Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach

Stefan W. Driessen; Geert Monsieur; Willem Jan van den Heuvel; Damian A. Tamburri

doi:10.1007/978-3-030-87568-8_8

Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach

Stefan W. Driessen (Corresponding author-nrf)
, Geert Monsieur
, Willem Jan van den Heuvel
, Damian A. Tamburri

Data Governance

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

1 Citaat (Scopus)

Samenvatting

Data Markets are becoming increasingly popular but are very challenging to deploy and maintain successfully. We discuss some of the challenges related to the success of data markets, focusing particularly on the diverse challenge of assessing data quality. We introduce a novel, holistic approach whereby a blockchain-based smart contract called a Quality Assessment contract allows an actor called the quality assessor to assess the quality of a data asset, provide immutable proof of their efforts on the blockchain, and get rewarded for their efforts proportionally to the value of their quality assessment efforts. We discuss how such an approach could be used in practice to assess the quality of different data assets and discuss some architectural considerations for using a quality assessment contract.

Originele taal-2	Engels
Titel	Service-Oriented Computing
Subtitel	15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings
Redacteuren	Johanna Barzen
Plaats van productie	Cham
Uitgeverij	Springer
Pagina's	119-130
Aantal pagina's	12
ISBN van elektronische versie	978-3-030-87568-8
ISBN van geprinte versie	978-3-030-87567-1
DOI's	https://doi.org/10.1007/978-3-030-87568-8_8
Status	Gepubliceerd - 26 sep. 2021
Evenement	15th Symposium and Summer School on Service Oriented Computing, SummerSOC 2021 - Virtual, Online Duur: 13 sep. 2021 → 17 sep. 2021

Publicatie series

Naam	Communications in Computer and Information Science (CCIS)
Volume	1429
ISSN van geprinte versie	1865-0929
ISSN van elektronische versie	1865-0937

Congres

Congres	15th Symposium and Summer School on Service Oriented Computing, SummerSOC 2021
Stad	Virtual, Online
Periode	13/09/21 → 17/09/21

Bibliografische nota

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

Toegang tot document

10.1007/978-3-030-87568-8_8

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Link naar publicatie in Scopus

Citeer dit

Driessen, S. W., Monsieur, G., van den Heuvel, W. J., & Tamburri, D. A. (2021). Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach. In J. Barzen (editor), Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings (blz. 119-130). (Communications in Computer and Information Science (CCIS); Vol. 1429). Springer. https://doi.org/10.1007/978-3-030-87568-8_8

Driessen, Stefan W. ; Monsieur, Geert ; van den Heuvel, Willem Jan et al. / Validated Data Quality Assessment with “Skin in the Game” : A Smart Contract Approach. Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings. redacteur / Johanna Barzen. Cham : Springer, 2021. blz. 119-130 (Communications in Computer and Information Science (CCIS)).

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title = "Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach",

abstract = "Data Markets are becoming increasingly popular but are very challenging to deploy and maintain successfully. We discuss some of the challenges related to the success of data markets, focusing particularly on the diverse challenge of assessing data quality. We introduce a novel, holistic approach whereby a blockchain-based smart contract called a Quality Assessment contract allows an actor called the quality assessor to assess the quality of a data asset, provide immutable proof of their efforts on the blockchain, and get rewarded for their efforts proportionally to the value of their quality assessment efforts. We discuss how such an approach could be used in practice to assess the quality of different data assets and discuss some architectural considerations for using a quality assessment contract.",

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note = "Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; 15th Symposium and Summer School on Service Oriented Computing, SummerSOC 2021 ; Conference date: 13-09-2021 Through 17-09-2021",

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Driessen, SW , Monsieur, G , van den Heuvel, WJ & Tamburri, DA 2021, Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach. in J Barzen (uitgave), Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings. Communications in Computer and Information Science (CCIS), vol. 1429, Springer, Cham, blz. 119-130, 15th Symposium and Summer School on Service Oriented Computing, SummerSOC 2021, Virtual, Online, 13/09/21. https://doi.org/10.1007/978-3-030-87568-8_8

Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach. / Driessen, Stefan W. (Corresponding author-nrf); Monsieur, Geert ; van den Heuvel, Willem Jan et al.
Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings. uitgave / Johanna Barzen. Cham: Springer, 2021. blz. 119-130 (Communications in Computer and Information Science (CCIS); Vol. 1429).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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AB - Data Markets are becoming increasingly popular but are very challenging to deploy and maintain successfully. We discuss some of the challenges related to the success of data markets, focusing particularly on the diverse challenge of assessing data quality. We introduce a novel, holistic approach whereby a blockchain-based smart contract called a Quality Assessment contract allows an actor called the quality assessor to assess the quality of a data asset, provide immutable proof of their efforts on the blockchain, and get rewarded for their efforts proportionally to the value of their quality assessment efforts. We discuss how such an approach could be used in practice to assess the quality of different data assets and discuss some architectural considerations for using a quality assessment contract.

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Driessen SW , Monsieur G , van den Heuvel WJ , Tamburri DA. Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach. In Barzen J, redacteur, Service-Oriented Computing: 15th Symposium and Summer School, SummerSOC 2021, Virtual Event, September 13–17, 2021, Proceedings. Cham: Springer. 2021. blz. 119-130. (Communications in Computer and Information Science (CCIS)). doi: 10.1007/978-3-030-87568-8_8

Validated Data Quality Assessment with “Skin in the Game”: A Smart Contract Approach

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