Research projects
Through its Digitization Commission (DigiK), the University of Bern supports the following intra- or interfaculty research projects that contribute to its profile on the topic of "People in digital transformation, MidT".
Algorithmic Management – Establishing Fair and Participative Shift Planning in Healthcare
Phil.-Nat. & WiSo Fakultät
Shift plans determine when employees are working and thus have a significant impact on their satisfaction and their social life. Creating shift plans is a highly complex – often manually conducted – task because many legal and operational requirements must be respected. This sometimes leads to outcomes being perceived as unfair by employees, who nowadays have few options to reveal their preferences in this process. The project therefore seeks to develop fair AI-based algorithms and interfaces to put employees at the center of attention in time-shift planning in the healthcare context. (The link will be available soon)
Privacy in Digital Health Apps
Phil.-Hum.
The research project “PRIVATE” is developing approaches to improve privacy in the field of mental health applications. The aim is to increase transparency and control users have over the collection and processing of their personal data. Additionally, the clinical use of a completely anonymized app version is being evaluated.
Linked Data & Relational Databases: Grounded Knowledge
Phil.-Hist. Fakultät
The project "Conveying, Connecting, and Preserving Grounded Knowledge" of the Faculty of Philosophy and History is a collaboration between four institutes: the Institute for Theater Studies (Swiss Theater and Dance Encyclopedia), the Institute for Musicology (Swiss Music Encyclopedia), the Institute for Archaeological Sciences (Digital Sumerian Lexicon), and the Historical Institute (Repetorium Academicum). Within the scope of this project, four databases originating from humanities research are being analyzed and modeled for subsequent availability to researchers and the general public.
Using digital sensing to predict human health and well-being – SENTI
Phil.-Hum. & Phil.-Nat. Fakultät
Digitalization presents both opportunities and challenges for human health and well-being. While smartphone use has the potential to enhance psychological well-being and to support healthy behavior, problematic usage can have adverse effects on physical and mental health. In this context, mobile sensing technology, including smartphones, smartwatches, and wearables, offers a unique advantage by reaching individuals in their daily lives. It provides indicators for measuring and predicting psychosocial states and behaviors, encompassing affective states, mental health, social interactions, and health-related behaviors. The SENTI project is a collaboration of psychology and computer science aimed at leveraging mobile sensing technology to better understand and predict changes in health and well-being. Ultimately, its goal is to identify targets for just-in-time interventions to promote individuals' health and well-being in the long-term.
SeLeKt
Phil.-Hum.
In the "SeLeKt" project, we analyze how digital media promote self-regulated learning in high schools (Studybuddy) and sports science education (SwimMap). Using Learning Analytics, both tools optimize teaching and learning processes and enhance digital competence. Our research approach combines quantitative and qualitative methods to gain insights from both student and teacher perspectives.
Humans in Public Sector Digitalization
RW & WiSo Fakultät
The research project examines the digital transformation process of public administration with a focus on digitized administrative procedures and its effects on the receiving end. The research aims to create a legal basis for the digital transformation in administrative procedures with the goal of increasing citizen benefits. Using an interdisciplinary approach through one dissertation each in Public Administration and Public Law, a survey collects data on the status of digitization in administrative procedures on the basis of related theories, and the stages of digitization in administrative procedures and their potential effects will be explored. Finally, based on the research findings we develop recommendations for the digital transformation of administrative procedures.
Linked Data & Relational Databases: Grounded Knowledge
Phil.-Nat. & RW Fakultät
The project "Conveying, Connecting, and Preserving Grounded Knowledge" of the Faculty of Philosophy and History is a collaboration between four institutes: the Institute for Theater Studies (Swiss Theater and Dance Encyclopedia), the Institute for Musicology (Swiss Music Encyclopedia), the Institute for Archaeological Sciences (Digital Sumerian Lexicon), and the Historical Institute (Repetorium Academicum). Within the scope of this project, four databases originating from humanities research are being analyzed and modeled for subsequent availability to researchers and the general public.
Perception in Statistics, Econometrics and Probability
Phil.-Nat. & WiSo Fakultät
Digitalisation enables faster and more efficient processes, however it also leads to an enormous increase of data to be analysed. For instance in medical studies, numerous quantities and features are reported for each person or procedure, hoping that this leads to additional insights, e.g. by means of artificial intelligence. One problem is that the human mind is able to grasp and imagine two- or three-dimensional objects. However, if the data consists of high-dimensional observations vectors, there exist surprosing effects which contradict human intuition. These effects render the detection of interesting structures rather difficult - a search for needles in a haystack. Another problem is that when analysing massive data, there is a danger of detecting apparent associations and other interesting effects which would rutn out to be spurious in future experiments or studies. In our project we shall work on both problems. A particular goal is a deeper understanding of when and how to apply certain methods of machine learning purposefully, instead of naive trial and error.