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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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https://hal.inria.fr/hal-00769796
Contributor : Brigitte Trousse <>
Submitted on : Thursday, January 3, 2013 - 3:01:04 PM
Last modification on : Friday, October 23, 2020 - 4:52:28 PM
Long-term archiving on: : Thursday, April 4, 2013 - 3:48:15 AM

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  • HAL Id : hal-00769796, version 1

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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. ⟨hal-00769796⟩

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