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Luís Conceição has a Ph.D in Informatics from the University of Minho. He is a Researcher at GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development (Polytechnic of Porto, School of Engineering). Besides that, he is also a guest Assistant Professor in the School of Engineering at the Polytechnic of Porto. Luís has been involved in several Artificial Intelligence R&D projects at national and international levels. His main areas of interest are decision support systems, multi-agent systems, and Natural Language Processing. During his master's, he received two awards regarding developed work. Luís Conceição has also published several research papers and reports and has been involved in preparing funding applications at the national and international levels.
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Identification

Personal identification

Full name
LUÍS MANUEL DA SILVA CONCEIÇÃO

Citation names

  • CONCEIÇÃO, LUÍS

Author identifiers

Ciência ID
F314-74BE-BBE4
ORCID iD
0000-0003-3454-4615
Google Scholar ID
8FhDvT4AAAAJ&hl

Email addresses

  • msc@isep.ipp.pt (Professional)

Addresses

  • GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development. R. Dr. António Bernardino de Almeida, 431, 4200-072, Porto, Porto, Portugal (Professional)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Computer Sciences
  • 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)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2018/03 - 2023/04/14
Concluded
 Informática (Doutoramento)
Major in Artificial Intelligence
Universidade do Minho, Portugal
"Argumentation Dialogues in Web-based GDSS: An approach using Machine Learning Techniques" (THESIS/DISSERTATION)
 Muito Bom
2017
Concluded
 Engenharia Informática (Mestrado)
Major in Área de especialização: Sistemas Gráficos e Multimédia
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Sistema de Apoio à tomada de Decisão em Grupo baseado na Web que considera aspetos cognitivos" (THESIS/DISSERTATION)
2014
Concluded
 Informatics Engineering (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Development of the Information System IBEI Network" (THESIS/DISSERTATION)
 12
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2018 - 2023 Invited Assistant (Polytechnic Teacher) Instituto Politécnico do Porto, Portugal

Others

Category
Host institution 		Employer
2018 - Current Research Fellow Fundação para a Ciência e a Tecnologia, Portugal
Universidade do Minho Centro ALGORITMI, Portugal
(...)
2016/11/02 - 2018/10/31 Research Fellow in InValue Project - Industrial Enterprise Asset Value Enablers since november 2016 until present. Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2014/04/01 - 2014/07/31 Research Fellow in IBEI Network Project Instituto Politécnico do Porto, Portugal
Projects

Grant

Designation Funders
2018/11/01 - 2022/10/31 Argumentation Dialogues in Web-based GDSS: an approach using Machine Learning Techniques
SFRH/BD/137150/2018
PhD Student Fellow
Universidade do Minho Centro ALGORITMI, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Associação para a Inovação e Desenvolvimento da FCT
Concluded

Contract

Designation Funders
2020 - 2023 Inno4Health - Stimulate continuous monitoring in personal and physical health
ITEA 3 nr. 19008
Other
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Ongoing
2019 - 2022 GrouPlanner – Supporting Groups in Travel Planning Considering Social and Cultural Aspects
POCI-01-0145-FEDER-29178
Other
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2017 - 2019 TheRoute - Tourism and Heritage Routes including Ambient Intelligence with Visitants’ Profile Adaptation and Context Awareness
SAICT-POL/23447/2016
Other
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Concluded
2016/11/02 - 2018/10/31 InvaluePT - Plataforma de Serviços de Ecoeficiência e Manutenção Preventiva Industrial
NORTE-01-0247-FEDER-017990
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluded
Outputs

Publications

Book chapter
  1. Rita Rb-Silva; Xavier Ribeiro; Francisca Almeida; Carolina Ameijeiras-Rodriguez; Julio Souza; Luis Conceição; Tiago Taveira-Gomes; Goreti Marreiros; Alberto Freitas. "Secur-e-Health Project: Towards Federated Learning for Smart Pediatric Care". 2023.
    10.3233/SHTI230196
  2. Escadas, Sara; Souza, Julio; Vieira, Ana; Conceição, Luís; Sampaio, Sérgio; Freitas, Alberto. "Requirement Specification for a Remote Monitoring System to Support the Management of Vascular Diseases". In Lecture Notes in Networks and Systems, 699-710. Springer International Publishing, 2022.
    10.1007/978-3-031-04826-5_69
  3. Vieira, Ana; Conceição, Luís; Faria, Luiz; Novais, Paulo; Marreiros, Goreti. "Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases". In Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 246-257. Springer International Publishing, 2022.
    10.1007/978-3-031-18697-4_20
  4. Vieira, Ana; Carneiro, João; Conceição, Luís; Martins, Constantino; Souza, Julio; Freitas, Alberto; Marreiros, Goreti. "Defining an Architecture for a Remote Monitoring Platform to Support the Self-management of Vascular Diseases". In Highlights in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 165-175. Springer International Publishing, 2021.
    10.1007/978-3-030-85710-3_14
  5. Conceição, Luís; Carneiro, João; Marreiros, Goreti; Novais, Paulo. "Applying Machine Learning Classifiers in Argumentation Context". In Distributed Computing and Artificial Intelligence, 17th International Conference, 314-320. Springer International Publishing, 2020.
    10.1007/978-3-030-53036-5_34
  6. Pinto, Ricardo; Conceição, Luís; Marreiros, Goreti. "Algorithms for Context-Awareness Route Generation". In Ambient Intelligence – Software and Applications, 93-105. Springer International Publishing, 2020.
    10.1007/978-3-030-58356-9_10
  7. Canito, Alda; Fernandes, Marta; Conceição, Luís; Praça, Isabel; Marreiros, Goreti. "A Big Data Platform for Industrial Enterprise Asset Value Enablers". In Distributed Computing and Artificial Intelligence, 15th International Conference, 145-154. Springer International Publishing, 2018.
    10.1007/978-3-319-94649-8_18
  8. Fernandes, Marta; Canito, Alda; Bolón, Verónica; Conceição, Luís; Praça, Isabel; Marreiros, Goreti. "Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection". In Trends and Advances in Information Systems and Technologies, 478-489. Springer International Publishing, 2018.
    10.1007/978-3-319-77703-0_47
  9. Canito, Alda; Fernandes, Marta; Conceição, Luís; Praça, Isabel; Santos, Magno; Rato, Ricardo; Cardeal, Gonçalo; Leiras, Francisco; Marreiros, Goreti. "An Architecture for Proactive Maintenance in the Machinery Industry". In Ambient Intelligence– Software and Applications – 8th International Symposium on Ambient Intelligence (ISAmI 2017), 254-262. Springer International Publishing, 2017.
    10.1007/978-3-319-61118-1_31
  10. Conceição, Luís; Carneiro, João; Marreiros, Goreti; Novais, Paulo. "A SOA Web-Based Group Decision Support System Considering Affective Aspects". In Progress in Artificial Intelligence, 65-74. Springer International Publishing, 2017.
    10.1007/978-3-319-65340-2_6
Conference paper
  1. João Carneiro; Rui Andrade; Patricia Alves; CONCEIÇÃO, LUÍS; Paulo Novais; Goreti Marreiros. "A Consensus-based Group Decision Support System using a Multi-Agent MicroServices Approach". Paper presented in International Conference on Autonomous Agents and Multi-Agent Systems, Auckland, 2020.
    Published
  2. Carneiro, João; CONCEIÇÃO, LUÍS; Marreiros, Goreti; Novais, Paulo. "Intelligent reports for group decision support systems". Paper presented in Intelligent Environments, 2016.
    10.3233/978-1-61499-690-3-4
  3. Conceição, L.; Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Generation of intelligent reports for ubiquitous group decision support systems". Paper presented in Global Information Infrastructure and Networking Symposium (GIIS), 2016.
    10.1109/GIIS.2016.7814948
Journal article
  1. Conceição, Luís; Rodrigues, Vasco; Meira, Jorge; Marreiros, Goreti; Novais, Paulo. "Supporting Argumentation Dialogues in Group Decision Support Systems: An Approach Based on Dynamic Clustering". Applied Sciences 12 21 (2022): 10893. http://dx.doi.org/10.3390/app122110893.
    Open access • 10.3390/app122110893
  2. João Carneiro; Diogo Martinho; Patrícia Alves; Luís Conceição; Goreti Marreiros; Paulo Novais. "A Multiple Criteria Decision Analysis Framework for Dispersed Group Decision-Making Contexts". Applied Sciences (2020): https://www.mdpi.com/2076-3417/10/13/4614.
    10.3390/app10134614
  3. Marta Fernandes; Alda Canito; Verónica Bolón-Canedo; Luís Conceição; Isabel Praça; Goreti Marreiros. "Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry". International Journal of Information Management 46 (2019): 252-262. https://doi.org/10.1016/j.ijinfomgt.2018.10.006.
    10.1016/j.ijinfomgt.2018.10.006
  4. Luís Conceição; Diogo Martinho; Rui Andrade; João Carneiro; Constantino Martins; Goreti Marreiros; Paulo Novais. "A web-based group decision support system for multicriteria problems". Concurrency and Computation: Practice and Experience (2019): https://doi.org/10.1002/cpe.5298.
    Published • 10.1002/cpe.5298
  5. João Carneiro; Pedro Saraiva; Luís Conceição; Ricardo Santos; Goreti Marreiros; Paulo Novais. "Predicting satisfaction: Perceived decision quality by decision-makers in Web-based group decision support systems". Neurocomputing 338 (2019): 399-417. https://doi.org/10.1016/j.neucom.2018.05.126.
    10.1016/j.neucom.2018.05.126
  6. Carneiro, Joao; Martinho, Diogo; Conceição, Luís; Marreiros, Goreti; Novais, Paulo. "How the ability to analyse tendencies influences decision satisfaction". Inteligencia Artificial 20 59 (2017): 8. http://dx.doi.org/10.4114/intartif.vol20iss59pp8-20.
    10.4114/intartif.vol20iss59pp8-20
  7. Carneiro, João; Conceição, Luís; Martinho, Diogo; Marreiros, Goreti; Novais, Paulo. "Including cognitive aspects in multiple criteria decision analysis". Annals of Operations Research 265 2 (2016): 269-291. http://dx.doi.org/10.1007/s10479-016-2391-1.
    10.1007/s10479-016-2391-1
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2020/11 - 2022/11 Development of a Nutritional and Physical Activity Plan Recommendation System for Patients with Type 2 diabetes
Supervisor of Nair Gomes D'Araújo
 Engenharia Biomédica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/10 - 2022/10 Application of clustering techniques in group decision-making context
Co-supervisor of Vasco Veiga Martins Rodrigues
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/10 - 2020/11 Mobile Application for register of nutrition and physical activity for patients with type 2 diabetes mellitus
Supervisor of João Ferreira Trindade Mendes Godinho
 Engenharia de Computação e Instrumentação Médica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/10 - 2020/11 Nutritional Recommender System for Patients with Type 2 Diabetes Mellitus
Supervisor of Sara Catarina Mendes Batista
 Engenharia de Computação e Instrumentação Médica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/10 - 2020/11 Deteção de emoções em argumentos trocados no context da tomada de decisão em grupo
Co-supervisor of João Tiago da Mota Moreira
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/02 - 2019/10 Desenvolvimento de um Sistema de apoio à decisão em grupo baseado na web
Co-supervisor of Célio Eduardo Sousa Cerqueira
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/10 - 2019/10 Algoritmos para geração de rotas com base na análise do contexto
Co-supervisor of Ricardo Emanuel Capelas Pinto
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/02 - 2019/09 Plataforma para gestão de recursos humanos em projetos de investigação científica
Co-supervisor of João Miguel Duarte Couto
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018/02 - 2018/10 Criação automática de grupos de turistas e agregação de preferências considerando a componente afetiva
Co-supervisor of Rodrigo Fernandes da Palma Mesquita
 Engenharia Informática (Degree)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Scientific expedition

Activity description Institution / Organization
2019/08/13 - 2019/09/12 RiseWise project secondment Universidade do Minho Centro ALGORITMI, Portugal
Distinctions

Award

2017 Best Application Paper Award at the 18th EPIA Conference on Artificial Intelligence (EPIA 2017)
APPIA - Associação Portuguesa Para a Inteligência Artificial, Portugal
2017 SPAIC AWARD - AstraZeneca 2017
SPAIC - Sociedade Portuguesa de Alergologia e Imunologia Clínica, Portugal