| 论文题目: | Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation |
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| 第一作者: | Del Mondo Geraldine, Peng Peng, Gensel Jerome, Claramunt Christophe etc. |
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| 发表年度: | 2021 |
| 摘 要: | |
| 英文摘要: | This paper introduces a prospective study of the potential of spatio-temporal graphs (ST-graphs) and knowledge graphs (K-graphs) for the modelling of geographical phenomena. While the integration of time within GIS has long been a domain of major interest, alternative modelling and data manipulation approaches derived from graph and knowledge-based principles provide many opportunities for many application domains. We first survey graph principles and how they have been applied to GIS and a few representative domains to date. A comprehensive analysis of the principles behind K-graphs, respective data representation and manipulation capabilities is discussed. The perspectives offered by a close integration of ST-graphs and K-graphs are explored. The whole approach is illustrated and discussed in the context of maritime transportation. |
| 刊物名称: | ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION |
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| 论文类别: | SCI |