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