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Exploring GDPR Compliance Over ProvenanceGraphs Using SHACL

Harshvardhan J. Pandit
2018 Zenodo  
We extend this work through our model for evaluation of GDPR compliance using SHACL to validate the correctness and completeness of information.  ...  The model describes the creation of a compliance graph consisting of information required to document and demonstrate compliance linked to specific articles and obligations within the GDPR using the GDPRtEXT  ...  14th International Conference on Semantic Systems, Vienna, Austria. 2018 proceedings: http://ceur-ws.org/Vol-2198/paper_120.pdf Exploring GDPR Compliance Over Provenance Graphs Using SHACL 3 Pandit  ... 
doi:10.5281/zenodo.3246493 fatcat:dqfng6r7jbbdvdq2qbiczwutke

Representing Activities associated with Processing of Personal Data and Consent using Semantic Web for GDPR Compliance

Harshvardhan J. Pandit, Dave Lewis, Declan O'Sullivan
2020 Zenodo  
This thesis presents the use of semantic web technologies to represent and associate information regarding processing of personal data and consent with GDPR for assistance with its compliance.  ...  This has resulted in research involving use of technological resources to meet and evaluate compliance requirements.  ...  This work is presented in Section 6.1. 8. " Exploring GDPR Compliance Over Provenance Graphs Using SHACL" [59] H. J. Pandit, D. O'Sullivan, and D.  ... 
doi:10.5281/zenodo.3795513 fatcat:qmyotfakhjcdxoksp6pff2uzfm

Towards Knowledge-Based Systems for GDPRCompliance

Harshvardhan J. Pandit, Declan O'Sullivan, Dave Lewis
2019 Zenodo  
Through this paper, we describe how open and shared technologies targeted towards GDPR and its compliance can be used to create knowledge-based systems.  ...  The General Data Protection Regulation (GDPR) enforces larger responsibilities upon organisations and provides motivation for the use of technological measures that can ease its compliance.  ...  One possibility we intend to explore is the use of SHACL 2 , which is a constraint expression language for RDF, to define sets of constraints related to GDPR obligations.  ... 
doi:10.5281/zenodo.3246477 fatcat:dye3b4csl5dnrishcxmnl6e2ce

DPCat: Specification for an Interoperable and Machine-Readable Data Processing Catalogue based on GDPR

Paul Ryan, Rob Brennan, Harshvardhan J. Pandit
2022 Zenodo  
GDPR requires Data Controllers and Data Protection Officers (DPO) to maintain a Register of Processing Activities (ROPA) as part of overseeing the organisation's compliance processes.  ...  To demonstrate the practicality and feasibility of DPCat, we represent the European Data Protection Supervisor's (EDPS) ROPA documents using DPCat, verify it with SHACL to ensure the correctness of information  ...  This follows earlier research explorations demonstrating use of SHACL constraints in ensuring information correctness and conformance for GDPR compliance [34] .  ... 
doi:10.5281/zenodo.6448788 fatcat:mnnuwzfhzrforozvpuoswphbui

DPCat: Specification for an Interoperable and Machine-Readable Data Processing Catalogue based on GDPR

Paul Ryan, Rob Brennan, Harshvardhan J. Pandit
2022 Zenodo  
The GDPR requires Data Controllers and Data Protection Officers (DPO) to maintain a Register of Processing Activities (ROPA) as part of overseeing the organisation's compliance processes.  ...  To demonstrate the practicality and feasibility of DPCat, we present the European Data Protection Supervisor's (EDPS) ROPA documents using DPCat, verify them with SHACL to ensure the correctness of information  ...  This follows earlier research explorations demonstrating the use of SHACL constraints in ensuring information correctness and conformance for GDPR compliance [45] .  ... 
doi:10.5281/zenodo.6536363 fatcat:rgka7lvor5dv3atngl4lt43rce

An Exploration of Data Interoperability for GDPR

Harshvardhan J. Pandit, Christophe Debruyne, Declan O'Sullivan, Dave Lewis
2019 Zenodo  
An investigation of data provided under the Right to Data Portability for exploring interoperability in a real-world use-case.  ...  This article explores such an interoperability model through entities identified by the GDPR and their information flows along with relevant obligations.  ...  Table 3 . lists more information about the data formats used by organisations. An Exploration of the Data Interoperability Model for GDPR Harshvardhan J.  ... 
doi:10.5281/zenodo.3246453 fatcat:6lyzzoo25zbx3hp5x57nt77jeu

Building a Data Processing Activities Catalog: Representing Heterogeneous Compliance-related Information for GDPR using DCAT-AP and DPV

Paul Ryan, Harshvardhan J. Pandit, Rob Brennan
2021 Zenodo  
Most GDPR knowledge graph research to date has focused on developing detailed compliance graphs.  ...  This information must be collated to assess and document GDPR legal compliance, such as creating a Register of Processing Activities (ROPA).  ...  It has been applied for legal compliance checking over Business Process Model and Notation (BPMN).  ... 
doi:10.5281/zenodo.5001008 fatcat:w7szlcsfxfgqtkohjx5g6b4izq

D6.3 - Plan for community group and standardisation contribution [article]

Axel Polleres (WU), Sabrina Kirrane (WU), Rigo Wenning ( ERCIM )
2017 Zenodo  
Karachalios, Kai Rannenberg, and Robin Wilton for valuable discussions and insights regarding standards around privacy and the relevance of privacy within standardisation organisations, which they shared with us  ...  Shapes Constraint Language (SHACL) https://www.w3.org/TR/2016/ WD-shacl-20160530/: SHACL (Shapes Constraint Language) is a language for describing and constraining the contents of RDF graphs.  ...  RIF SHACL Use Cases and Requirements https://www.w3.org/TR/2016/ WD-shacl-ucr-20160122/: To foster the development of Shapes Constraint Language (SHACL), this document includes a set of use cases and  ... 
doi:10.5281/zenodo.2545164 fatcat:h4x4xa6dyjcsha7n6iv2f2oici

D5.6 Report on application guidelines

Rigo Wenning
2020 Zenodo  
Two use cases concern location based services and one concerns a compliance mechanism in a highly regulated environment. SPECIAL also created a generic location based service to exemplify findings.  ...  Following the presentation of the general concept, this report takes a consulting approach by giving hints on where to start and how to prepare the grounds based on the use cases that were explored.  ...  SPECIAL explored also ways to use this graph interface in order to provide a more complex consent interface for the data subject.  ... 
doi:10.5281/zenodo.4586113 fatcat:pdr4pdwoyfaudfqivvdz2ddjje

Semantic Modelling of Plans and Execution Traces for Enhancing Transparency of IoT Systems

Milan Markovic, Daniel Garijo, Peter Edwards, Wamberto Vasconcelos
2019 2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS)  
However, provenance records often lack detailed descriptions of a system's expected behaviour.  ...  Provenance mechanisms documenting the execution of IoT systems are often cited as an enabler of such transparency.  ...  Ontologies also define edges that can be used to connect different nodes of the graph and are referred to as object properties.  ... 
doi:10.1109/iotsms48152.2019.8939260 dblp:conf/iotsms/MarkovicGEV19 fatcat:w5tjh5qrnjgtfn3ffedvu6q3xu

DAMS: A Distributed Analytics Metadata Schema

Sascha Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Decker, Oya Beyan
2021 Data Intelligence  
Additionally, we evaluate the schema's compliance with the FAIR principles.  ...  In the final step, we enable machine-readability via RDF(S) and SHACL serialisations.  ...  as a graph.  ... 
doi:10.1162/dint_a_00100 fatcat:ghogbgxou5axnbnaz27m7ns5pa

Enabling ad-hoc reuse of private data repositories through schema extraction

Lars Christoph Gleim, Md Rezaul Karim, Lukas Zimmermann, Oliver Kohlbacher, Holger Stenzhorn, Stefan Decker, Oya Beyan
2020 Journal of Biomedical Semantics  
Regulations such as the EU General Data Protection Rules (GDPR) impose strict requirements concerning the protection of personal and privacy sensitive data.  ...  This information can itself be represented using Semantic Web Standards, such as RDFS, OWL, ShEx or SHACL.  ...  and to communicate explicit graph patterns.  ... 
doi:10.1186/s13326-020-00223-z pmid:32641124 fatcat:g5zqwvj63fgwfijajurlzunqsq

Lynx D2.8 Final Report of Data Management Activities

Víctor Rodríguez-Doncel, Socorro Bernardos, Patricia Martín-Chozas, Ilan Kernerman, Pompeu Casanovas
2021 Zenodo  
Figure 20 . 20 Graph of lexical dataSome example queries over the graph of lexical data are provided and documented in Lonke and Bosque-Gil (2020) [36] .  ...  Cloud computing is used in Austria. g) Have you explored appropriate arrangements with the identified repository?  ... 
doi:10.5281/zenodo.4651388 fatcat:nznl674bznh6fo2errtr5fjr7u

SKG4EOSC - Scholarly Knowledge Graphs for EOSC: Establishing a backbone of knowledge graphs for FAIR Scholarly Information in EOSC

Markus Stocker, Tina Heger, Artur Schweidtmann, Hanna Ćwiek-Kupczyńska, Lyubomir Penev, Milan Dojchinovski, Egon Willighagen, Maria-Esther Vidal, Houcemeddine Turki, Daniel Balliet, Ilaria Tiddi, Tobias Kuhn (+7 others)
2022 Research Ideas and Outcomes  
With the aim to improve machine-based scholarly information use, SKG4EOSC addresses an important current and future need of researchers.  ...  This will be achieved by (1) establishing the Open Research Knowledge Graph (ORKG, orkg.org), a service operated by the SKG4EOSC coordinator, as a Hub for access to FAIR scholarly information in the EOSC  ...  For example, using the federated graph visualization and exploration service, a researcher could explore the research knowledge graph and identify a topic associated with a particular research article.  ... 
doi:10.3897/rio.8.e83789 fatcat:wo7ibzf4xrcqbovdvecip4dczu

DAMS : A Distributed Analytics Metadata Schema

Sascha Martin Welten, Laurenz Neumann, Yeliz Ucer Yediel, Luiz Olavo Bonino da Silva Santos, Stefan Josef Decker, Oya Deniz Beyan
2021
Additionally, we evaluate the schema's compliance with the FAIR principles.  ...  In the final step, we enable machine-readability via RDF(S) and SHACL serialisations.  ...  as a graph.  ... 
doi:10.18154/rwth-2021-04783 fatcat:kvzvx3guffdvdmko4ovrejgq6q
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