科学网Old: DIKWP ModelimToken下载: Mapping to Natural Language Se

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f n } are semantic attributes. dd d represents a specific data instance. Analysis: Alignment with Standard Semantics: Captures the essence of Data as entities sharing specific semantic features. Subjectivity Handling: The current representation does not explicitly model the subjective interpretation by cognitive entities. Semantic Correspondence: Mathematical definition emphasizes shared attributes but lacks mechanisms for semantic matching and conceptual confirmation. 3.2 Information (I) Mathematical Representation: I=fI(D)II = f_I(D) \subseteq \mathbb{I} I = f I ( D ) I Where: fI:D→If_I: \mathbb{D} \rightarrow \mathbb{I} f I : D → I is a transformation function organizing Data into Information. Analysis: Alignment with Standard Semantics: Represents the transformation of Data into structured Information. Contextualization: The function fIf_I f I implicitly handles organization and contextualization. Dynamic Generation: Lacks explicit modeling of Purpose-driven processing and semantic association. 3.3 Knowledge (K) Mathematical Representation: K=fK(I)KK = f_K(I) \subseteq \mathbb{K} K = f K ( I ) K Where: