Knowledge graphs: trust, privacy, and transparency from a legal governance approach

This paper presents the Knowledge Graph Usage framework, which allows the introduction of Knowledge Graph features to support Trust, Privacy, Transparency and Accountability concerns regarding the use of its contents by applications. A real-world example is presented and used to illustrate how the framework can be used. This article also shows how knowledge graphs can be linked to the elements of legal governance. Thus, it is an invitation to dialogue for legal and Law & Society scholars who might be interested in how the evolution of the web of data and computational sciences intersects with their own discipline. Full text also available via Informit

Publication Details

Journal
La Trobe University
Published
2025-01-01
DOI
https://doi.org/10.26181/13624433.v2
Primary Topic
Advanced Graph Neural Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

Knowledge graphs: trust, privacy, and transparency from a legal governance approach

La Trobe University
Advanced Graph Neural Networks
article

Knowledge graphs: trust, privacy, and transparency from a legal governance approach

article en

Abstract

This paper presents the Knowledge Graph Usage framework, which allows the introduction of Knowledge Graph features to support Trust, Privacy, Transparency and Accountability concerns regarding the use of its contents by applications. A real-world example is presented and used to illustrate how the framework can be used. This article also shows how knowledge graphs can be linked to the elements of legal governance. Thus, it is an invitation to dialogue for legal and Law & Society scholars who might be interested in how the evolution of the web of data and computational sciences intersects with their own discipline. Full text also available via Informit

La Trobe University
Peace, Justice and strong institutions
Openalex Percentile: Top 78%
Advanced Graph Neural Networks
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Knowledge graphs: trust, privacy, and transparency from a legal governance approach · La Trobe University (2025) | TGRS Research Map | TGRS