Polis: Scaling Deliberation by Mapping High-Dimensional Opinion Spaces

Megill, C. and Small, M. and Henderson, P. · Recerca · Revista de Pensament i Anàlisi 26.2 (2021)

tlte-cite:polis-recerca-2021

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The peer-reviewed methodological description of the Pol.is opinion-mapping pipeline by the system's original architects. Documents the sparse-vote-matrix → PCA → k-means pipeline that Karuthu Vellam re-implements. Karuthu Vellam cites this paper as its math-methodology anchor and re-implements the pipeline in TypeScript so the implementation is owned, versioned, and auditable per reading.

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https://www.e-revistes.uji.es/index.php/recerca/article/view/5402

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