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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	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
Sprache:	Inglês
Veröffentlicht:	Springer 2025-08-01
Schriftenreihe:	Complex & Intelligent Systems
Schlagworte:	Geographic knowledge graph Geographic knowledge graph inference Entity class Twin aggregation Attention mechanism
Online-Zugang:	https://doi.org/10.1007/s40747-025-02060-y
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!