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knowledge ↔ data

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Knowledge and data are linked through a hierarchical transformation process where data is refined into information and then into knowledge [1], and knowledge is fundamentally derived from the analysis and reasoning applied to raw data [2].

Facts (2)

Sources
Epistemology | Internet Encyclopedia of Philosophy iep.utm.edu Internet Encyclopedia of Philosophy 1 fact
claimAll knowledge requires reasoning, as data must be analyzed and inferences must be drawn from sensory input.
How Enterprise AI, powered by Knowledge Graphs, is ... blog.metaphacts.com metaphacts 1 fact
procedureThe 'decision transformation' process for business intelligence follows a predictable journey consisting of three steps: (1) Data + context = information, (2) Information + meaning = knowledge, (3) Knowledge + action = decision.