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Luís Jacques de Sousa. Completed his Civil Engineering Master's degree in 2021 at the Faculty of Engineering of the University of Porto (FEUP). In the same year, he enrolled in FEUP's Civil Engineering doctoral program that he's currently completing under the orientation of Prof. Dr. João Poças Martins and Dr. Luís Sanhudo, intending to develop machine learning applications for the Architecture, Engineering and Construction (AEC) sector. Currently, he is a BIM & AI Programming Specialist at BUILT CoLAB and an Invited Assistant Professor at the Faculty of Engineering, University of Porto, lecturing BIM. His main fields of interest as a researcher are related to BIM, Artificial Intelligence and the digital transition in the construction sector. His work has been peer-reviewed and published in various international journals and conferences.
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Identification

Personal identification

Full name
Luís Ribeiro Jacques de Sousa

Citation names

  • Jacques de Sousa, Luís

Author identifiers

Ciência ID
8613-46A5-E9C7
ORCID iD
0000-0002-0789-9368

Email addresses

  • luisjsousa@fe.up.pt (Professional)

Knowledge fields

  • Engineering and Technology - Civil Engineering - Civil Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Proficiency (C2) Advanced (C1) Proficiency (C2)
Education
Degree Classification
2021/09/01 - 2025/05/01
Ongoing
 Programa Doutoral em Engenharia Civil (Doutoramento)
Major in Construções
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - 2022
Concluded
 Competências transversais para a engenharia: formação pedagógica (Outros)
Major in Engenharia e Técnicas Afins
Universidade do Porto Faculdade de Engenharia, Portugal
 18
2016/09/01 - 2021/06/30
Concluded
 Engenharia Civil (Mestrado integrado)
Major in Construções
Universidade do Porto Faculdade de Engenharia, Portugal
"Digitalização da Gestão e Controlo da Mão-de-Obra em Estaleiro. Caso de estudo numa empresa de construção em Portugal" (THESIS/DISSERTATION)
 13
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2023/02 - Current Invited Assistant Professor (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal

Positions / Appointments

Category
Host institution 		Employer
2021/02/01 - 2021/06/30 Curricular Internship Alberto Couto Alves, S.A., Portugal

Others

Category
Host institution 		Employer
2023/11/15 - Current BIM & AI Programming Specialist BUILT CoLAB, Portugal
Projects

Grant

Designation Funders
2022/10/13 - 2023/06/30 Projeto Mobilizador para a Revolução Digital da Construção - REV@CONSTRUCTION
POCI-01-0247-FEDER-046123
Research Fellow
Universidade do Porto Faculdade de Engenharia, Portugal
Ongoing
Outputs

Publications

Book
  1. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo. Base de dados: Contratação pública em Portugal entre 2015 e 2022. 2022.
  2. Vander Escovalo; Ana Brandão de Vasconcelos; António Cabaço; António Aguiar Costa; João Poças Martins; Pedro Martins; Luís Jacques de Sousa; Ana Rocha. Enquadramento legal do BIM em Portugal: Dificuldades na elaboração de uma proposta legislativa. 2022.
  3. Luís Jacques de Sousa; João Poças Martins; João Santos Baptista; Luís Sanhudo. Towards the development of a budget categorisation Machine Learning tool. 2022.
Book chapter
  1. Luís Jacques De Sousa; João Poças Martins; Luís Sanhudo. "The State of the Sustainability Factor for Construction Procurement: The Case of Portugal". 2024.
    10.1007/978-3-031-48461-2_49
  2. Luís Jacques de Sousa; João Poças Martins; J. Santos Baptista; Luís Sanhudo. "Towards the Development of a Budget Categorisation Machine Learning Tool: A Review". 101-110. Springer International Publishing, 2023.
    10.1007/978-3-031-20241-4_8
  3. Luís Jacques de Sousa; Miguel Chichorro Gonçalves; J. Poças Martins. "A Review on the Digitalization of On-Site Production Management—Case Study in a Portuguese Construction Company". 2023.
    10.1007/978-3-031-30247-3_3
  4. Luís Jacques de Sousa; Luís J. Sousa; João Poças Martins; João Santos Baptista; Luís Sanhudo; Pedro Mêda. "Algoritmos de classificação de texto na automatização dos processos orçamentação". 81-93. {UMinho, 2022.
    10.21814/uminho.ed.77.7
Conference paper
  1. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís. "The State of the Sustainability Factor for Construction Procurement: The Case of Portugal". Paper presented in CIRMARE 2023, 2023.
    http://dx.doi.org/10.1007/978-3-031-48461-2_49
  2. Jacques de Sousa, Luís; Poças Martins, João; Luís Sanhudo. "Tackling the Data Sourcing Problem in Construction Procurement with File Scraping Algorithms". Paper presented in The 1st International Online Conference on Buildings, 2023.
    10.3390/IOCBD2023-15190
  3. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo. "Tackling the Data Sourcing Problem in Construction Procurement Using File-Scraping Algorithms". 2023.
    10.3390/IOCBD2023-15190
  4. Jacques de Sousa, Luís; Miguel Jorge Chichorro Rodrigues Gonçalves. "Site production management: Case study of the digitalization of construction companies in Portugal". Paper presented in 3rd Building and Management International Conference - BIMIC 21, Madrid, 2021.
    Published
  5. Jacques de Sousa, Luís; Miguel Jorge Chichorro Rodrigues Gonçalves. "Site Production Management: Case Study of the Digitalization of Construction Companies in Portugal". Paper presented in DCE21: 4th Doctoral Congress in Engineering, Porto, 2021.
    Published
Conference poster
  1. Jacques de Sousa, Luís; Poças Martins, João; Luís Sanhudo. "Poster: Tackling the Data Sourcing Problem in Construction Procurement with File Scraping Algorithms". Paper presented in The 1st International Online Conference on Buildings, 2023.
Journal article
  1. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo; João Santos Baptista. "Automation of text document classification in the budgeting phase of the Construction process: a Systematic Literature Review". Construction Innovation (2024): http://dx.doi.org/10.1108/ci-12-2022-0315.
    10.1108/ci-12-2022-0315
  2. Jacques de Sousa, Luís; Poças Martins, João; Sanhudo, Luís; Baptista, João Manuel Abreu dos Santos. "Automation of text document classification in the budgeting phase of the Construction process: a Systematic Literature Review". Construction Innovation (2024):
    Published • http://dx.doi.org/10.1108/CI-12-2022-0315
  3. Luís Jacques de Sousa; Maria Lurdes Simões; João Poças Martins; Luís Sanhudo; Jorge Moreira da Costa. "Statistical Descriptive Analysis of Portuguese Public Procurement Data from 2015 to 2022". CivilEng 4 3 (2023): 808-826. http://dx.doi.org/10.3390/civileng4030045.
    10.3390/civileng4030045
  4. Luís Jacques de Sousa; João Poças Martins; Luís Sanhudo. "Portuguese public procurement data for construction (2015–2022)". Data in Brief (2023): https://doi.org/10.1016/j.dib.2023.109063.
    10.1016/j.dib.2023.109063
  5. Ana Rocha; João Poças Martins; Luís Jacques de Sousa; António Cabaço; Vander Escovalo; Ana Brandão de Vasconcelos; António Aguiar da Costa. "Medidas prioritárias para a digitalização do setor da construção". (2022): https://hdl.handle.net/10216/144578.
  6. António Aguiar Costa; João Poças Martins; António Cabaço; Ana Brandão de Vasconcelos; Luís Jacques de Sousa; Vander Escovalo; Ana Rocha; Pedro Lucas Martins. "PLAN4Digital - Plano de transição digital para a indústria da construção: Modelo de maturidade e medidas prioritárias". (2022): https://hdl.handle.net/10216/146565.
Magazine article
  1. Poças Martins, João; Jacques de Sousa, Luís; Luís Sanhudo. "Inteligência Artificial na Automatização de Processos de Orçamentação na Construção", Construção Magazine, 2023
Thesis / Dissertation
  1. "DIGITALIZAÇÃO DA GESTÃO E CONTROLO DA MÃO-DE-OBRA EM ESTALEIRO Caso de estudo numa empresa de construção em Portugal". Master, Universidade do Porto Faculdade de Engenharia, 2021. https://sigarra.up.pt/fdup/pt/pub_geral.pub_view?pi_pub_base_id=482780.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2022/12 Base de dados: Contratação pública em Portugal entre 2015 e 2022 Congresso Construção 2022
Universidade do Minho (Guimarães, Portugal)
2022/09 Towards the Development of a Budget Categorisation Machine Learning Tool: A Review ISIC 2022
(Braga, Portugal)
2022/05 Algoritmos de classificação de texto na automatização dos processos orçamentação ptBIM
(Braga, Portugal)
2021/11 Site production management: Case study of the digitalization of construction companies in Portugal BIMEC
(Madrid, Spain)
2021/06 Site Production Management: Case Study of the Digitalization of Construction Companies in Portugal DCE21
FEUP (Porto, Portugal)

Association member

Society Organization name Role
2021/12 - 2023/02 Jornal Universitário do Porto Writer
2018/09 - 2019/07 NTIEC - Núcleo de Tecnologias de Informação na Engenharia Civil Collaborator