A new on-line digital conceptual model oriented corporate memory constructing: taking unstructured text as a case

  • Authors:
  • Choukri Djellali

  • Affiliations:
  • Président Kennedy Montréal (Québec) Canada

  • Venue:
  • Proceedings of the 2013 Research in Adaptive and Convergent Systems
  • Year:
  • 2013

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Abstract

The integration of knowledge can be considered as a guideline for managing problems that occur in the task of knowledge management, and more particularly, in the collaborative decision-making. Integration is necessary because it allows communication between different sources. Most of the proposed approaches provide limited support for all activities of the engineering process. We propose a new on-line digital conceptual model to treat the integration of corporate knowledge. Our approach exploits natural language processing, indexation and machine learning techniques to increase productivity of the knowledge engineering task during the integration task. Good experimental studies demonstrate the multidisciplinary applications of our approach.