Interactive tools
Transport Atlas → — Browsable atlas of 120,000+ papers across 34 transportation journals (TR A-F, T-ITS, T-IV, Transportation Science, TRR, CACIE, JTTE, Comm. in TR, …) from 1967 to today. Includes:
- Full-text Explorer — search and filter all 120k papers by title, author, year, venue, and citation count.
- Coauthor Network — 41k connected researchers, 83k coauthor edges, 172 Leiden communities with TF-IDF topic labels.
- Topic Space — SPECTER2 paper embeddings aggregated to authors and projected to 2D with UMAP; click any author to see semantic neighbors and topic trajectory by year.
- Trajectories — four-class career-arc taxonomy (stayer, drifter, returner, switcher) of 3,500+ active researchers.
- Reviewer Finder — paste a paper’s title and abstract; get a ranked list of suggested reviewers from the corpus, with COI filtering against the coauthor graph.
Code
https://github.com/UMN-Choi-Lab/DGMinTransportation
https://github.com/UMN-Choi-Lab/BO4Mob
https://github.com/benchoi93/TrajGAIL