Trust and Privacy in Knowledge Graphs

TL;DR

This paper introduces the KG Usage framework to address trust, privacy, and transparency issues in knowledge graphs, demonstrated through a real-world example.

Contribution

The paper proposes a novel framework for integrating trust, privacy, and transparency features into knowledge graphs, supported by practical illustration.

Findings

Framework effectively supports trust and privacy concerns

Real-world example demonstrates practical applicability

Enhances transparency in knowledge graph usage

Abstract

This paper presents the KG Usage framework, which allows the introduction of KG features to support Trust, Privacy and Transparency 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.