Knowledge Graph Exploration Systems: are we lost?

Matteo Lissandrini, Davide Mottin, Katja Hose and Torben Bach Pedersen

CIDR 2022

pdf

KG Exploration system architecture.

KG Exploration system architecture.

TL;DR

This survey expands our preliminary analysis and survey, by providing a more thorough literature review and drafting an idea for a KG exploration system (see image above).

In this paper:

  • We first identify the limitations of existing DBMSes in supporting the needs of KG data management (Section 2)
  • We provide provide a summarization of the area of KG exploration (Section 3).
  • We analyze in detail the challenges that KG exploration systems need to meet (Section 4).
  • We identify the core operations that should be supported by systems for KG exploration (Section 5)