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**Human + Machines > Human or Machines** As an Assistant Professor in the Department of Informatics at the School of Management and Technology at the Polytechnic Institute of Porto, I hold an academic position about teaching, promoting, and spreading knowledge. In this role, I also serve as the director of the Higher Professional Technical Course in Cybersecurity, Networks, and IT Systems and the Deputy Director of the Bachelor's degree (1st cycle) in Computer and Network Security. I have taught various computer science and cybersecurity curricular units to promote knowledge throughout my academic Journey. My academic Journey has also seen me not just as a teacher, but as a dedicated researcher. I have collaborated scientifically with the Algoritmi Centre at the University of Minho and participated in numerous national and international scientific projects. These experiences have culminated in my current role as a researcher at the CIICESI - Centre for Research and Innovation in Business Sciences and Information Systems. This role allows me to continue researching the intersection of artificial intelligence, cybersecurity, and informatics applied to Law and try to contribute significantly to these fields. My research interests focus on the intersection of Artificial Intelligence, Cybersecurity, and Informatics applied to Law. I have dedicated my academic and scientific career to these areas, and my work tried to significantly impact the field. I research and apply AI algorithms to validate and understand the challenges of capturing and computing domain-related information in an intelligent environment, contributing to the advancement of AI and Cybersecurity. I have also contributed to scientific production by authoring and co-authoring more than 30 indexed papers in these fields.
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Identification

Personal identification

Full name
Marco Filipe Vieira Gomes

Citation names

  • Gomes, Marco

Author identifiers

Ciência ID
BD14-4019-9EAB
ORCID iD
0000-0001-6370-9955
AuthenticusID
R-001-WGS
Google Scholar ID
f-Jc44kAAAAJ
Researcher Id
M-9101-2016

Email addresses

  • mfg@estg.ipp.pt (Professional)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Spanish; Castilian Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Portuguese (Mother tongue)
Education
Degree Classification
2016
Concluded
 Informática (Doutoramento)
Major in Sem especialidade
Universidade do Minho, Portugal
"A conflict management environment to support decision-making process" (THESIS/DISSERTATION)
2010 - 2012
Concluded
 Master in Informatics (Mestrado)
Major in Intelligent Systems
Universidade do Minho, Portugal
"Behavioural and Context Analysis in an ODR Environment" (THESIS/DISSERTATION)
2006 - 2010
Concluded
 Bachelor in Computing Sciences (Licenciatura)
Universidade do Minho, Portugal
Affiliation

Science

Category
Host institution 		Employer
2023/02/23 - Current Researcher (Research) Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
2018/11/07 - 2023/02/23 Invited Auxiliary Researcher (Research) Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
2016 - 2021 Researcher (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade do Minho Centro ALGORITMI, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2023/10 - Current Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2023/10 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2021 - 2022 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Cávado e do Ave, Portugal
2019 - 2022 Invited Assistant (University Teacher) Universidade do Minho, Portugal
2016 - 2022 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2016 - 2019 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2016 - 2019 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal
2016 - 2019 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal

Positions / Appointments

Category
Host institution 		Employer
2024 - Current Deputy Director of the Degree in Computer Security in Computer Networks Instituto Politécnico do Porto, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/12/15 - Current Director of the Higher Professional Technical Course in IT Cybersecurity, Systems and Networks Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2023/01/12 - 2025/01/12 Deputy Director of the Higher Professional Technical Course in Legal Informatics Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022/07/12 - 2022/12/15 Deputy Director of the Higher Professional Technical Course in IT Cybersecurity, Systems and Networks Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
Projects

Contract

Designation Funders
2021/09 - 2023/09 SmartLex: Recuperação Inteligente de Informação e partilha de conhecimento
047223 - 17/SI/2019
Researcher
Concluded
2016/09 - 2021/02 RISEWISE -RISE Women with disabilities In Social Engagement
UID/CEC/00319/2019
Researcher
Universidade do Minho, Portugal
Concluded
2020/01 - 2021/01 Easy Ride: Experience is Everything
O candidato trabalhou no desenvolvimento de soluções inteligentes para geração de dados sintéticos e classificação de algoritmos para Reconhecimento d
Research Fellow
Universidade do Minho, Portugal
Concluded
2019/01/01 - 2019/12/31 Centro de Investigação ALGORITMI
UID/CEC/00319/2019
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 ALGORITMI Research Centre
UID/CEC/00319/2019
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2018/08 - 2018/10 Factory of the Future: Smart Manufactoring
POCI-01-0247-FEDER-039479
Research Fellow
2016/03 - 2018/07 IFactory: Adaptable Standardised Work and Electronic Work Instructions
POCI-01-0145-FEDER-007043
Research Fellow
Universidade do Minho, Portugal
Concluded
2013/10 - 2016/09 CAMCoF: Context-aware Multimodal Communication
PTDC/EEI-SII/1386/2012
Research Fellow
Universidade do Minho, Portugal
Concluded
2012/12 - 2013/09 IoTest - Internet of Things Environment for Service Creation and Testing
288385; Funded by FP7-ICT
Altice Labs, Portugal
Concluded
2008/09/01 - 2012/02/29 TIARAC: Telemática e Inteligência Artificial na Resolução Alternativa de Conflitos
PTDC/JUR/71354/2006
Universidade do Minho Centro ALGORITMI, Portugal

Universidade do Minho, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book
  1. Gomes, M.; Analide, C.; Novais, P.. Assessing interpersonal trust in an ambient intelligence negotiation system. 2016.
    10.1007/978-3-319-40114-0_16
  2. Gomes, M.; Alfonso-Cendón, J.; Marqués-Sánchez, P.; Carneiro, D.; Novais, P.. Improving conflict support environments with information regarding social relationships. 2014.
    10.1007/978-3-319-12027-063
  3. Gomes, M.; Carneiro, D.; Pimenta, A.; Nunes, M.; Novais, P.; Neves, J.. Improving modularity, interoperability and extensibility in ambient intelligence. 2014.
    10.1007/978-3-319-07596-9_7
  4. Gomes, M.; Oliveira, T.; Silva, F.; Carneiro, D.; Novais, P.. Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment. 2014.
    10.1007/978-3-319-07467-2_40
  5. Novais, P.; Carneiro, D.; Gomes, M.; Neves, J.. The relationship between stress and conflict handling style in an ODR environment. 2013.
    10.1007/978-3-642-39931-2_10
  6. Gomes, M.; Oliveira, T.; Carneiro, D.; Novais, P.; Neves, J.. Extracting behavioural patterns from a negotiation game. 2013.
    10.1007/978-3-642-38061-7_29
  7. Carneiro, D.; Novais, P.; Gomes, M.; Oliveira, P.M.; Neves, J.. A statistical classifier for assessing the level of stress from the analysis of interaction patterns in a touch screen. 2013.
    10.1007/978-3-642-32922-7_27
  8. Novais, P.; Carneiro, D.; Gomes, M.; Neves, J.. Non-invasive estimation of stress in conflict resolution environments. 2012.
    10.1007/978-3-642-28786-2_17
  9. Gomes, M.; Carneiro, D.; Novais, P.; Neves, J.. Modelling stress recognition in conflict resolution scenarios. 2012.
    10.1007/978-3-642-28942-2_48
  10. Carneiro, D.; Gomes, M.; Novais, P.; Neves, J.. Developing dynamic conflict resolution models based on the interpretation of personal conflict styles. 2011.
    10.1007/978-3-642-24769-9_4
  11. Carneiro, D.; Gomes, M.; Novais, P.; Andrade, F.; Neves, J.. Automatic classification of personal conflict styles in conflict resolution. 2011.
    10.3233/978-1-60750-981-3-43
Book chapter
  1. Burrows, Alison; Aksoy, A. ; Azevedo, A. R; Barbutiu, S.; Dourado, B.; Gianelli, N.; Gomes, Marco; et al. Corresponding author: Burrows, Alison. "'We live in a plural world': A Framework for Rapid Interdisciplinary and Community Engagement". In Between barriers and inclusion. Multidisciplinary reflections on gender and disability., edited by C. Càndito, I. F. Cortés, N. Gianelli, L. Guaglianone, C.Leone, P. Parolari, S. Pozzolo, L. Scudieri, (Eds),, 220-238. Genova, Italy: Genova University Press, 2023.
    Published
  2. "Neural Network eXplainable AI Based on Paraconsistent Analysis - an Initial Approach". 139-149. Springer International Publishing, 2022.
    10.1007/978-3-030-78901-5_13
  3. "Modelling a Deep Learning Framework for Recognition of Human Actions on Video". 104-112. Springer International Publishing, 2021.
    10.1007/978-3-030-72657-7_10
  4. Gomes, Marco. "Conflict and Its Different Dimensions". 2016.
    10.4018/978-1-5225-0245-6.ch001
Conference paper
  1. Gomes, Marco; Costa, Luís; Azevedo, Patrícia Anjos. "Exploring the Role of Zero-Knowledge Proofs and Generative Adversarial Models to Enhance Secure Data Sharing in Decentralized Environments". Paper presented in 8th International Conference on Computer Science and Artificial Intelligence, Beijing, 2024.
    Published • 10.1145/3709026.3709096
  2. Gomes, M; Oliveira, B; Sousa, C. "Enriching Legal Knowledge Through Intelligent Information Retrieval Techniques: A Review". 2022.
    10.1007/978-3-031-16474-3_11
  3. Jesus, T; Duarte, J; Ferreira, D; Durães, D; Marcondes, FS; Santos, FAO; Gomes, M; et al. "Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data". 2020.
    10.1007/978-3-030-62365-4_53
  4. Gomes, M., Costa, A. M., Analide, C., Novais, P., & Silva,. "Optimising User Experience with Conversational Interface". Paper presented in Intelligent Environments 2020 - Workshop Proceedings of the 16th International Conference on Intelligent Environment, 2020.
  5. Gomes, M., & Novais, P.. "A Data-Driven Tool to Promote Tourism for People with Disabilities in a Smart City Environment". Paper presented in Intelligent Environments 2019 - Workshop Proceedings of the 15th International Conference on Intelligent Environments, 2019.
  6. Silva, F; Martins, R; Gomes, M; Silva, A; MacHado, J; Novais, P; Analide, C. "Cloud computing environments for simulation of adaptable standardized work and electronic work instructions in industry 4.0". 2018.
  7. Martins, R; Gomes, M; Almeida, JJ; Novais, P; Henriques, P. "Hate speech classification in social media using emotional analysis". 2018.
    10.1109/bracis.2018.00019
  8. Gomes, M; Oliveira, T; Novais, P. "A Speculative Computation Approach for Conflict Styles Assessment with Incomplete Information". 2017.
    10.1007/978-3-319-48829-5_16
  9. Abreu, MF; Pereira, AC; Silva, A; Silva, F; Ferraz, F; Alves, AC; Oliveira, JA; et al. "Collaborative Process Mapping to Improve Work Instructions and Standardized Work". 2017.
    10.1007/978-3-319-56535-4_60
  10. Gomes, M; Silva, F; Ferraz, F; Silva, A; Analide, C; Novais, P. "Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning". 2017.
    10.1007/978-3-319-53480-0_97
  11. Gomes, M; Andrade, F; Novais, P. "Enhancing Municipal Decision-Making Through an Intelligent Conflict Support System". 2016.
    10.1007/978-3-319-49700-6_19
  12. Gomes, M; Oliveira, T; Silva, F; Carneiro, D; Novais, P. "Establishing the Relationship between Personality Traits and Stress in an Intelligent Environment". 2014.
    10.1007/978-3-319-07467-2-40
  13. Novais, Paulo; Carneiro, Davide Rua; Gomes, Marco; Neves, José. "Behavioural and context analysis in an online dispute resolution environment". 2012.
  14. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011.
Journal article
  1. Casteleiro Roca, JL; Gomes, M; Méndez Pérez, JA; Alaiz Moretón, H; Meizoso López, MC; Rodríguez Gómez, BA; Calvo Rolle, JL. "Electromyogram prediction during anesthesia by using a hybrid intelligent model". Journal of Ambient Intelligence and Humanized Computing (2019):
    10.1007/s12652-019-01426-8
  2. Gomes, M; Zeleznikow, J; Novais, P. "A Non-intrusive Approach to Measuring Trust in Opponents in a Negotiation Scenario". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2018):
    10.1007/978-3-030-00178-0_36
  3. Gomes, M.; Oliveira, T.; Carneiro, D.; Novais, P.; Neves, J.. "Studying the effects of stress on negotiation behavior". Cybernetics and Systems 45 3 (2014): 279-291. http://www.scopus.com/inward/record.url?eid=2-s2.0-84899688211&partnerID=MN8TOARS.
    10.1080/01969722.2014.894858
  4. Carneiro, D.; Gomes, M.; Costa, A.; Novais, P.; Neves, J.. "Enriching conflict resolution environments with the provision of context information". Expert Systems (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84883201532&partnerID=MN8TOARS.
    10.1111/exsy.12049
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - 2024 Contratação Pública Eletrónica: desenvolvimento de uma abordagem jurídicodigital para a formação de contratos
Co-supervisor
 Práticas Jurídico-Digitais (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2022 - 2022 Cálculo do poder de disseminação de um utilizador numa Rede Social Online como fator de determinação de risco para a sua privacidade digital
Co-supervisor
 Engenharia Informática (Master)
Universidade do Minho, Portugal
2019 - 2019 Optimising user experience with: conversational Interfaces
Co-supervisor
 Engenharia Informática (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2024 - Current I was part of the Program Committee for the 15th International Symposium on Ambient Intelligence (ISAmI), 2024. (2024)
Conference (Member of the Scientific Committee)
2023 - 2023 I was part of the Program Committee for the 14th International Symposium on Ambient Intelligence (ISAmI), 2023. (2023 - 2023)
Conference (Other)
 Universidade do Minho, Portugal
2022 - 2022 I was part of the Program Committee for the 13th International Symposium on Ambient Intelligence (ISAmI), 2022. (2022 - 2022)
Conference (Other)
 Università degli Studi dell'Aquila, Italy
2021 - 2021 I carried out as part of the Program Committee and the Local Organizing Committee of Workshop on Deep Learning Applications (DeLA), part of the 19th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), 2021. (2021 - 2021)
Conference (Other)
 Universidad de Salamanca, Spain
2021 - 2021 I carried out as part of the Program Committee and the Local Organizing Committee of the 11th International Conference in Methodologies and Intelligent Systems for Technology Enhanced Learning (MIS4TEL), 2021. (2021 - 2021)
Conference (Other)
 Universidad de Salamanca, Spain
2021 - 2021 I carried out as part of the Program Committee and the Local Organizing Committee of the 12th International Symposium on Ambient Intelligence (ISAmI). (2021 - 2021)
Conference (Other)
 Universidad de Salamanca, Spain
2021 - 2021 I was carried out as part of the Program Committee and the Local Organizing Committee for the 1st Workshop on Intelligent Decision Support Systems in Fintech, part of the 16th Iberian Conference on Information Systems and Technologies (CISTI), 2021. (2021 - 2021)
Conference (Other)
 Universidad de Salamanca, Spain
2020 - 2020 I was part of the Program Committee and the Local Organizing Committee for the Citizen-Centric Smart Cities Services (CCSCS¿2020) is a workshop organized as part of the 16th International Conference on Intelligent Environments, 2020. (2020 - 2020)
Conference (Other)
 Universidad Politécnica de Madrid, Spain
2020 - 2020 I was part of the Program Committee and the Local Organizing Committee for the Workshop on Non-intrusive acquisition and fusion of context information in Ambient Intelligence (Ni-AFCiA) part of the 11th International Symposium on Ambient Intelligence (ISAmI), 2020. (2020 - 2020)
Conference (Other)
 Universidad de Salamanca, Spain
2019 - 2019 I was part of the Program Committee and the Local Organizing Committee for the Citizen-Centric Smart Cities Services (CCSCS¿2019) is a workshop organized as part of the 15th International Conference on Intelligent Environments, 2019. (2019 - 2019)
Conference (Other)
 Université Internationale de Rabat, Morocco
2018 - 2018 I was part of the Program Comittee for the Citizen-Centric Smart Cities Services (CCSCS’2018) is a workshop organized as part of the 14th International Conference on Intelligent Environments, 2018. (2018 - 2018)
Conference (Other)
 Università degli Studi di Roma La Sapienza, Italy
2017 - 2017 I was part of the Program Comittee for the Citizen-Centric Smart Cities Services (CCSCS’2017) is a workshop organized as part of the 13th International Conference on Intelligent Environments, 2017; (2017 - 2017)
Conference (Other)
 Chung-Ang University, South Korea
2017 - 2017 I was part of the Program Committee and the Local Organizing Committee for the Workshop on Decision Making in Dynamic Information Environments (DeMaDIE) part of the Conference on Practical Applications of Agents and Multi-Agent Systems PAAMs, 2017 (2017 - 2017)
Conference (Other)
 Instituto Politécnico do Porto, Portugal
2015 - 2015 I was part of the Program Comittee of the 9th International Symposium on Intelligent Distributed Computing - IDC, 2015. (2015 - 2015)
Conference (Other)
 Universidade do Minho, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/12 Exploring the role of unsupervised machine learning for anomaly detection in active directory logins
(Thesis) Main arguer
 Bruno Miguel de Sousa (Master)
Instituto Politécnico de Viana do Castelo, Portugal
2024/06/17 Smart human mobility in smart cities
(Thesis) Arguer
 Luís Miguel Ferreira Rosa (PhD)
Universidade do Minho, Portugal
2024 Multilanguage chatbot with artificial intelligence for client support
(Thesis) Main arguer
 João Miguel Santos Sá (Master)
Universidade do Minho, Portugal
2023/12/19 Análise e Previsão do consumo e da Produção de energia com Técnicas de Aprendizagem Automática
(Thesis) Main arguer
 Serafim Silvério Romão (Master)
Universidade do Minho, Portugal
2023/12/19 Development of a help desk assistant
(Thesis) Main arguer
 Manuel João Ferreira Moreira (Master)
Universidade do Minho, Portugal
2023/12/19 Optimizing the location of electric vehicle charging points using Machine Learning
(Thesis) Main arguer
 Ana Filipa Rodrigues Pereira (Master)
Universidade do Minho, Portugal
2023/04/14 O uso da inteligência artificial no policiamento preditivo
(Thesis) Arguer
 Tahena Vidal Andrade (Master)
Universidade do Minho, Portugal
2022/07/12 Plataforma de partilha de bicicletas altamente escalável através de uma arquitetura de micro-serviços
(Thesis) Main arguer
 Daniel Fernando Ferraz Pinto (Master)
Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

Association member

Society Organization name Role
2022/01 - Current Portuguese Association for Artificial Intelligence Member

Committee member

Activity description
Role 		Institution / Organization
2024 - Current Technical Commitee
Member