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
Format:	Artigo
Jezik:	Inglês
Izdano:	Springer 2025-08-01
Serija:	Complex & Intelligent Systems
Teme:	Geographic knowledge graph Geographic knowledge graph inference Entity class Twin aggregation Attention mechanism
Online dostop:	https://doi.org/10.1007/s40747-025-02060-y
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