OpenSiteRec

OpenSiteRec是一个开放的综合性数据集，旨在促进和推动地点推荐的研究。该数据集利用异构图模式来表示四个国际大都市中各种类型的现实实体和关系。OpenSiteRec涵盖了所有品牌和区域，从而产生了一个广泛、更大和更全面的数据集。此外，OpenSiteRec还提供了足够的可信商业关系，并将不同类型的现实概念组织成一个异构图，以提供更全面的信息。该数据集的应用领域包括品牌发展预测和商业区域规划，旨在通过自动数据驱动的方式预测品牌或机构开设新分支的最佳地点。

OpenSiteRec is an open and comprehensive dataset designed to advance and promote research on location recommendation. It utilizes heterogeneous graph patterns to represent diverse real-world entities and relationships across four international megacities. Covering all brands and regions, OpenSiteRec results in a broad, large-scale and comprehensive dataset. Furthermore, it provides sufficient credible business relationships and organizes various types of real-world concepts into a heterogeneous graph to deliver more comprehensive information. The application scenarios of this dataset include brand development forecasting and commercial district planning, aiming to predict the optimal locations for new branches of brands or institutions through automated data-driven approaches.