Goal-Driven Approach to Model Interaction between Viewpoints of a Multi-View KDD process

Abstract : A data mining project is usually held by several actors (domain experts, data analysts, KDD experts ...), each with a different viewpoint. In this paper we propose to enhance coordination and knowledge sharing between actors of a multiview KDD analysis through a goal driven modeling of interactions between viewpoints. After a brief review of our approach of viewpoint in KDD, we will first develop a Goal Model that allows identification and representation of business objectives during the business understanding step of KDD process. Then, based on this goal model, we define a set of relations between viewpoints of a multi-view analysis; namely equivalence, inclusion, conflict and requirement.
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Communication dans un congrès
4th Conference on next generation networks & Services, Dec 2012, Faro, Portugal. 2012
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El Moukthtar Zemmouri, Hicham Behja, Brahim Ouhbi, Brigitte Trousse, Abdelaziz Marzak, et al.. Goal-Driven Approach to Model Interaction between Viewpoints of a Multi-View KDD process. 4th Conference on next generation networks & Services, Dec 2012, Faro, Portugal. 2012. 〈hal-00769796〉

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