论文题目: |
Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation |
第一作者: |
Del Mondo Geraldine, Peng Peng, Gensel Jerome, Claramunt Christophe etc. |
联系作者: |
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发表年度: |
2021 |
摘 要: |
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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 |
全文链接: |
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论文类别: |
SCI |