# 🧭 The Post-ChatGPT Computer Science Revolution **UQO Working Paper No. 44** — *A Comprehensive Systematic Mapping, Bibliometric Analysis, and Knowledge Graph of Computer Science Research, 2022–2026* [](manuscript/) [](requirements.txt) [](data/raw/README.md) [](reproducibility/) [](https://uqo.ca) [](mailto:simon-pierre.boucher@uqo.ca) > **TL;DR** — Field-level systematic mapping of computer-science research from 2018-01-01 to 2026-11-02 (baseline > 2018 → 2022-11-29; post-ChatGPT window 2022-11-30 → 2026-11-02) built from the full OpenAlex public snapshot > (release 2026-10-14; 464.8 M works scanned, 15.49 M with a computer-science topic in 2018–2026), the DBLP dump of > 2026-11-02 (8.84 M records), the arXiv `cs` OAI-PMH harvest (915 k records) and the ACL Anthology (139 k entries), > linked, deduplicated and classified into a 40-category ontology; bibliometric, network, semantic, structural-change and > emerging-topic analyses; knowledge graph with provenance; preregistered protocol (`protocol/PROTOCOL.md`). > Status: Phase 1 (corpus) in progress — see `PROJECT_STATUS.md`. --- ## 📌 Status | Item | Value | |---|---| | Version | 0.1 (November 2026, in preparation) | | SSRN | not yet submitted | | Journal | — | | Code & data | reproducible from `ingestion/` → `bibliometrics/` → `manuscript/` (see Quick start); raw snapshots not redistributed (manifests, ledgers and SHA-256 hashes are) | ## 🎯 What this paper does Mandate: `CLAUDE.md` (verbatim). Design: `RESEARCH_PLAN.md`. Protocol: `protocol/PROTOCOL.md` (frozen 2026-11-02; amendments in `protocol/amendments.csv`). Feasibility audit: `reports/PHASE0_FEASIBILITY.md`. ## 🗂 Repository layout ``` wp44/ (spbgit: wp44_uqo.git) ├── CLAUDE.md · RESEARCH_PLAN.md · PROJECT_STATUS.md · protocol/{PROTOCOL.md,amendments.csv} ├── ingestion/ openalex_snapshot.py (S3 snapshot → CS JSONL + slim table, SHA-256 ledger), openalex_entities.py, │ openalex_api_increment.py, dblp_parse.py, dblp_streams.py, arxiv_oai.py, acl_parse.py, │ build_corpus.py (normalised Parquet tables), link_sources.py (record linkage, DuckDB) ├── taxonomy/ ontology.yaml (40 leaves, 8 areas), topic_map.csv, ONTOLOGY.md, src/ (mapping data), build_ontology.py ├── embeddings/ · knowledge_graph/ · bibliometrics/ · econometrics/ · systematic_review/ · literature_synthesis/ ├── experiments/ emerging-research detection framework ├── agents/ briefs/ (one per agent), REGISTER.md (artefacts exchanged, who verified what) ├── data/ raw/README.md (provenance), metadata/ (manifests, ledgers, PRISMA counts, linkage report), processed/ (not in git) ├── figures/ · tables/ · reports/ · tests/ · reproducibility/ └── manuscript/ main.tex, sections/, appendices/, references.bib, figures/, tables/ (mandate §12 layout) ``` ## 🚀 Quick start (compute node M3U96b, `~/wp44_uqo`) ```bash uv venv --python 3.12 .venv && . .venv/bin/activate && uv pip install -r requirements.txt python ingestion/openalex_snapshot.py --out data/raw/openalex/works --manifest data/raw/openalex/works_manifest_2026-10-14.json --workers 8 python ingestion/openalex_entities.py --out data/raw/openalex python ingestion/dblp_parse.py --xml data/raw/dblp/dblp.xml.gz --out data/raw/dblp python ingestion/arxiv_oai.py --out data/raw/arxiv --from 2018-01-01 --until 2026-11-02 python ingestion/acl_parse.py --bib data/raw/acl/anthology+abstracts.bib.gz --out data/raw/acl python ingestion/build_corpus.py --cs-dir data/raw/openalex/works/cs --out data/processed --workers 12 python ingestion/link_sources.py --root ~/wp44_uqo ``` ## 🗃 Data See `data/raw/README.md` and `reports/PHASE0_FEASIBILITY.md`. Licences: OpenAlex CC0; DBLP ODC-BY 1.0; arXiv metadata (CC0 terms of the OAI-PMH feed); ACL Anthology CC BY 4.0. Semantic Scholar was not used (API key required; recorded). ## 📝 Notes (deviations from the UQO working-paper standard) - The manuscript lives in `manuscript/` (mandate §12) instead of `paper/`; the title page and preamble follow the UQO template. - Phase status and human-review checkpoints: `PROJECT_STATUS.md`, `protocol/PROTOCOL.md` §P7.