Teacher
Jorge Manuel Pereira Duque

Resume

Jorge Duque é atualmente professor adjunto no ISLA - Instituto Politécnico de Gestão e Tecnologia em V. N. de Gaia e na Universidade Lusófona no Porto. Nascido em Portugal, frequentou o ISLA – Instituto Politécnico de Gestão e Tecnologia em V. N. de Gaia, obtendo o grau de Licenciatura em Gestão de Sistemas de Informação e Multimédia (2007). Frequentou a UTAD - Universidade de Trás-os-Montes e Alto Douro, obtendo os graus de Graduação em Mestrado (2009) em Tecnologias da Informação e Comunicação e Doutorado (2018) em Informática. É coordenador das Licenciaturas em Inteligência Artificial e Informática para Comércio Eletrónico, da Pós-Graduação Analytics e Data Science Empresarial, do CTeSP de Desenvolvimento de Aplicações de Inteligência Artificial e da linha de investigação do Centro de Investigação do ISLA de V. N. de Gaia. As suas principais áreas de pesquisa e investigação são em Gestão de Projetos de Sistemas de Informação, Gestão de Sistemas de Informação e Data Science and Analytics for Decision Support. Trabalhou como analista de sistemas e desenvolvedor de software, para empresas privadas e instituições públicas. Tem publicações em livros editados e conferências internacionais. Participa com regularidade em júris de avaliação de mestrados e títulos de especialistas, e em diversas conferências como a AMCIS, com indexação em ISI, Scopus, EI, INSPEC, ResearchGate e Google Scholar. Organizou o Workshop Data Science and Analytics for Decision Support no âmbito da conferência internacional iSCSi – International Conference on Industry Science and Computer Sciences Innovation 2022 edition. Na Universidade de Trás-os-Montes e Alto Douro (UTAD), concluiu o Pós-Doutoramento com o tema "Data Science com Machine Learning para o desenvolvimento de ferramentas de suporte inteligente em organizações".

Graus

• Mestrado
  Tecnologias da Informação e Comunicação
• Licenciatura
  Gestão de Sistemas de Informação e Multimédia
• Doutoramento
  Informática
• Outros
  Python em Data Science
• Pós-doutoramento
  Pós-Graduação

Publicações

Artigo em revista (magazine)

• 2011-04-04, Implementação de sistemas CRM em municípios Portugueses, iGOV-DOC manuais de referência da administração pública

Artigo em revista

• 2026-09-30, Predicting dropout rates in higher education using machine learning: a comparative, auditable and intervention-oriented analysis, Springer
• 2026-09-30, A data science approach to predictive analytic research on preventing student dropout in higher education, Springer
• 2026, FireHawk: An Integrated and Adaptive Model for Wildfire Management Using IoT and AI Analytics, Procedia Computer Science
• 2026, Artificial Intelligence in Support of Teaching: Predictive Models and Adaptive Systems for Personalising Learning, Procedia Computer Science
• 2024, Ethics and artificial intelligence, Revista Clínica Española
• 2024, Defining intelligence: Bridging the gap between human and artificial perspectives, Intelligence
• 2024, Data Science with Data Mining and Machine Learning A design science research approach, Procedia Computer Science
• 2024, Artistic intelligence vs. artificial intelligence, Artnodes
• 2024, Artificial intelligence: another intelligence?, Enfance
• 2024, Artificial intelligence for teaching and learning in schools: The need for pedagogical intelligence, Computers & Education
• 2024, Artificial Intelligence?, Electrochemical Society Interface
• 2023-01, Problema da Distribuição do Serviço Docente: Uma Análise Bibliométrica desde 1976 até 2021, Risti
• 2023, Synthetic Datasets and Medical Artificial Intelligence Specifics, Lecture Notes in Networks and Systems
• 2023, On Explanations for Hybrid Artificial Intelligence, Lecture Notes in Computer Science
• 2023, Artificial intelligence vs. evolving super-complex tumor intelligence: critical viewpoints, Frontiers in Artificial Intelligence
• 2023, Artificial Intelligence: Problems, Solutions, and Prospects, Pattern Recognition and Image Analysis
• 2023, Artificial Intelligence. Legal framework and reflections on the proposed Artificial Intelligence Act, Red-revista Electronica de Direito
• 2023, Artificial Intelligence for Retrosynthesis Prediction, Engineering
• 2022, xxAI - Beyond Explainable Artificial Intelligence, Lecture Notes in Computer Science
• 2022, Trusted Artificial Intelligence: Challenges and Promising Solutions, Doklady Mathematics
• 2022, Trust Management for Artificial Intelligence: A Standardization Perspective, Applied Sciences
• 2022, Mental Health Diagnosis: A Case for Explainable Artificial Intelligence, International Journal on Artificial Intelligence Tools
• 2022, Artificial intelligence in industrial design: A semi-automated literature survey, Engineering Applications of Artificial Intelligence
• 2022, A deep learning model for detection of traffic events based on social networks publications, Procedia Computer Science
• 2021-10-04, Fatores influenciadores do sucesso da implementação de sistemas CzRM - uma revisão de literatura, risti - Iberian Journal of Information Systems and Technologies - ISSN: 1646-9895
• 2021, Measuring Diversity of Artificial Intelligence Conferences, Proceedings of Machine Learning Research
• 2021, Is Artificial Intelligence Digital?, Lecture Notes in Networks and Systems
• 2021, Human- versus Artificial Intelligence, Frontiers in Artificial Intelligence
• 2021, Factors influencing the success of the implementation of CzRM systems-a literature review,Fatores influenciadores do sucesso da implementação de sistemas CzRM-uma revisão de literatura, RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao
• 2021, Artificial intelligence in recommender systems, Complex & Intelligent Systems
• 2021, Artificial Intelligence and Spirituality, International Journal of Interactive Multimedia and Artificial Intelligence
• 2021, Artificial Intelligence Surpassing Human Intelligence: Factual or Hoax, The Computer Journal
• 2021, ARTIFICIAL INTELLIGENCE AND INTELLECTUAL PROPERTY, Revista Universidad Y Sociedad
• 2020, Emotional intelligence or artificial intelligence- an employee perspective, Journal of Hospitality Marketing & Management
• 2020, Artificial intelligence in software engineering and inverse: review, International Journal of Computer Integrated Manufacturing
• 2020, A Review on Business Intelligence Systems Using Artificial Intelligence, Advances in Intelligent Systems and Computing
• 2019, Is Artificial Intelligence Disruptive?, PROCEEDINGS OF THE EUROPEAN CONFERENCE ON THE IMPACT OF ARTIFICIAL INTELLIGENCE AND ROBOTICS (ECIAIR)
• 2019, Artificial Intelligence in Pathology, Journal of Pathology and Translational Medicine
• 2018, Brain Intelligence: Go beyond Artificial Intelligence, Mobile Networks and Applications
• 2018, Artificial intelligence test: a case study of intelligent vehicles, Artificial Intelligence Review
• 2018, Artificial Intelligence with Big Data, FIRST IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE FOR INDUSTRIES (AI4I)
• 2018, Artificial Intelligence and unmanned warfare, PROCEEDINGS OF 5TH IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTELLIGENCE SYSTEMS (CCIS)
• 2018, Are We Safe Enough in the Future of Artificial Intelligence? A Discussion on Machine Ethics and Artificial Intelligence Safety, Broad Research in Artificial Intelligence and Neuroscience
• 2015, Multi-criteria Decision Aid and Artificial Intelligence for Competitive Intelligence, Lecture Notes in Computer Science
• 2013-03-10, Implementation of CRM systems in Portuguese Municipalities, Local Government Studies
• 2010, Implementing FEM-DtN for an incompressible material on an unbounded domain, Ingeniería E Investigación
• 2010, Criteria used in the selection of systems and CRM suppliers in Portuguese towns, Sistemas Y Tecnologias de Informacion
• 2009, Towards ethical aspects on artificial intelligence, Proceedings of the WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
• 2009, A Review of Artificial Intelligence, Proceedings of the Fourth International Conference on Autonomous Robots and Agents
• 2007, Computing epitaxial growth in a tilted MOCVD reactor by a finite element multigrid method, International Journal of Modern Physics C
• 2007, Ambient Intelligence - A State of the Art from Artificial Intelligence perspective, Lecture Notes in Computer Science
• 2006, Progress of artificial intelligence, Proceedings of International Conference on Artificial Intelligence
• 2006, Hydrogeology of continental Portugal, Boletin Geologico Y Minero
• 2006, An evolution brain model for artificial intelligence, Proceedings of International Conference on Artificial Intelligence
• 2005, Solving time-dependent equations of Schrodinger-type using mapped infinite elements, International Journal of Modern Physics C
• 2005, On a finite element method for a compressible viscous flow in a MOCVD reactor, Numerical Methods for Partial Differential Equations
• 2001, Nitrate contamination in a shallow gabbro hard rock aquifer (Beja South Portugal), New Approaches Characterizing Groundwater Flow, Vols 1 and 2
• 2000, VLF method applied to hydrogeological prospecting in the gneissic-migmatitic hard rock aquifer of Evora, South Portugal, Groundwater: Past Achievements and Future Challenges
• 2000, Geostatistical approach to groundwater quality assessment in a rural zone of the Tejo River basin border, Portugal, Groundwater: Past Achievements and Future Challenges
• 1998, AQUACONVERSION™:: A new option for residue conversion and heavy oil upgrading, Vision Tecnologica

Livro

• 2024, Converging Business Models With Digital Transition Strategies, Lamas, Marco; C21A-91DC-B90B; Duque, Jorge; Goncalves, Helena. Autor correspondente: Duque, Jorge

Capítulo de livro

• 2025, The Importance of Business Intelligence and Power BI in the Management of Healthcare Systems - Case Study in Portugal, Springer
• 2025, The Impact of Machine Learning Techniques Applied to Businesses Strategies, Emerging Trends in Information Systems and Technologies, Springer Nature Switzerland
• 2025, The Challenge of Entrepreneurial Management: Balancing Energy Sustainability and Emerging Electricity-Intensive Technologies, Converging Business Models With Digital Transition Strategies, IGI Global
• 2024, The Importance of Big Data and IoT in Smart Cities, Lecture Notes in Networks and Systems, Springer Nature Singapore
• 2024, Data Mining for Knowledge Management, 239, 2024, Elsevier
• 2023, Data Mining to Support Decision-Making—A Research Approach, Lecture Notes in Networks and Systems, Springer Nature Singapore
• 2010, Customer Relationship Management Systems – Reasons Why Many Municipalities Do Not Have Them, Communications in Computer and Information Science, 109, Springer Berlin Heidelberg

Artigo em conferência

• 2023-10-04, Blockchain Technology : A scrutiny into Hyperledger Fabric for Higher Educational Institutions, iSCSi23 - International Conference on Industry Sciences and Computer Sciences Innovation
• 2023, The Relevance of Big Data and IoT in Smart Cities Development, WorldCist'23 - 11ª Conferência Mundial sobre Sistemas e Tecnologias de Informação
• 2022, A Survey of Application of Artificial Intelligence Methods in SDN
• 2021, Application of Artificial Intelligence in Water Conservancy Project Management
• 2020-08-03, Processos de Implementação de Sistemas CRM - Modelo Unificado, 4ª Conferência sobre Sistemas de Informação na América Latina (ISLA 2020) - AMCIS 2020
• 2019, Test-driven Anonymization for Artificial Intelligence
• 2019, Ethics Issues in Artificial Intelligence
• 2019, Artificial intelligence marketing: Chatbots
• 2018-06-18, Success factors of the implementation of CRM systems — A literature review, 13Th Iberian Conference on Information Systems and Technologies (Cisti)
• 2018, From CRM to CzRM - fundamental concepts, 13Th Iberian Conference on Information Systems and Technologies (Cisti)
• 2017, Thinking about Artificial Intelligence
• 2017, Fading Intelligence Theory: A Theory on Keeping Artificial Intelligence Safety for the Future
• 2017, Development and Application of Artificial Intelligence
• 2017, An Exploration on Artificial Intelligence Application: From Security, Privacy and Ethic Perspective
• 2010-06-18, Critérios utilizados na selecção de sistemas e fornecedores de CRM em municípios Portugueses, CISTI 2010 – 5ª Conferência Ibérica de Sistemas e Tecnologias de Informação, Santiago de Compostela/Es
• 2009-10-08, Potencial of CRM adoption on Municipalities, Centeris 2009 Conference on Enterprise Information Systems