Data · dataset · 2026
A Confound-Annotated Curriculum Dataset with Parsed Prerequisite Logic for the Universities of the United Arab Emirates
Listed in Teesside University Research Data Repository
A machine-readable, course-level corpus of the curricula of the universities of the United Arab Emirates, assembled from their published course catalogs.
Description
The corpus comprises twenty-two institutions across 56 catalog editions, 52,802 course records, and 33,945 parsed prerequisite relations, of which 7,030 (20.7%) are disjunctive alternatives rather than mandatory obligations. Its distinguishing property is that prerequisites are parsed into conjunctive-normal form, so that the alternatives a catalog states with the word "or" are preserved as boolean structure rather than flattened into a list of mandatory courses; the group index and alternative flag in the edge file recover the full conjunctive-normal structure.
Every record is annotated with the measurement confounds that make document-derived curriculum data misleading if they are ignored, namely notation drift, selective disclosure, subject-code renumbering, and prerequisite-operator ambiguity, each exposed as a filterable field. One institution, the United Arab Emirates University, is covered by an eleven-edition panel spanning the decade from 2015-2016 to 2025-2026. All twenty-two institutions are represented at the course level.
Read the rest (2 more)
The verbatim course-description prose is not redistributed; its availability, language, and length are recorded in the course table, and its semantic content is provided as non-reproducing sentence embeddings. A pre-registered sampled correctness audit, included with the deposit, places course-code agreement at 100%, credit and prerequisite agreement in the mid-to-high nineties, and substantive title accuracy near 99%.
The deposit includes the analysis code that computes curricular complexity under both the standard all-conjunctive reading and the alternative-aware reading, the integrity-verification script, and the full audit bundle.
Links
Where it is published
- DOI doi.org/10.17632/nff8twc32t.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
- From keywords
- Computer Science & AI · Earth & Environmental Science · Engineering · Higher education · Humanities · Life Sciences · Social Science
- Inferred from text
- Tabular 65%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/nff8twc32t.2 | 12 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].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 | |
| concepts[modality].local:modality:tabular | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| 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 |