CRUISEResearchGroup/Massive-STEPS-Shanghai
收藏Hugging Face2025-09-26 更新2025-10-18 收录
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https://hf-mirror.com/datasets/CRUISEResearchGroup/Massive-STEPS-Shanghai
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资源简介：
Massive-STEPS 是一个大规模的语义轨迹数据集，旨在理解兴趣点签到。该数据集来源于 Semantic Trails Dataset 和 Foursquare Open Source Places，并包括来自 10 个国家的 15 个城市的签到数据。数据集设计用于促进轨迹预测、兴趣点推荐和城市建模等领域的研究。Massive-STEPS 强调了轨迹数据集的地域多样性、规模、语义丰富性和可重复性。
Massive-STEPS is a large-scale dataset of semantic trajectories intended for understanding POI check-ins. The dataset is derived from the Semantic Trails Dataset and Foursquare Open Source Places, and includes check-in data from 15 cities across 10 countries. The dataset is designed to facilitate research in various domains, including trajectory prediction, POI recommendation, and urban modeling. Massive-STEPS emphasizes the importance of geographical diversity, scale, semantic richness, and reproducibility in trajectory datasets.
提供机构：
CRUISEResearchGroup
