Efficient generation of spatiotemporal relationships from spatial data streams and static data
作者:
Highlights:
• Define three types of spatiotemporal relationships (SRs).
• Design a novel spatiotemporal index that supports the efficient generation of SRs.
• Devise an algorithm that prunes the search space and rapidly calculates SRs.
• Evaluate the performance of the proposed approach using real-world datasets.
• Report the effectiveness and efficiency of the proposed approach.
摘要
•Define three types of spatiotemporal relationships (SRs).•Design a novel spatiotemporal index that supports the efficient generation of SRs.•Devise an algorithm that prunes the search space and rapidly calculates SRs.•Evaluate the performance of the proposed approach using real-world datasets.•Report the effectiveness and efficiency of the proposed approach.
论文关键词:Spatiotemporal relationship,Data stream,Spatiotemporal indexing
论文评审过程:Received 24 March 2019, Revised 16 December 2019, Accepted 11 January 2020, Available online 24 January 2020, Version of Record 24 January 2020.
论文官网地址:https://doi.org/10.1016/j.ipm.2020.102205