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A. Ibrahim

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Jul 2026

Model-Driven Requirements Configuration with Three-Valued Uncertainty Scoring

A neuro-symbolic multi-agent architecture that operationalizes the Object-Oriented Method for Requirements Authoring and Management (OOMRAM) lattice is presented, and a three-valued framework is introduced to classify and score the LLM's requirement decisions before and after validation.

A. Ibrahim · 0 citations

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