Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation

Elsa Natália; Rafael Borges; Luís Semedo; Carolina Vasconcelos; Niclas Frederic Sturm; Bruno Damásio; Flávio L.  Pinheiro

doi:10.5281/zenodo.18462756

Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation

Elsa Natália, Rafael Borges, Luís Semedo, Carolina Vasconcelos, Niclas Frederic Sturm, Bruno Damásio, Flávio L. Pinheiro

Research output: Book/Report › Other report

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Abstract

Report that summarizes the main developments of the three work packages of the project Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation (Know-Net-Compet) funded by FCT Portugal (DOI:10.54499/2024.07378.IACDC).

Original language	English
Publisher	Zenodo
Number of pages	49
DOIs	https://doi.org/10.5281/zenodo.18462756
Publication status	Published - 31 Jan 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 8 Decent Work and Economic Growth
SDG 9 Industry, Innovation, and Infrastructure
SDG 16 Peace, Justice and Strong Institutions

Keywords

Network Analysis
Antitrust
Complexity
Machine Learning
Knowledge Graphs

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10.5281/zenodo.18462756Licence: CC BY

Embedded_Knowledge_and_NetworksFinal published version, 1.81 MBLicence: CC BY

Cite this

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title = "Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation",

abstract = "Report that summarizes the main developments of the three work packages of the project Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation (Know-Net-Compet) funded by FCT Portugal (DOI:10.54499/2024.07378.IACDC).",

keywords = "Network Analysis, Antitrust, Complexity, Machine Learning, Knowledge Graphs",

author = "Elsa Nat{\'a}lia and Rafael Borges and Lu{\'i}s Semedo and Carolina Vasconcelos and Sturm, \{Niclas Frederic\} and Bruno Dam{\'a}sio and Pinheiro, \{Fl{\'a}vio L.\}",

note = "https://doi.org/10.54499/UID/04152/2025\# https://doi.org/10.54499/UID/PRR/04152/2025\# https://doi.org/10.54499/2024.07378.IACDC\# Nat{\'a}lia, E., Borges, R., Semedo, L., Vasconcelos, C., Sturm, N. F., Dam{\'a}sio, B., \& Pinheiro, F. L. (2026). Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation. Zenodo. https://doi.org/10.5281/zenodo.18462756 --- This work was supported by national funds through FCT Portugal (Funda{\c c}{\~a}o para a Ci{\^e}ncia e a Tecnologia), under the projects: UID/04152/2025 - Centro de Investiga{\c c}{\~a}o em Gest{\~a}o de Informa{\c c}{\~a}o (MagIC)/NOVA IMS (DOI:10.54499/UID/04152/2025); UID/PRR/04152/2025 (DOI:10.54499/UID/PRR/04152/2025); and Know-Net-Compet (DOI:10.54499/2024.07378.IACDC). Moreover, the authors are thankful for the collaboration and interest of public administration through Institute of Public Markets, Real Estate and Construction (IMPIC). The authors are also thankful to Carolina Shaul for the help in the identification and mapping of data sources.",

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T2 - Complexity in Antitrust Collusion Mitigation

AU - Natália, Elsa

AU - Borges, Rafael

AU - Semedo, Luís

AU - Vasconcelos, Carolina

AU - Sturm, Niclas Frederic

AU - Damásio, Bruno

AU - Pinheiro, Flávio L.

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KW - Complexity

KW - Machine Learning

KW - Knowledge Graphs

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PB - Zenodo

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Embedded Knowledge and Networks: Complexity in Antitrust Collusion Mitigation

Abstract

UN SDGs

Keywords

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