Wittek, Kevin und Wittek, Neslihan und Lawton, James und Dohndorf, Iryna und Weinert, Alexander und Ionita, Andrei (2021) A Blockchain-Based Approach to Provenance and Reproducibility in Research Workflows. In: 3rd IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021. Institute of Electrical and Electronics Engineers Communications Society. IEEE International Conference on Blockchain and Cryptocurrency, 2021-05-03 - 2021-05-06, Virtual Conference. doi: 10.1109/ICBC51069.2021.9461139. ISBN 978-166543578-9.
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Kurzfassung
The traditional Proof of Existence blockchain service on the Bitcoin network can be used to verify the existence of any research data at a specific point of time, and to validate the data integrity, without revealing its content. Several variants of the blockchain service exist to certify the existence of data relying on cryptographic fingerprinting, thus enabling an efficient verification of the authenticity of such certifications. However, nowadays research data is continuously changing and being modified through different processing steps in most scientific research workflows such that certifications of individual data objects seem to be constantly outdated in this setting. This paper describes how the blockchain and distributed ledger technology can be used to form a new certification model, that captures the research process as a whole in a more meaningful way, including the description of the used data through its different stages and the associated computational pipeline, code for analysis and the experimental design. The scientific blockchain infrastructure bloxberg, together with a deep learning based analysis from the behavioral science field are used to show the applicability of the approach.
elib-URL des Eintrags: | https://elib.dlr.de/142470/ | ||||||||||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||||||||||
Titel: | A Blockchain-Based Approach to Provenance and Reproducibility in Research Workflows | ||||||||||||||||||||||||||||
Autoren: |
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Datum: | 2021 | ||||||||||||||||||||||||||||
Erschienen in: | 3rd IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021 | ||||||||||||||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||||||||||||||
Open Access: | Ja | ||||||||||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||||||||||
In SCOPUS: | Ja | ||||||||||||||||||||||||||||
In ISI Web of Science: | Ja | ||||||||||||||||||||||||||||
DOI: | 10.1109/ICBC51069.2021.9461139 | ||||||||||||||||||||||||||||
Verlag: | Institute of Electrical and Electronics Engineers Communications Society | ||||||||||||||||||||||||||||
ISBN: | 978-166543578-9 | ||||||||||||||||||||||||||||
Status: | akzeptierter Beitrag | ||||||||||||||||||||||||||||
Stichwörter: | Blockchain, ethereum, bloxberg, open science, integrity, reproducibility | ||||||||||||||||||||||||||||
Veranstaltungstitel: | IEEE International Conference on Blockchain and Cryptocurrency | ||||||||||||||||||||||||||||
Veranstaltungsort: | Virtual Conference | ||||||||||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||||||||||
Veranstaltungsbeginn: | 3 Mai 2021 | ||||||||||||||||||||||||||||
Veranstaltungsende: | 6 Mai 2021 | ||||||||||||||||||||||||||||
Veranstalter : | IEEE ComSoc | ||||||||||||||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||||||
HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||||||
HGF - Programmthema: | Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||||||
DLR - Forschungsgebiet: | R SY - Technik für Raumfahrtsysteme | ||||||||||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | R - Aufgaben SISTEC | ||||||||||||||||||||||||||||
Standort: | Köln-Porz | ||||||||||||||||||||||||||||
Institute & Einrichtungen: | Institut für Simulations- und Softwaretechnik > Verteilte Systeme und Komponentensoftware Institut für Simulations- und Softwaretechnik | ||||||||||||||||||||||||||||
Hinterlegt von: | Weinert, Alexander | ||||||||||||||||||||||||||||
Hinterlegt am: | 31 Mai 2021 08:49 | ||||||||||||||||||||||||||||
Letzte Änderung: | 24 Apr 2024 20:42 |
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