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PROV4ITDaTa: Transparent and direct transferof personal data to personal stores

Published: 03 June 2021 Publication History

Abstract

Data is scattered across service providers, heterogeneously structured in various formats. By lack of interoperability, data portability is hindered, and thus user control is inhibited. An interoperable data portability solution for transferring personal data is needed. We demo PROV4ITDaTa: a Web application, that allows users to transfer personal data into an interoperable format to their personal data store. PROV4ITDaTa leverages the open-source solutions RML.io, Comunica, and Solid: (i) the RML.io toolset to describe how to access data from service providers and generate interoperable datasets; (ii) Comunica to query these and more flexibly generate enriched datasets; and (iii) Solid Pods to store the generated data as Linked Data in personal data stores. As opposed to other (hard-coded) solutions, PROV4ITDaTa is fully transparent, where each component of the pipeline is fully configurable and automatically generates detailed provenance trails. Furthermore, transforming the personal data into RDF allows for an interopable solution. By maximizing the use of open-source tools and open standards, PROV4ITDaTa facilitates the shift towards a data ecosystem wherein users have control of their data, and providers can focus on their service instead of trying to adhere to interoperability requirements.

References

[1]
Ben De Meester, Anastasia Dimou, Ruben Verborgh, and E. Mannens. 2017. Detailed Provenance Capture of Data Processing. In Proceedings of the First Workshop on Enabling Open Semantic Science (SemSci), Vol. 1931. CEUR. http://ceur-ws.org/Vol-1931/paper-05
[2]
Ben De Meester, Wouter Maroy, Anastasia Dimou, Ruben Verborgh, and Erik Mannens. 2017. Declarative Data Transformations for Linked Data Generation: the case of DBpedia. In The Semantic Web: 14th International Conference, ESWC 2017, Portoroz̆, Slovenia, May 28 – June 1, 2017, Proceedings, Part II, Vol. 10250. https://doi.org/10.1007/978-3-319-58451-5_3
[3]
Anastasia Dimou, Tom De Nies, Ruben Verborgh, Erik Mannens, and Rik Van de Walle. 2016. Automated Metadata Generation for Linked Data Generation and Publishing Workflows. In Proceedings of the Workshop on Linked Data on the Web co-located with 25th International World Wide Web Conference (WWW2016), Vol. 1593. CEUR. http://events.linkeddata.org/ldow2016/papers/LDOW2016_paper_04.pdf
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Anastasia Dimou, Miel Vander Sande, Pieter Colpaert, Ruben Verborgh, Erik Mannens, and Rik Van de Walle. 2014. RML: A Generic Language for Integrated RDF Mappings of Heterogeneous Data. In Proceedings of the 7th Workshop on Linked Data on the Web, Vol. 1184. CEUR. http://ceur-ws.org/Vol-1184/ldow2014_paper_01.pdf
[5]
Timothy Lebo, Satya Sahoo, Deborah McGuinness, Khalid Belhajjame, James Cheney, David Corsar, Daniel Garijo, Stian Soiland-Reyes, Stephan Zednik, and Jun Zhao. 2013. PROV-O: The PROV Ontology. Recommendation. World Wide Web Consortium (W3C). https://www.w3.org/TR/prov-o/
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A. Sambra, E. Mansour, Sandro Hawke, Maged Zereba, N. Greco, Abdurrahman Ghanem, Dmitri Zagidulin, A. Aboulnaga, and Tim Berners-Lee. 2016. Solid : A Platform for Decentralized Social Applications Based on Linked Data.
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Ruben Taelman, Joachim Van Herwegen, Miel Vander Sande, and Ruben Verborgh. 2018. Comunica: a Modular SPARQL Query Engine for the Web. In The Semantic Web – ISWC 2018: 17th International Semantic Web Conference, Monterey, CA, USA, October 8–12, 2018, Proceedings, Part II, Vol. 11137. Springer, Cham. https://doi.org/10.1007/978-3-030-00668-6_15
[8]
Ruben Verborgh. 2017. Paradigm shifts for the decentralized Web. https://ruben.verborgh.org/blog/2017/12/20/paradigm-shifts-for-the-decentralized-web/

Cited By

View all
  • (2023)Making Sense of Solid for Data Governance and GDPRInformation10.3390/info1402011414:2(114)Online publication date: 12-Feb-2023
  • (2023)Report on the Workshop on Personal Knowledge Graphs (PKG 2021) at AKBC 2021ACM SIGIR Forum10.1145/3582524.358253156:1(1-11)Online publication date: 27-Jan-2023
  • (2022)Exploring Data Intermediaries as Infrastructure for a Human-Centric Data Economy: Speculations & Critical ReflectionsNordic Human-Computer Interaction Conference10.1145/3546155.3547286(1-20)Online publication date: 8-Oct-2022

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cover image ACM Conferences
WWW '21: Companion Proceedings of the Web Conference 2021
April 2021
726 pages
ISBN:9781450383134
DOI:10.1145/3442442
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 03 June 2021

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Author Tags

  1. Data portability
  2. Interoperability
  3. Linked Data
  4. Transparency

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  • Research-article
  • Research
  • Refereed limited

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WWW '21
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WWW '21: The Web Conference 2021
April 19 - 23, 2021
Ljubljana, Slovenia

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Overall Acceptance Rate 1,735 of 7,230 submissions, 24%

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Cited By

View all
  • (2023)Making Sense of Solid for Data Governance and GDPRInformation10.3390/info1402011414:2(114)Online publication date: 12-Feb-2023
  • (2023)Report on the Workshop on Personal Knowledge Graphs (PKG 2021) at AKBC 2021ACM SIGIR Forum10.1145/3582524.358253156:1(1-11)Online publication date: 27-Jan-2023
  • (2022)Exploring Data Intermediaries as Infrastructure for a Human-Centric Data Economy: Speculations & Critical ReflectionsNordic Human-Computer Interaction Conference10.1145/3546155.3547286(1-20)Online publication date: 8-Oct-2022

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