Spatial Data Quality in the IoT Era: Management and Exploitation

Huan Li, Bo Tang, Hua Lu, Muhammad Aamir Cheema, Christian S. Jensen

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Abstract

Within the rapidly expanding Internet of Things (IoT), growing amounts of spatially referenced data are being generated. Due to the dynamic, decentralized, and heterogeneous nature of the IoT, spatial IoT data (SID) quality has attracted considerable attention in academia and industry. How to invent and use technologies for managing spatial data quality and exploiting low-quality spatial data are key challenges in the IoT. In this tutorial, we highlight the SID consumption requirements in applications and offer an overview of spatial data quality in the IoT setting. In addition, we review pertinent technologies for quality management and low-quality data exploitation, and we identify trends and future directions for quality-aware SID management and utilization. The tutorial aims to not only help researchers and practitioners to better comprehend SID quality challenges and solutions, but also offer insights that may enable innovative research and applications.

OriginalsprogEngelsk
TitelSIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data
Antal sider9
ForlagAssociation for Computing Machinery
Publikationsdato10 jun. 2022
Sider2474-2482
ISBN (Elektronisk)9781450392495
DOI
StatusUdgivet - 10 jun. 2022
Begivenhed2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022 - Virtual, Online, USA
Varighed: 12 jun. 202217 jun. 2022

Konference

Konference2022 ACM SIGMOD International Conference on the Management of Data, SIGMOD 2022
Land/OmrådeUSA
ByVirtual, Online
Periode12/06/202217/06/2022
SponsorACM Special Interest Group on Management of Data (SIGMOD)
NavnProceedings of the ACM SIGMOD International Conference on Management of Data
ISSN0730-8078

Emneord

  • geo-sensory data
  • internet of things
  • quality management

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