Work

knoMap: Advanced Analytical Platform for Multidimensional Data and Bibliometric Science Mapping

Year: 2026

Type: software

Abstract: knoMap is an advanced analytical desktop and web platform developed at UNAM (Mexico). It enables researchers to explore, process, and visualize multidimensional data, bibliometric networks, and institutional indicators through Self-Organizing Maps (SOM), semantic manifold learning (UMAP), and topological clustering. Standalone precompiled desktop packages for Windows, Linux, and macOS (Intel and Apple Silicon) are included in the Output/ directory.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.22693919

Authors: Jiménez Andrade, José Luis, Carrillo Calvet, Humberto Andrés

Institution: Universidad Nacional Autónoma de México

Topic: scientometrics and bibliometrics research

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7212119433

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