Framework for decisional business modeling and requirements modeling in data mining projects

  • Authors:
  • José Gallardo;Gloria Giacaman;Claudio Meneses;Óscar Marbán

  • Affiliations:
  • Depto. Ingeniería de Sistemas y Computación, Universidad Católica del Norte, Antofagasta, Chile;Depto. Ingeniería de Sistemas y Computación, Universidad Católica del Norte, Antofagasta, Chile;Depto. Ingeniería de Sistemas y Computación, Universidad Católica del Norte, Antofagasta, Chile;Facultad de Informática, Universidad Politécnica de Madrid, Madrid, España

  • Venue:
  • IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
  • Year:
  • 2009

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Abstract

This article presents a framework oriented to guide the methodological construction of the decision-making process model of an organization, and the subsequent derivation of a requirements model for the development of Data Mining projects. The decisional model, is defined as a conceptual tool made up of a set of related concepts which represent the decision-making processes of an organization. The importance of a decision-making model is that with a clear definition of the requirements which arise from the organization's goals and which generate the decisional processes; the development is permitted of a Data Mining project which is effectively aligned with the achievement of the organization strategic goals.