Linguistic Asymmetry Index (LAI): Benchmarking Multilingual Research Infrastructures. Reproducible Workflow (v.1.0)

This deposit contains the harvesting and preprocessing scripts, insfrastructure-specific configuration files, and the derived outputs generated to compute the Linguistic Asymmetry Index (LAI) for four digital research infrastructures (CLARIN ERIC, Europeana, OpenAIRE Graph, and EUDAT/B2FIND). The LAI provides a reproducible, metadata-based measure of linguistic asymmetry across five components: Language Representation Asymmetry, English Anchor Bias, Metadata Completeness Disparity, Institutional Concentration Index, and Access Inequality Index. All metadata used in these computations were obtained exclusively from public APIs and OAI-PMH endpoints. The deposit files support the Discussion Paper currently under review at the Journal of Open Humanities Data.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-13
DOI
https://doi.org/10.5281/zenodo.18146959
Primary Topic
Language and cultural evolution
Type
article
Field-Weighted Citation Impact
0.00
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article

Linguistic Asymmetry Index (LAI): Benchmarking Multilingual Research Infrastructures. Reproducible Workflow (v.1.0)

Paul Spence, Elena Battaner Moro
Zenodo (CERN European Organization for Nuclear Research)
Language and cultural evolution
article

Linguistic Asymmetry Index (LAI): Benchmarking Multilingual Research Infrastructures. Reproducible Workflow (v.1.0)

Paul Spence, Elena Battaner Moro
article en

Abstract

This deposit contains the harvesting and preprocessing scripts, insfrastructure-specific configuration files, and the derived outputs generated to compute the Linguistic Asymmetry Index (LAI) for four digital research infrastructures (CLARIN ERIC, Europeana, OpenAIRE Graph, and EUDAT/B2FIND). The LAI provides a reproducible, metadata-based measure of linguistic asymmetry across five components: Language Representation Asymmetry, English Anchor Bias, Metadata Completeness Disparity, Institutional Concentration Index, and Access Inequality Index. All metadata used in these computations were obtained exclusively from public APIs and OAI-PMH endpoints. The deposit files support the Discussion Paper currently under review at the Journal of Open Humanities Data.

Zenodo (CERN European Organization for Nuclear Research)
Universidad Rey Juan Carlos (ES), King's College London (GB)
Industry, innovation and infrastructure
Openalex Percentile: Top 18%
Language and cultural evolution
DOIOpen Access PDFOpenAlex
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Linguistic Asymmetry Index (LAI): Benchmarking Multilingual Research Infrastructures. Reproducible Workflow (v.1.0) — Paul Spence, Elena Battaner Moro · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS