CRUISEResearchGroup/Massive-STEPS-Melbourne
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-Melbourne
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资源简介：
Massive-STEPS是一个大规模的语义轨迹数据集，用于理解POI签到。该数据集包含来自10个国家的15个城市的签到数据，数据来源于Semantic Trails Dataset和Foursquare Open Source Places。数据集旨在促进轨迹预测、POI推荐和城市建模等研究领域的研究。数据集强调地理多样性、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
