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.
Read the rest (2 more)
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.
Links
Where it is published
- DOI doi.org/10.17632/8wws2x8yh4.2 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/8wws2x8yh4.2 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:390303 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Higher Education'] |
| concepts[field].anzsrc:group:4602 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Artificial Intelligence'] |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |