Motivated by our experience in building the Enterprise Knowledge Graph of Italian companies for the Central Bank of Italy, in this paper we present an in-depth case analysis of company ownership graphs, graphs having company ownership as a central concept. In particular, we study and introduce three industrially relevant problems related to such graphs: company control, asset eligibility and detection of personal links. We formally characterize the problems and present Vada-Link, a framework based on state-of-the-art approaches for knowledge representation and reasoning. With our methodology and system, we solve the problems at hand in a scalable, model-independent and generalizable way. We illustrate the favourable architectural properties of Vada-Link and give experimental evaluation of the approach.

Atzeni, P., Bellomarini, L., Iezzi, M., Sallinger, E., Vlad, A. (2020). Weaving enterprise knowledge graphs: The case of company ownership graphs∗. In Advances in Database Technology - EDBT (pp.555-566). OpenProceedings.org [10.5441/002/edbt.2020.66].

Weaving enterprise knowledge graphs: The case of company ownership graphs∗

Atzeni P.;Bellomarini L.;Vlad A.
2020

Abstract

Motivated by our experience in building the Enterprise Knowledge Graph of Italian companies for the Central Bank of Italy, in this paper we present an in-depth case analysis of company ownership graphs, graphs having company ownership as a central concept. In particular, we study and introduce three industrially relevant problems related to such graphs: company control, asset eligibility and detection of personal links. We formally characterize the problems and present Vada-Link, a framework based on state-of-the-art approaches for knowledge representation and reasoning. With our methodology and system, we solve the problems at hand in a scalable, model-independent and generalizable way. We illustrate the favourable architectural properties of Vada-Link and give experimental evaluation of the approach.
Atzeni, P., Bellomarini, L., Iezzi, M., Sallinger, E., Vlad, A. (2020). Weaving enterprise knowledge graphs: The case of company ownership graphs∗. In Advances in Database Technology - EDBT (pp.555-566). OpenProceedings.org [10.5441/002/edbt.2020.66].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11590/376792
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