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Data · dataset · 2026

Dataset and analysis pipeline for: Mapping the emerging field of artificial intelligence in art and design education (2015–2026)

Listed in Teesside University Research Data Repository

Description

This repository contains the final screened corpus, the full screening decision record, and the open-source analysis pipeline supporting the manuscript "Mapping the Emerging Field of Artificial Intelligence in Art and Design Education: A Bibliometric and Science Mapping Analysis (2015–2026)," currently under peer review. The dataset comprises 657 journal articles and reviews on AI in art and design education, retrieved from Scopus and the Web of Science Core Collection (11 July 2026), merged, deduplicated, and screened for topical relevance.

The screening sheet documents all 1,203 originally identified records and the inclusion/exclusion decision for each, enabling independent verification of the PRISMA-style selection process. The Python pipeline (pandas, NetworkX, matplotlib) performs keyword normalisation, annual production analysis, source and country ranking, keyword co-occurrence network construction with Louvain clustering, Callon thematic mapping, and post-2023 keyword growth analysis, reproducing all tables and figures in the manuscript.

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Two GraphML network files are included for independent visualisation in VOSviewer, Gephi, or Cytoscape. Raw database exports are not redistributed in line with Scopus/Web of Science usage terms; the derived files here are sufficient for full reproduction. Version 2 replaces the analysis script with the corrected pipeline that reproduces all reported results exactly; the data files are unchanged.

See README.md for the version history.

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Where it is published

Catalogue records · 1

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Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/8wws2x8yh4.211 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].anzsrc:field:390303mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Higher Education']
concepts[field].anzsrc:group:4602mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Artificial Intelligence']
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
titlesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/title