Dr.ir. H. (Helma) Torkamaan
Dr.ir. H. (Helma) Torkamaan
Profile
Profile
Helma is an Assistant Professor in AI for Health Systems in the Systems Engineering section of the Department of Multi-Actor Systems. She pursued her PhD, working on the application of recommender systems in the health domain, in the Interactive Systems group at the University of Duisburg-Essen, Germany. Before that, she obtained her master's degree in computer science from the University of Bonn and gained experience in the industry.
Research
A substantial portion of Helma's recent background has involved researching in the area of mobile health, health recommender systems, and Human-Computer Interaction (HCI). She builds systems and solutions using a highly interdisciplinary and collaborative approach to technology design that involves tools, techniques, resources, and perspectives from computer science, psychology, business, and health care. This process considers both multistakeholder and end-user needs, satisfaction, and emotional experiences.
Helma's research has aimed at: Building solutions for challenges inherent in the complex nature of health systems; Developing the future of technology-enhanced mental and physical well-being; Designing human-centered personalized interactive systems for empowering users and improving various areas, such as health, affect, behavior change, and joyful task completion; Creating technologies and tools that support better understanding, modeling, and prediction of human behavior and needs; and Evaluating these AI-driven solutions responsibly and properly considering their long-term individual, mental, environmental, and societal challenges and impacts.
Expertise
Publications
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2024
Challenges and Future Directions for Integration of Large Language Models into Socio-technical Systems
H. Torkamaan / S. Steinert / M.S. Pera / O. Kudina / S. Kernan Freire / H. Verma / Sage Kelly / M.T. Sekwenz / J. Yang / K.L.L. van Nunen / Martijn Warnier / F.M. Brazier / O. Oviedo-Trespalacios
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2024
Sixth International Workshop on Health Recommender Systems (HealthRecSys 2024)
Hanna Hauptmann / Christoph Trattner / Helma Torkamaan
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2024
The Role of Human-Centered AI in User Modeling, Adaptation, and Personalization—Models, Frameworks, and Paradigms
H. Torkamaan / S.N.R. Buijsman / Mohammad Tahaei / Ziang Xiao / Daricia Wilkinson / Bart P. Knijnenburg
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2023
Mood Measurement on Smartphones
Which Measure, Which Design?
Helma Torkamaan -
2023
The risks of using ChatGPT to obtain common safety-related information and advice
Oscar Oviedo-Trespalacios / Amy E. Peden / Thomas Cole-Hunter / Arianna Costantini / Milad Haghani / J. E. Rod / Sage Kelly / Helma Torkamaan / Amina Tariq / James David Albert Newton / Timothy Gallagher / Steffen Steinert / Ashleigh J. Filtness / Genserik Reniers
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Ancillary activities
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2022-11-16 - 2025-09-30