Dmytro
Karamshuk
I was born in Kyiv, Ukraine on August 7th, 1984. I got my
master's degree in computer science at the National University of
Ukraine "KPI" in 2007. From 2005 to 2010 I was working in the
co-founded software company Stanfy LLC. From 2010 I was a PhD
student at IMT Institute for Advanced Studies, Lucca and worked in
collaboration with the Institute for Informatics and Telematics of
National Research Council (IIT-CNR), Pisa. In 2012 I did a research
internship at the Computer Laboratory, University of Cambridge. I
graduated in July 2013. Now I'm a postdoc at King's College
London.
I'm studying human mobility and urban dynamics using
stochastic and machine-learning models. Particularly, I've been
working on analysis of urban mobility from the online
location-based social networks; human mobility models for
performance analysis of mobile ad-hoc networks; understanding
spatial interactions between business activities in the city;
mining online location-based services for optimal retail store
placement, etc. I also have extensive experience in software
engineering, team management and product development.
Recent publications:
- D. Karamshuk, A. Noulas, S. Scellato, V. Nicosia, C. Mascolo. Geo-Spotting: Mining Online Location-based Services for Optimal Retail Store Placement. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Chicago, 2013. link pdf
- D. Karamshuk, C. Boldrini, M. Conti, and A. Passarella. SPoT: Representing the Social, Spatial, and Temporal Dimensions of Human Mobility with a Unifying Framework. To be published in Elsevier Journal on Pervasive and Mobile Computing (PMC). link pdf
- D. Karamshuk, C. Boldrini, M. Conti, and A. Passarella. An arrival based framework for human mobility modeling. IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks (WoWMoM), San Francisco, 2012. link pdf
- D. Karamshuk, C. Boldrini, M. Conti, and A. Passarella. Human mobility models for opportunistic networks. IEEE Communications Magazine, 2011. link pdf