Exploring large language models for human mobility prediction under public events
Public events, such as concerts and sports games, can be major attractors for large crowds,
leading to irregular surges in travel demand. Accurate human mobility prediction for public …
leading to irregular surges in travel demand. Accurate human mobility prediction for public …
BB-GeoGPT: A framework for learning a large language model for geographic information science
Large language models (LLMs) exhibit impressive capabilities across diverse tasks in
natural language processing. Nevertheless, challenges arise such as large model …
natural language processing. Nevertheless, challenges arise such as large model …
When Geoscience Meets Foundation Models: Toward a general geoscience artificial intelligence system
Artificial intelligence (AI) has significantly advanced Earth sciences, yet its full potential in to
comprehensively modeling Earth's complex dynamics remains unrealized. Geoscience …
comprehensively modeling Earth's complex dynamics remains unrealized. Geoscience …
Urban foundation models: A survey
Machine learning techniques are now integral to the advancement of intelligent urban
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
GeoGPT: understanding and processing geospatial tasks through an autonomous GPT
Decision-makers in GIS need to combine a series of spatial algorithms and operations to
solve geospatial tasks. For example, in the task of facility siting, the Buffer tool is usually first …
solve geospatial tasks. For example, in the task of facility siting, the Buffer tool is usually first …
Correctness Comparison of ChatGPT‐4, Gemini, Claude‐3, and Copilot for Spatial Tasks
HH Hochmair, L Juhász, T Kemp - Transactions in GIS, 2024 - Wiley Online Library
Generative AI including large language models (LLMs) has recently gained significant
interest in the geoscience community through its versatile task‐solving capabilities including …
interest in the geoscience community through its versatile task‐solving capabilities including …
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models
Machine learning techniques are now integral to the advancement of intelligent urban
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
services, playing a crucial role in elevating the efficiency, sustainability, and livability of …
[HTML][HTML] ChatGeoAI: Enabling Geospatial Analysis for Public through Natural Language, with Large Language Models
A Mansourian, R Oucheikh - ISPRS International Journal of Geo …, 2024 - mdpi.com
Large Language Models (LLMs) such as GPT, BART, and Gemini stand at the forefront of
Generative Artificial Intelligence, showcasing remarkable prowess in natural language …
Generative Artificial Intelligence, showcasing remarkable prowess in natural language …
A GPT-enhanced framework on knowledge extraction and reuse for geographic analysis models in Google Earth Engine
Geographic analysis models are becoming increasingly important in the era of geospatial
big data. As a cloud platform that combines massive geospatial data resources with powerful …
big data. As a cloud platform that combines massive geospatial data resources with powerful …