Network science aims at developing methods and tools for the collection, processing, and analysis of relational data (e.g., from social media or sensor data) which can be modeled as a network. Network models facilitate the explanation and prediction of the structure and dynamics of social systems.
Our research on Network Science
- Measuring face-to-face interactions via RFID sensors in various environments (e.g., academic conferences) and combining these data with survey data on behavior and personality traits
- Networks of interactions between users of online platforms (such as Wikipedia, Reddit, Twitter), statistical modeling of patterns of online interactions (regarding information behavior, cooperation, conflict etc.)
- Generative network models which aim to explain and predict the behavior of subpopulations (e.g., collaborations between female and male researchers)
- Cultural networks that link geographical regions through shared online preferences
- Volle, Jonas, Andreas Schmitz, Haiko Lietz, and Richard Münch. 2024. "Group formation in science between homogenization and differentiation: Modeling the development of U.S. and German sociology." International Journal of Sociology. doi: https://doi.org/10.1080/00207659.2024.2357908.
- Ell, Theresia, Lydia Repke, and Henning Silber. 2024. "Persönliche und mediierte Kommunikation und ihre Auswirkungen auf die mentale Gesundheit aus Netzwerkperspektive." Frühjahrstagung DGNet und DGS:„Digitale Netzwerke: Soziale Formationen im und ums Internet“ , Philipps-Universität Marburg, Marburg, 2024-03-14.
- Repke, Lydia, Theresia Ell, and Henning Silber. 2023. "Beyond Distancing: An Examination of Social Networks and Mental Health in the Covid-19 Era." Social networks and wellbeing of older adults, Universität zu Köln, Köln, 2023-12-07.
- Mehta, Aditya, Arun Paudyal, Atul Sharma, Zyanya Ambros, Ipek Baris, Jun Sun, Oul Han, and Akram Sadat Hosseini. 2020. "Does the First Mover Advantage Exist on GitHub?" doi: https://doi.org/10.48550/arXiv.2006.02193.
- Kunegis, Jérôme, Jun Sun, and Eiko Yoneki. 2023. Guided Graph Generation: Evaluation of Graph Generators in Terms of Network Statistics, and a New Algorithm. ArXiV Preprint. doi: https://doi.org/10.48550/arXiv.2303.00635.
| Title | Start | End | Funder |
|---|---|---|---|
|
Entwicklung und Bedeutung sozialer Beziehungen im Kontext der Covid-19-Pandemie
(LoneCovid)
|
2023-02-01 | 2026-01-31 | Bund |
Knowledge Technologies for the Social Sciences
Stellvertretender Abteilungsleiter
FAIR Data
Teamleiter
Stellvertretender Abteilungsleiter
FAIR Data
Teamleiter
Präsidialbereich
Scientific Coordinator for Digital Behavioral Data
Scientific Coordinator for Digital Behavioral Data
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