MSEN-GRP: A Geographic Relations Prediction Model Based on Multi-Layer Similarity Enhanced Networks for Geographic Relations Completion

MSEN-GRP: A Geographic Relations Prediction Model Based on Multi-Layer Similarity Enhanced Networks for Geographic Relations Completion

Geographic relation completion contributes greatly to improving the quality of large-scale geographic knowledge graphs (GeoKGs). However, the internal features of a GeoKG used in large-scale GeoKGs embedding are often limited by the weak connectivity between geographic entities (geo-entities). If th...

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Bibliographic Details
Main Authors: Zongcai Huang, Peiyuan Qiu, Li Yu, Feng Lu
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
geographic knowledge graph
relation completion
representation learning
similarity network
relation prediction
Online Access:https://www.mdpi.com/2220-9964/11/9/493

Internet

https://www.mdpi.com/2220-9964/11/9/493

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