利用基于扩散模型的轨迹生成框架模拟人类流动性

IF 4.3 1区地球科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

International Journal of Geographical Information Science Pub Date : 2024-02-06 DOI:10.1080/13658816.2024.2312199

Chen Chu, Hengcai Zhang, Peixiao Wang, Feng Lu

引用次数: 0

摘要

大多数移动性建模方法都是为解决特定任务而设计的，这就导致了其通用性不足的问题。受基础模型绽放的启发，我们提出了T...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Simulating human mobility with a trajectory generation framework based on diffusion model

Most mobility modeling methods are designed to solve specific tasks, leading to questions regarding their deficiency in generalizability. Inspired by the bloom of foundation models, we proposed a T...

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来源期刊

International Journal of Geographical Information Science 地学-计算机：信息系统

CiteScore

11.00

自引率

7.00%

发文量

审稿时长

9 months

期刊介绍： International Journal of Geographical Information Science provides a forum for the exchange of original ideas, approaches, methods and experiences in the rapidly growing field of geographical information science (GIScience). It is intended to interest those who research fundamental and computational issues of geographic information, as well as issues related to the design, implementation and use of geographical information for monitoring, prediction and decision making. Published research covers innovations in GIScience and novel applications of GIScience in natural resources, social systems and the built environment, as well as relevant developments in computer science, cartography, surveying, geography and engineering in both developed and developing countries.