Dr. Rafiazka Millanida Hilman
Faculty of Science · University of Amsterdam
Research Interests
Computational Social Science, Digital Humanities, Agent-based Modeling, Social Network Analysis, Urban Complex System, Spatial Data Science
Biography
My research integrates Network and Data Science, Computational Social Science, and the Digital Humanities to advance Artificial Intelligence (AI) methods for studying artificial societies in digital twin environments. Using heterogeneous data ranging from microdata and digital traces to CDR, GPS, social media, and satellite imagery, I develop high-resolution computational models that capture multiscale socio-behavioral and socio-spatial dynamics. This work contributes data-intensive, theory-informed frameworks for explaining and forecasting complex social phenomena and provides empirical foundations for policy analysis supported by robust AI-driven modeling infrastructures.
Recent Scopus Publications
- Stratified mobility, segregated boundary, and socioeconomic mixing in New York
- Impact of increasing local economic capacity on reducing maritime logistics costs in island Province of eastern Indonesia: A dynamic system approach
- Socioeconomic biases in urban mixing patterns of US metropolitan areas
Links
- ORCID https://orcid.org/0009-0003-9252-7765
- Google Scholar https://scholar.google.com/citations?hl=en&user=aUwhl30AAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=57305370400