PhD (2009) under the supervision of Kai Koskimies (Tampere University of Technology) e Antónia Lopes (University of Lisbon) in the field of object-oriented frameworks and software product lines. Currently the research focus is on two main topics: - Software components and API usability: automated forms of composing and integrating software components (product lines); tool support for using and learning APIs. - Programming education: pedagogical tools for support teaching and learning of programming; automatic grading systems. Visiting researcher at Carnegie Mellon University (2014) with the support of CMU-Portugal, hosted by Brad A. Myers. Visiting researcher at Aalto University (2020), hosted by Lauri Malmi. Program committee member of the conferences Koli Calling International Conference on Computing Education Research (2017-2023) and INFORUM/SOFT-PT (2017-2023).

Holds a Bachelor's degree in Biology from FCUL - University of Lisbon, and a Master's degree in Business Administration (MBA) from IBS - ISCTE-IUL. Conducted research on the impacts of technological innovation in accounting, focusing on the growing importance of information systems, for the Master’s Thesis. Currently serving as an Invited Assistant at ISCTE, alongside work as an SAP Consultant and Functional Analyst at Toinovate. Previous experience as a Project and Digital Platforms Coordinator, overseeing the development of a digital news platform and as Campaign Director in legislative and municipal elections. Additionally, worked as a freelance journalist.

Born in Lisbon in 1973. Graduated in Computer Science and Management, ISCTE-IUL, 1997. Master in Information Systems Management, ISCTE-IUL, specialisation in the information security area, 2004. PhD in Computer Architecture and Distributed Systems, Universitat Politecnica de Catalunya (Barcelona, Spain), 2008. Since 2020, Associate Professor at ISCTE-IUL, in the Information Sciences and Technologies Department, where it teaches different curricular units related with Information Security, Web and Mobile-based Information Systems Development and Management, Project Management and Entrepreneurship. Previously a researcher at ADETTI-IUL with interest in the research areas of “Distributed Applications and Systems”, “Information Security”, “Mobile and Web Information Security” integrated into the NUIGRAM (Natural User Interaction Graphics and Mobility) research group. Since January 2015 integrates  SSE (Software Systems Engineering) research group of ISTAR-IUL, working in the same research areas. Associated Researcher of the Distributed Multimedia Applications Group - DMAG (UPC, Spain). Since 1996 has participated in multiple national and international projects, financed by entities such as the National Science Foundation, the European Union, European Space Agency and others. Author and co-author of multiple research articles and communications in international conferences, journals and magazines, and also multiple project reports and deliverables. Also author of several PHP development books. OWASP (Open Web Applications Security Project) member and leader of the Portuguese chapter (between 2007-2018) and Lisbon chapter co-leader (since 2022), cooperating in event organisation, information dissemination and other projects. Founding member of the AP2SI (Associação Portuguesa para a Promoção da Segurança de Informação). Entrepreneur in some IT-based startups.

Elsa Cardoso is an Assistant Professor at ISCTE- Instituto Universitário de Lisboa (ISCTE-IUL), in the Information Science and Technologies Department of the School of Technology and Architecture, and the director of the master program in Integrated Business Intelligence Systems. She is a researcher at the Centre for Research and Studies in Sociology (CIES-IUL) and at the Information and Decision Support Systems Group of INESC-ID Lisboa, Portugal. She has a PhD (European Doctorate) in Information Sciences and Technologies from ISCTE-IUL, with a specialization in Business Intelligence. Her research interests include business intelligence and analytics, data visualization, data warehouse, and strategic information systems (Balanced Scorecard) applied to Higher Education and Healthcare. She is a member of the Business Intelligence Special Interest Group of EUNIS (European University Information Systems organization). She was the leader of this SIG from 2013 until 2019. Since 2022, she is also a member of the Enterprise Architecture SIG of EUNIS, working on capability maturity models for Higher Education. She has participated in several national and international research projects. To name a few: Healthcare Insight – Units Performance Management (HI-UPM/2014/38567; FEDER-QREN). Principal Investigator from Iscte. [2014-2015] GRADUA – Graduates Advancement and Development of University capacities in Albania (Erasmus+ project No. 585961-EPP-1-2017-1-AL-EPPKA2-CBHE-SP (2017 -2926/001 -001). [2019-2021] iLU – Integrative Learning from Urban Data (DSAIPA/DS/0111/2018). Researcher, integrating the INESC ID team. [2018-2022] IA-Incentivos – Artificial Intelligence in Incentive Management (POCI-05-5762-FSE-000231). [2020-2021] She is currently working on the following projects: Study for the knowledge of fraud in the structural funds in Portugal (POAT-01-6177-FEDER- 000126). Principal Investigator. [2022-2023] Digital Transformation in Research: Science Management and Open Science (POCI-05-5762-FSE-000438). [2021-2023] MAIPro – Project Non-compliance Monitoring and Alert (06/POAT/2021). [2022-2023] IRIS – Summarizing and Informing Decisions: Application of Artificial Intelligence Techniques at the Supreme Court of Justice. Researcher, integrating the INESC ID team. [2021-2022] https://ciencia.iscte-iul.pt/authors/elsa-cardoso/cv  

Luís Miguel Martins Nunes, graduated in Computer Science from Faculdade Ciências da Universidade de Lisboa (1993), obtained a MSc degree in Electrical and Computer Engineering from Instituto Superior Técnico, Universidade Técnica de Lisboa (1997, thesis supervised by Prof. Luís Borges de Almeida) and a PhD degree in Computer Science Engineering from the Faculdade de Engenharia da Universidade do Porto (2006, thesis supervised by Prof. Eugénio de Oliveira). Entered in Iscte in 1997 as Teaching Assistant and is currently Associated Professor. Has also contributed as a researcher in the area of Machine Learning in several research units since 1997 (INESC, ADETTI, LIACC, IT and ISTAR) remaining a member of ISTAR to this date.

Nuno David is a professor at ISCTE - Lisbon University Institute. He teaches the courses of 'Profession, Ethics and Society' and 'Simulation of Social Systems'.He is currently the Data Protection Officer of ISCTE-IUL.His interests include social simulation, agent-based models, computer ethics, privacy and data protection, the methodology and philosophy of computer science, the ontology and epistemology of artificial societies and social simulation, and in particular, the implications of interdisciplinary computer-based approaches for social theory and social science methodology.He graduated in computer science in the University of Coimbra, received his Master and his Ph.D. from the University of Lisbon (in the field of agent-based social simulation, and in cooperation with the University of São Paulo, Brazil).

Ricardo Ribeiro (PhD) is an Associate Professor at Iscte - Instituto Universitário de Lisboa, where he is the coordinator of the Artificial Intelligence scientific area, and an integrated researcher at INESC-ID Lisboa, working on Human Language Technologies. His current research interests focus on high-level information extraction from unrestricted text, speech or music, and improving machine-learning techniques using domain-related information. He has participated in several European and Nationally-funded projects and was the Human Language Technologies INESC-ID team coordinator in RAGE (2015-2019) European-funded project and the principal investigator of a Ministry of National Defence funded project on information extraction from text. He has participated in several scientific events, either as organiser or as member of the program committee (IJCAI, ICASSP, LREC, Interspeech) and was the editor of a book on the computational processing of Portuguese.

Vitor Basto Fernandes graduated in information systems management 1995 (including an internship at Ascom Tech AG - Switzerland), post-graduated in distributed systems in 1997 and got his PhD on multimedia transport protocols in 2006, all from University of Minho (Portugal), where he has also been teaching assistant. He worked at Integral Vision Inc (UK) as software quality engineer in 1996 and was co-founder of PSI-Information Systems Lda (Portugal) in 1997, where he was project manager in B2B e-commerce web based software development. From 2005 he has been lecturing at the University of Tras-os-Montes e Alto Douro (Portugal), and invited assistant professor in the same university in 2007 and 2008. In 2008 he joined the Informatics Engineering Department of Polytechnic Institute of Leiria (Portugal) as adjunct professor, where he has been coordinator professor between 2014 and 2016. He coordinated the MSc Program in Mobile Computing from 2010 to 2012, was head of the Research Center in Computer Science and Communications at Polytechnic Institute of Leiria between 2012 and 2016, and researcher in several international projects in the areas of information systems integration, anti-spam filtering and multiobjective optimization, and principal investigator of two funded FCT (the Portuguese national funding agency for science, research and technology) research projects in the areas of research management and research internationalization. He publishes regularly in top-tier journals and conference papers, and organized international events in the areas of his research interests.Vitor Basto-Fernandes is currently assistant professor with habilitation at the University Institute of Lisbon.