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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jayesh Vijay Rao Karanjgaonkar

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Review Open access Aug 2026

Quantifying Meaning: A Review of Semantic Information Analysis, Uncertainties, and Possibilistic Restrictions in Hybrid Systems

Classical information theory, originating with Shannon’s foundational work [1], treats information as a purely syntactic quantity divorced from meaning. Intelligent systems operating in real-world environments must nonetheless process semantic content carried in natural language — content permeated by vagueness, fuzzin...

Jayesh Vijay Rao Karanjgaonkar · 0 citations

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