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Updated: Mar 8, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Some requirements and suggestions for a methodology to develop knowledge based systems
D W Green1, M Colbert1, J Long1
1a Department of Psychology and Ergonomics Unit , University College London , 26 Bedford Way , London , WC1H 0AP.
Abstract:
This paper describes an approach to the creation of a methodology for the development of knowledge based systems. It specifies some requirements and suggests how these requirements might be met. General requirements can be satisfied using a systems approach. More specific ones can be met by viewing an organization as a network of consultations for coordinating expertise. The nature of consultations is described and the form of a possible cognitive model using a blackboard architecture is outlined. The value of the approach is illustrated in terms of certain knowledge elicitation methods.
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