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About the channel
From text to semantic structure. This channel explores how meaning emerges from text through large-scale Web of Science data. Pipeline: SIGNAL → STRUCTURE → KNOWLEDGE → RELATION I move from raw text to structured knowledge using: LDA (Latent Dirichlet Allocation) STM (Structural Topic Modeling) Semantic network analysis This is a step-by-step system for transforming text into knowledge. Background: • Ph.D., Child Development and Family Studies, Yonsei University • Big Data Analysis Engineer, Republic of Korea • Data Science: R, topic modeling, semantic networks • Knowledge-Centered AI: transforming text into visible knowledge structures
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