--- title: "Transportation — papers — Elamur Research" description: "Transportation: 7 papers of the Elamur Research library, the most cited first — our summary of each, its ideas, references and who cites it." canonical: "https://research.elamur.ai/free/en/shelves/social-sciences/transportation/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/shelves/social-sciences/transportation/) [home](https://md.research.elamur.ai/free/en/) / [shelves](https://md.research.elamur.ai/free/en/shelves/) / [Social Sciences](https://md.research.elamur.ai/free/en/shelves/social-sciences/) / Transportation # 🤝 Transportation 7 papers · the most cited first · [all shelves](https://md.research.elamur.ai/free/en/shelves/) Transportation is a subfield of Social Sciences in the OpenAlex classification of science. The topics most of its papers here are on: «Human Mobility and Location-Based Analysis». ## Papers (7) 1. [**SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition**Zechen Li, Shohreh Deldari, Linyao Chen, et al.*2025 · 27 citations*](https://md.research.elamur.ai/free/en/papers/li-2025-sensorllm-aligning-large-language-models/) 2. [**UL2C: Mapping User Locations to Countries on Arabic Twitter**Hamdy Mubarak, Sabit Hassan*2021 · 4 citations*](https://md.research.elamur.ai/free/en/papers/mubarak-2021-ul2c-mapping-user-locations-countries/) 3. [**MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation**Xiaotong Ye, Nicolas Bougie, Toshihiko Yamasaki, et al.*2026 · 2 citations*](https://md.research.elamur.ai/free/en/papers/ye-2026-mobilecity-efficient-framework-large-scale/) 4. [**Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation**Dongyi Lv, Qiuyu Ding, Heng-Da Xu, et al.*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/lv-2026-reasoning-over-space-enabling-geographic/) 5. [**Similar Region Search using LLMs on Spatial Feature Space**Al-Amin Sany, Mohaiminul Islam, Tanzima Hashem, et al.*2026*](https://md.research.elamur.ai/free/en/papers/sany-2026-similar-region-search-llms-spatial/) 6. [**Social Construction of Urban Space: Using LLMs to Identify Neighborhood Boundaries From Craigslist Ads**Adam Visokay, Ruth Bagley, Chris Hess, et al.*2026*](https://md.research.elamur.ai/free/en/papers/visokay-2026-social-construction-urban-space-llms/) 7. [**TravelBehaviorQA: A Benchmark Dataset for Behavioral Interpretation of GPS Trajectories**Dongyang Zhen, Niping Duan, Huan Zhou, et al.*2026*](https://md.research.elamur.ai/free/en/papers/zhen-2026-travelbehaviorqa-benchmark-dataset-behavioral-interpretation/) Updated 2 November 2026 - [← previous subfield Sociology and Political Science](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) - [next subfield → Urban Studies](https://md.research.elamur.ai/free/en/shelves/social-sciences/urban-studies/) - [↑ back to Social Sciences](https://md.research.elamur.ai/free/en/shelves/social-sciences/)