Entity class-restricted twin attention-based aggregation for geographic knowledge graph inference

Abstract Geographic knowledge graphs (GeoKGs) describe and simulate geographic phenomena by storing geographic entities with their semantic relations, providing a foundation for many real-world tasks such as urban function identification. However, GeoKGs are often incomplete due to manual constructi...

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Principais autores:	Jinlan Kong, Xiaohui He, Haichuan Fang, Roujia Ji, Peng Yang, Shuang Li, Haofei Li, Haonan Sun, Mengjia Qiao, Panle Li, Xijie Cheng, Qinglei Zhou, Jiandong Shang
Formato:	Artigo
Idioma:	Inglês
Publicado:	Springer 2025-08-01
Series:	Complex & Intelligent Systems
Assuntos:	Geographic knowledge graph Geographic knowledge graph inference Entity class Twin aggregation Attention mechanism
Acceso en liña:	https://doi.org/10.1007/s40747-025-02060-y
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