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cs.AI2025
Belief Graphs with Reasoning Zones: Structure, Dynamics, and Epistemic Activation
Saleh Nikooroo, Thomas Engel
Belief systems are rarely globally consistent, yet effective reasoning often persists locally. We propose a novel graph-theoretic framework that cleanly separates credibility--exte…
cs.AI2025
Toward a Graph-Theoretic Model of Belief: Confidence, Credibility, and Structural Coherence
Saleh Nikooroo
Belief systems are often treated as globally consistent sets of propositions or as scalar-valued probability distributions. Such representations tend to obscure the internal struct…
cs.AI2025
Reasoning Systems as Structured Processes: Foundations, Failures, and Formal Criteria
Saleh Nikooroo, Thomas Engel
This paper outlines a general formal framework for reasoning systems, intended to support future analysis of inference architectures across domains. We model reasoning systems as s…