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Robust Interpolation of Arbitrary-Dimensional Moving Regions in Databases

Published: 29 October 2024 Publication History

Abstract

Moving Objects Databases are designed to store, process and efficiently search for database objects with attributes that can change over time. Examples are moving points, that change position over time, or, as a more complex data type, moving regions that can also change shape. For moving regions to be practically usable, methods for creating those objects have to be provided. The prevailing method for 2-dimensional moving regions is to create an interpolation of two static regions. Since this is a non-trivial task, this is referred to as the "Region Interpolation Problem", which still can not be considered as solved, since several unsolved questions remain. This work strives to give an overview on the Region Interpolation Problem, discuss an extension to 3d and higher dimensions and to present and discuss solutions to address some of the remaining obstacles.

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      cover image ACM Conferences
      GeoSearch '24: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Searching and Mining Large Collections of Geospatial Data
      October 2024
      53 pages
      ISBN:9798400711480
      DOI:10.1145/3681769
      This work is licensed under a Creative Commons Attribution International 4.0 License.

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      Published: 29 October 2024

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      Author Tags

      1. moving objects
      2. spatial data
      3. spatiotemporal data

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