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Related Experiment Video

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A Meta-Model Integration for Supporting Knowledge Discovery in Specific Domains: A Case Study in Healthcare.

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Summary
This summary is machine-generated.

This study introduces a new holistic meta-model to enhance decision-making in learning ecosystems for knowledge management. It addresses challenges in converting tacit knowledge and managing information, with a specific application in healthcare.

Keywords:
dashboardhealth ecosystemhealthcareknowledge managementmeta-modelmeta-model integrationmodel-driven developmenttechnological ecosystem

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Area of Science:

  • Information Science
  • Knowledge Management
  • Healthcare Informatics

Background:

  • Organizations prioritize knowledge management (KM), facing challenges in transforming tacit knowledge into explicit knowledge.
  • The proliferation of information sources, particularly in healthcare, necessitates effective information-to-knowledge conversion.
  • Existing meta-models for learning ecosystems lack robust decision-making support.

Purpose of the Study:

  • To address the limitations in decision-making support within learning ecosystems for KM.
  • To introduce a holistic meta-model designed for decision-making processes in knowledge-focused ecosystems.
  • To instantiate this meta-model within the specific context of the healthcare domain.

Main Methods:

  • Development of a novel holistic meta-model for decision-making in learning ecosystems.
  • Model-driven development approach utilizing previously established meta-models.
  • Instantiation and validation of the meta-model within the healthcare sector.

Main Results:

  • A comprehensive meta-model is defined to bolster decision-making capabilities in learning ecosystems.
  • The meta-model effectively supports knowledge management processes by facilitating data exploitation via dashboards.
  • Successful instantiation of the meta-model in the healthcare domain demonstrates its practical applicability.

Conclusions:

  • The proposed holistic meta-model significantly enhances decision-making support in knowledge management ecosystems.
  • This framework offers a structured approach to transforming information into actionable knowledge, especially in data-rich environments like healthcare.
  • The healthcare domain instantiation validates the meta-model's utility and adaptability for real-world KM challenges.