledge extraction from marketing databases. Therefore this work has two purposes: to integrate ontological approach in Database Marketing and to create domain ontology with a knowledge base that will enhance the entire process at both levels: marketing and knowledge extraction techniques. This research was developed according to two methodological principles, ontology domain double articulation and ontology modularization. At the end of our work we use ontologies to pre-generalize the Database Marketing knowledge through a knowledge base.
Keywords
Application software; Artificial intelligence; Computer science; Data mining; Databases; Decision support systems; Inference mechanisms; Knowledge representation; Logic; Ontologies;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Engineering Systems, 2009. INES 2009. International Conference on
Conference_Location
Barbados
Print_ISBN
978-1-4244-4111-2
Electronic_ISBN
978-1-4244-4113-6
Type
conf
DOI
10.1109/INES.2009.4924761
Filename
4924761
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