(ECML PKDD 2011). In the past decade, network theory has revolutionized our understanding of systems of interacting objects, impacting a wide array of disciplines. In the area of complex systems we are witnessing yet another seismic shift. Indeed, thanks to the increasing availability of large-scale data in many diverse settings, researchers now have access to patterns of human behavior at an unprecedented level of details. These large-scale datasets, offering objective description on human activity patterns, are expected to revolutionize our understanding of human behavior. Researchers have attempted to study, measure, model and predict human behaviors from many dif-ferent perspectives. For example, much effort has been devoted to understa...
Thesis: S.M., Massachusetts Institute of Technology, School of Architecture and Planning, Program in...
Understanding the patterns underlying human mobility is of an essential importance to applications l...
The paper illustrates basic methods of mobility data mining, designed to extract from the big mobili...
Fueled by big data collected by a wide range of high-throughput tools and technologies, a new wave o...
Network structure exists in various types of data in the real world, such as online and offline soci...
Human Mobility has attracted attentions from different fields of studies such as epidemic modeling, ...
With the development of programmable computers, humans have entered the digital age. The emergence o...
Within network science and network theory, there has been a lot of success in the analysis of comple...
Thesis: Ph. D., Massachusetts Institute of Technology, School of Architecture and Planning, Program ...
Investigating human mobility patterns and comprehending the social dynamics that govern people movem...
Human mobility is differentiated by time scales. While the mechanism for long time scales has been s...
International audienceThe availability of new data sources on human mobility is opening new avenues ...
The mining of human mobility can be exploited to support the design of traffic planning, route recom...
A graph is a versatile data structure facilitating representation of interactions among objects in v...
Recent developments in the Internet of Things (IoT), social media, and the data sciences have result...
Thesis: S.M., Massachusetts Institute of Technology, School of Architecture and Planning, Program in...
Understanding the patterns underlying human mobility is of an essential importance to applications l...
The paper illustrates basic methods of mobility data mining, designed to extract from the big mobili...
Fueled by big data collected by a wide range of high-throughput tools and technologies, a new wave o...
Network structure exists in various types of data in the real world, such as online and offline soci...
Human Mobility has attracted attentions from different fields of studies such as epidemic modeling, ...
With the development of programmable computers, humans have entered the digital age. The emergence o...
Within network science and network theory, there has been a lot of success in the analysis of comple...
Thesis: Ph. D., Massachusetts Institute of Technology, School of Architecture and Planning, Program ...
Investigating human mobility patterns and comprehending the social dynamics that govern people movem...
Human mobility is differentiated by time scales. While the mechanism for long time scales has been s...
International audienceThe availability of new data sources on human mobility is opening new avenues ...
The mining of human mobility can be exploited to support the design of traffic planning, route recom...
A graph is a versatile data structure facilitating representation of interactions among objects in v...
Recent developments in the Internet of Things (IoT), social media, and the data sciences have result...
Thesis: S.M., Massachusetts Institute of Technology, School of Architecture and Planning, Program in...
Understanding the patterns underlying human mobility is of an essential importance to applications l...
The paper illustrates basic methods of mobility data mining, designed to extract from the big mobili...