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Towards Knowledge-based Systems for
GDPR Compliance
Harshvardhan J. Pandit, Declan O’ Sullivan, Dave Lewis
@coolharsh55 pa...
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
www.adaptcentre.ie
“Towards Knowledge-based Systems for GDPR Compliance”
http://openscience.adaptcentre.ie/ | pandith@tcd....
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Towards Knowledge-based Systems for GDPR Compliance

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Workshop Paper
Harshvardhan J. Pandit, Declan O'Sullivan, Dave Lewis.
Contextualised Knowledge Graphs (CKG), ISWC2018 Workshop, Monterey California, USA. 2018

Published in: Technology
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Towards Knowledge-based Systems for GDPR Compliance

  1. 1. Towards Knowledge-based Systems for GDPR Compliance Harshvardhan J. Pandit, Declan O’ Sullivan, Dave Lewis @coolharsh55 pandith@tcd.ie ADAPT Centre - Trinity College Dublin - Ireland https://openscience.adaptcentre.ie/ The ADAPT Centre is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development Fund. Workshop on Contextualised Knowledge Graphs Co-located with ISWC 2018, Monterey, California, USA CC BY 4O that's me I email twitter check out all our work
  2. 2. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit What is a Knowledge Graph? ● Knowledge Base used by Google - Wikipedia ● What is a Knowledge Base ? ● Store complex structured and unstructured information ● What is a Contextual Knowledge Graph ? ● What is a Context? Is it the same as Semantics ? ● Does everything defined using semantics become ‘knowledge’ ? ● Are all semantic data graphs also ‘knowledge graphs’ ? How close are we to redefining the concepts associated with the semantic web such as terms and relations and ontologies going towards knowledge ??? GMHo semantics provides a way todefineinformation 9 2
  3. 3. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Why do we need a CKG for GDPR? 3
  4. 4. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Why do we need a CKG for GDPR? 1. More information is associated with compliance than ever before 2. This information is inherently linked to other information a. business processes b. activities, entities, datasets, practices, audits c. security d. other laws 3. Combine all the information → Generalise 4. Extract contextual information → Specialise 5. Flexible to expand and include more information 4
  5. 5. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit What will the CKG do for GDPR? Store & Query for Information like all good Knowledge Graphs do What Why Where How Who Cd data o metadata o compliance doesn't 8nternal audit really o trackprocesses matter I datasubject but use partners semanticweb authorities technologies 5
  6. 6. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Sources / Actors / Agents 1. Data Subject 2. Data Controller 3. Data Processor 4. Certificate Authority 5. Supervisory Authority Regulatory Body GDPR Interoperability model EURAS 2018 6
  7. 7. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Information Types ● Provenance ● Consent ● Data Sharing Agreements ● Certification ● Compliance source personal usage data data lifecycles consent shared activities obligations 1 document demonstrate X
  8. 8. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Querying Question: What level of conceptual mapping should queries use/expose to the underlying data model? Answer: Depends on the Actor/Agent and their specific needs 8
  9. 9. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Smarter Interfaces Metadata Data Query DocumentationComplianceData SharingProcesses RDF X SPARGL l I I 1 provenance agreements demonstrate generate a
  10. 10. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Metadata Completeness / Validation completeness compliance graph Poster validation presented at documentation SEMANTICS 2018 P
  11. 11. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Approach
  12. 12. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit Approach future work work Et E done to date 12
  13. 13. www.adaptcentre.ie “Towards Knowledge-based Systems for GDPR Compliance” http://openscience.adaptcentre.ie/ | pandith@tcd.ie | @coolharsh55 CKG 2018 (ISWC 2018) ; Monterey California, USA ; Presented by: Harshvardhan J. Pandit END OF PRESENTATION

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