Timespan-aware dynamic knowledge graph embedding by incorporating temporal evolution

• المؤلفون الرئيسيون: Tang, Xiaoli, Yuan, Rui, Li, Qianyu, Wang, Tengyun, Yang, Haizhi, Cai, Yundong, Song, Hengjie
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Knowledge Graph Embedding; Gated Recurrent Units
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145797
• المؤسسة: Nanyang Technological University

Recently, Knowledge Graph Embedding (KGE) has attracted considerable research efforts, since it simplifies the manipulation while preserving the inherent structure of the KG. However to some extent, most existing KGE approaches ignore the historical changes of structural information involved in dyna...