🎓 Academic Intelligence (ACADINT)
Research Output, Collaboration, and Expertise
Research & Technical
Sources
6
5 no-auth
Mission domains
6
reach
Data points
3
covered
Related INT
4
disciplines
🔌 Sources for Academic Intelligence (6)
| Source | Category | Auth | Format | |
|---|---|---|---|---|
| arXiv / Semantic Scholar Academic literature & preprints. | ACADINT | NONE | json | home↗ api↗ |
| arXiv API Preprint research. | Academic | NONE | xml | home↗ api↗ |
| ICOM Red Lists At-risk cultural objects reference. | Art & Antiquities | NONE | html | home↗ |
| OpenAlex Open scholarly entity graph. | Reference | NONE | json | home↗ api↗ |
| Semantic Scholar Scholarly graph API. | Academic | NONE | json | home↗ api↗ |
| IUCN Red List Threatened-species status authority. | Wildlife Trafficking | KEY | json | home↗ api↗ |
🎯 Mission Domains served
🎫 Data Points
🔍 Lookup
📊 Pre-built Queries · Academic Intelligence
🔄 Live Datasets & APIs (4 key-free · ingestible)
📜 Playbook — Academic Intelligence collection
- Direction — frame the requirement for Academic Intelligence: what decision does this support, by when?
- Collection — collect from the 6 mapped sources (5 free) — filter the catalog by ACADINT; capture provenance and observe OPSEC.
- Processing — normalize, de-duplicate and enrich the collected data.
- Analysis — correlate against local holdings; apply ACH; assign confidence.
- Dissemination — open a case, draft a report, share via STIX/MISP.
- Feedback — set an alert rule / watchlist to monitor for change.
⚡ AI Skills & Automation
Automate unattended via the cron pipeline (collect → ingest → resolve → enrich → score → alert).
🧩 Advanced Capabilities
🔗 Pivot to related disciplines
✨ Enrichment pathways
🎯 Mission
Academic Intelligence collects the world's scholarly output — preprints, journal articles, grant awards, theses, conference proceedings and researcher networks — to expose where emerging and dual-use technology is being developed and by whom. It answers which labs and individuals lead a research front, how they are funded, and where foreign talent-recruitment or collaboration risk concentrates.
📡 Collection methods
- Systematic harvesting of preprint servers (arXiv, bioRxiv, SSRN) for early emerging-tech signals
- Author disambiguation and co-authorship network mapping across OpenAlex and Semantic Scholar
- Grant and funding-award tracking from NSF, CORDIS and NIH RePORTER
- Backward/forward citation and citation-burst analysis to detect fast-rising research fronts
- ORCID and institutional-repository scraping to reconstruct researcher career trajectories
- Conference program-committee and proceedings monitoring for community leadership
- Retraction and research-integrity monitoring via Retraction Watch
📚 Key sources & datasets
🎫 Data points produced
🔧 Tools & frameworks
- OpenAlex API
- Publish or Perish
- VOSviewer
- CiteSpace
- Gephi
- Zotero
- OpenRefine
📜 Academic Intelligence Tradecraft
- Collect publications, preprints and grant awards for the target technology domain across OpenAlex and CORDIS
- Deduplicate and disambiguate authors via ORCID and affiliation normalization into a single researcher graph
- Run co-authorship and citation-burst analysis in VOSviewer to surface rising research fronts and anchor labs
- Resolve institutional and national affiliations, flagging dual-affiliation and talent-program links
- Publish a technology-watch brief with network maps and top-mover researchers
- Cue PATENTINT and HUMINT on the priority labs and individuals for follow-on collection
📊 Dashboard KPIs
New papers/wkRising frontsTop labs trackedDual-affiliation flagsGrant $ tracked
🔍 Pre-built queries
🔗 Cross-discipline pivots
🧩 Advanced Capabilities
Workstation · Copilot · AI Skills · Automation · Playbooks · Lookups · Docs · Reports
🤖 AI Copilot
⚡ AI Skills
🔍 Lookup & Enrich
📚 Docs & Reports
💡 Recommendations
- Explore related tools below
- Automate recurring work via cron