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Elsa Cardoso is an Associate Professor at ISCTE - Instituto Universitário de Lisboa, where involvement includes directing the Master Program in Integrated Business Intelligence Systems (MSIAD) and teaching courses in Business Intelligence, Data Warehouse, and Data Visualization. With research interests encompassing business intelligence and analytics, data visualization, data warehouse, and strategic information systems applied to diverse fields such as Higher Education and Healthcare, Elsa Cardoso also serves as an Executive Coordinator of the Internal Quality Assurance System at ISCTE-IUL and engages in research as an Associate Researcher at INESC-ID. Elsa Cardoso's academic background includes a PhD in Information Sciences and Technology specialized in Business Intelligence from ISCTE and master's degrees in Computer Science Engineering and Electrical and Computer Engineering from Instituto Superior Técnico.