Personal identification

Full name

Hugo Saisse Mentzingen da Silva

Citation names

• Silva, Hugo
• Hugo Mentzingen

Author identifiers

Ciência ID

3314-5112-6B72

ORCID iD

0000-0001-8538-1727

Email addresses

• hugosaisse@gmail.com (Personal)

Telephones

Mobile phone

• (+351) 915021575 (Personal)

Addresses

• Campus de Campolide, 1070-312, Lisbon, Lisbon, Portugal (Professional)

Websites

• https://hugosaisse.github.io/ (Scholar)

Knowledge fields

• Exact Sciences - Computer and Information Sciences - Computer Sciences
• Exact Sciences - Computer and Information Sciences - Computer Sciences
• Social Sciences - Law
• Exact Sciences - Computer and Information Sciences - Information Science

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Intermediate (B1)	Proficiency (C2)	Intermediate (B1)	Advanced (C1)	Intermediate (B1)

	Degree	Classification
2021/09/06 - 2024/09/01 Ongoing	Information Management (Doutoramento) Major in Data Science Universidade NOVA de Lisboa NOVA Information Management School, Portugal "Reframing Legal Precedents Analysis: Leveraging Language Models for Putting Cases in Context" (THESIS/DISSERTATION)
2019/09/06 - 2022/06/03 Concluded	Data Science and Advanced Analytics (Mestrado) Major in Business Analytics Universidade NOVA de Lisboa NOVA Information Management School, Portugal "Metadata and textual features to advise administrative courts decisions - Predicting judgments of violation processes and identifying similar cases" (THESIS/DISSERTATION)	18
2017/07/01 - 2018/06/30 Concluded	Strategic Management and Innovation (Postgraduate Certificate) Copenhagen Business School, Denmark
2008/10/01 - 2010/06/30 Concluded	Communications and Information Security Management (Postgraduate Certificate) Universidade de Brasília, Brazil
2003/01/13 - 2007/11/29 Concluded	Bachelor of Engineering (Bachelor) Major in Communications Engineering Instituto Militar de Engenharia, Brazil

Science

	Category Host institution	Employer
2023/12/13 - Current	Researcher (Research)	Universidade Nova de Lisboa MagIC, Portugal
	Universidade Nova de Lisboa MagIC, Portugal

Other Careers

	Category Host institution	Employer
2010/10/11 - Current	Técnico Superior (Técnico Superior)	Superintendência de Seguros Privados, Brazil
2007/11/30 - 2010/10/10	Técnico Superior (Técnico Superior)	Exército Brasileiro, Brazil

Publications

Book chapter	Hugo Silva; Nuno António; Fernando Bacao. "A Rapid Semi-automated Literature Review on Legal Precedents Retrieval". 2022. 10.1007/978-3-031-16474-3_5
Journal article	Hugo Mentzingen; Nuno António; Fernando Bacao; Surya Prakash. "Automation of Legal Precedents Retrieval: Findings from a Literature Review". International Journal of Intelligent Systems (2023): https://doi.org/10.1155/2023/6660983. 10.1155/2023/6660983 Hugo Mentzingen; Nuno Antonio; Victor Lobo. "Joining metadata and textual features to advise administrative courts decisions: a cascading classifier approach". Artificial Intelligence and Law (2023): https://doi.org/10.1007/s10506-023-09348-9. 10.1007/s10506-023-09348-9
Preprint	Hugo Mentzingen; Nuno António; Fernando Bacao; Marcio Cunha. "Using textual similarity to identify legal precedents: appraising machine learning models for administrative courts". 2023. https://doi.org/10.21203/rs.3.rs-2471193/v1. 10.21203/rs.3.rs-2471193/v1