Author
Huayin Wang
Recent research
- AI & ComputingOpen access
The Theory of Data: An Introduction presents an accessible introduction to the Theory of Data for analysts, data engineers, analytics engineers, semantic-layer developers, and AI engineers. The Theory begins from a distinction that analytical systems often leave implicit: produci...
- Society & EconomicsOpen access
Row, Table, and Join Are Not the Foundations of Analytical Meaning
Version 1.1 is a vocabulary revision, content-preserving: aligned with The Theory of Data, Version 4.0 — a measure is the governed family; a member of a measure is a governed series; a series is a typed binding of datums over one anchor. Nothing is altered in substance.Rows, tabl...
- AI & ComputingOpen access
The Theory of Data: An Introduction
The accessible introduction to the Theory of Data. Producing values is not the same as establishing what governed analytical object those values represent. The paper introduces the ontology — particles, atom members, atoms as governed measure families, frames — and the three iden...
- Society & EconomicsOpen access
Row, Table, and Join Are Not the Foundations of Analytical Meaning
Rows, tables, and joins are among the most useful inventions in computing — and insufficient as the foundational concepts of analytical meaning. This position develops the distinction: a table is a storage and presentation container; analytical meaning lives in typed values at ty...