Practical synthetic human trajectories generation based on variational point processes

Q Long, H Wang, T Li, L Huang, K Wang, Q Wu… - Proceedings of the 29th …, 2023 - dl.acm.org
Human trajectories, reflecting people's travel patterns and the range of activities, are crucial
for the applications like urban planning and epidemic control. However, the real-world …

Large language models as urban residents: An llm agent framework for personal mobility generation

J Wang, R Jiang, C Yang, Z Wu, M Onizuka… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper introduces a novel approach using Large Language Models (LLMs) integrated
into an agent framework for flexible and effective personal mobility generation. LLMs …

Big data for traffic estimation and prediction: a survey of data and tools

W Jiang, J Luo - Applied System Innovation, 2022 - mdpi.com
Big data have been used widely in many areas, including the transportation industry. Using
various data sources, traffic states can be well estimated and further predicted to improve the …

SenseMap: Urban performance visualization and analytics via semantic textual similarity

J Chen, Q Huang, C Wang, C Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As urban populations grow, effectively accessing urban performance measures such as
livability and comfort becomes increasingly important due to their significant socioeconomic …

[HTML][HTML] Quantifying urban function accessibility and its effect on population mobility based on function-associated population mobility network

X Liu, R Li, J Cai, B Li, Y Li - … Journal of Applied Earth Observation and …, 2024 - Elsevier
Due to rapid urbanization and globalization, urban functions are increasingly segregated in
cities comprising centers of population aggregation and economic activity. Urban …

GODDAG: generating origin-destination flow for new cities via domain adversarial training

C Rong, J Feng, J Ding - IEEE Transactions on Knowledge and …, 2023 - ieeexplore.ieee.org
Origin-destination (OD) flow data, which reflects population mobility patterns in the city, is
very important in many urban applications, such as urban planning and public resource …

How do urban services facilities affect social segregation among people of different economic levels? A case study of Shenzhen city

Y Wu, Y Yao, S Ren, S Zhang… - … and Planning B: Urban …, 2023 - journals.sagepub.com
Social segregation hinders the development of cities and has become a hot topic in urban
research. Existing studies have focused on the difference in the distribution of crowd …

Delineation of the urban-rural boundary through data fusion: Applications to improve urban and rural environments and promote intensive and healthy urban …

J Zhang, X Yuan, X Tan, X Zhang - International Journal of Environmental …, 2021 - mdpi.com
As one of the most important methods for limiting urban sprawl, the accurate delineation of
the urban–rural boundary not only promotes the intensive use of urban resources, but also …

Nonlinear effects of public transport accessibility on urban development: A case study of mountainous city

L Gao, HY Chong, W Zhang, Z Li - Cities, 2023 - Elsevier
The increasing pace of urbanization has given rise to numerous challenges in urban areas,
including limited land resources, severe traffic congestion, and environmental degradation …

Predicting citywide crowd dynamics at big events: A deep learning system

R Jiang, Z Cai, Z Wang, C Yang, Z Fan… - ACM Transactions on …, 2022 - dl.acm.org
Event crowd management has been a significant research topic with high social impact.
When some big events happen such as an earthquake, typhoon, and national festival, crowd …