Retrieving Relevant EU Drone Legislation with Citation Analysis

Author:

Dijck Gijs van12ORCID,On Alexandru-Daniel3ORCID,Snel Jasper2,Nanda Rohan145

Affiliation:

1. Maastricht Law and Tech Lab., Maastricht University, 6211 LK Maastricht, The Netherlands

2. Brightlands Institute for Smart Society, Maastricht University, 6211 LK Maastricht, The Netherlands

3. Maastricht European Private Law Institute, Maastricht University, 6211 LK Maastricht, The Netherlands

4. Institute of Data Science, Maastricht University, 6211 LK Maastricht, The Netherlands

5. Department of Advanced Computing Sciences, Maastricht University, 6211 LK Maastricht, The Netherlands

Abstract

Can the retrieval of relevant unmanned aircraft systems (UAS) legislation be automated? In this article, references from and to EU legislation are used to create an overview that is subsequently compared to legislation considered relevant by subject-matter experts. The overlap between the results of the citation analysis and the expert overview is promising. Additionally, an approach was proposed and tested where, first, a relatively large number of laws were identified and, second, the laws that were considered relevant were selected. The findings reveal that this approach was successful at retrieving the majority of relevant laws. The results are relevant to researchers, policymakers, practitioners, and laypeople searching for relevant EU legislation on UAS.

Funder

European Union H2020 Research and Innovation Program

Publisher

MDPI AG

Subject

Artificial Intelligence,Computer Science Applications,Aerospace Engineering,Information Systems,Control and Systems Engineering

Reference92 articles.

1. (2023, July 18). Commission Delegated Regulation (EU) 2019/945 of 12 March 2019 on Unmanned Aircraft Systems and on Third-Country Operators of Unmanned Aircraft Systems [2019] OJ L 152/1. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32019R0945.

2. (2023, July 18). Commission Implementing Regulation (EU) 2019/947 of 24 May 2019 on the Rules and Procedures for the Operation of Unmanned Aircraft [2019] OJ L 152/45. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32019R0947.

3. (2023, July 18). Commission Implementing Regulation (EU) 2021/664 of 22 April 2021 on a Regulatory Framework for the U-Space [2021] OJ L 139/161. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32021R0664.

4. (2023, July 18). Commission Implementing Regulation (EU) 2021/665 of 22 April 2021 Amending Implementing Regulation (EU) 2017/373 as Regards Requirements for Providers of Air Traffic Management/Air Navigation Services and Other Air Traffic Management Network Functions in the U-Space Airspace Designated in Controlled Airspace [2021] OJ L 139/184. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32021R0665.

5. (2023, July 18). Commission Implementing Regulation (EU) 2021/666 of 22 April 2021 Amending Regulation (EU) No 923/2012 as Regards Requirements for Manned Aviation Operating in U-space Airspace [2021] OJ L 139/187. Available online: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32021R0666.

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