Analyzing and modeling real-world phenomena with complex networks: a survey of applications

LF Costa, ON Oliveira Jr, G Travieso… - Advances in …, 2011 - Taylor & Francis
The success of new scientific areas can be assessed by their potential in contributing to new
theoretical approaches and in applications to real-world problems. Complex networks have …

Analyzing large-scale human mobility data: a survey of machine learning methods and applications

E Toch, B Lerner, E Ben-Zion, I Ben-Gal - Knowledge and Information …, 2019 - Springer
Human mobility patterns reflect many aspects of life, from the global spread of infectious
diseases to urban planning and daily commute patterns. In recent years, the prevalence of …

Daily stress recognition from mobile phone data, weather conditions and individual traits

A Bogomolov, B Lepri, M Ferron, F Pianesi… - Proceedings of the …, 2014 - dl.acm.org
Research has proven that stress reduces quality of life and causes many diseases. For this
reason, several researchers devised stress detection systems based on physiological …

Relationships and the social brain: integrating psychological and evolutionary perspectives

A Sutcliffe, R Dunbar, J Binder… - British journal of …, 2012 - Wiley Online Library
Psychological studies of relationships tend to focus on specific types of close personal
relationships (romantic, parent–offspring, friendship) and examine characteristics of both the …

Bridging the gap between physical location and online social networks

J Cranshaw, E Toch, J Hong, A Kittur… - Proceedings of the 12th …, 2010 - dl.acm.org
This paper examines the location traces of 489 users of a location sharing social network for
relationships between the users' mobility patterns and structural properties of their …

Community detection via maximization of modularity and its variants

M Chen, K Kuzmin… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we first discuss the definition of modularity (Q) used as a metric for community
quality and then we review the modularity maximization approaches which were used for …

From taxi GPS traces to social and community dynamics: A survey

PS Castro, D Zhang, C Chen, S Li, G Pan - ACM Computing Surveys …, 2013 - dl.acm.org
Vehicles equipped with GPS localizers are an important sensory device for examining
people's movements and activities. Taxis equipped with GPS localizers serve the …

An empirical examination of echo chambers in US climate policy networks

L Jasny, J Waggle, DR Fisher - Nature Climate Change, 2015 - nature.com
Diverse methods have been applied to understand why science continues to be debated
within the climate policy domain. A number of studies have presented the notion of the 'echo …

The scaling of human interactions with city size

M Schläpfer, LMA Bettencourt… - Journal of the …, 2014 - royalsocietypublishing.org
The size of cities is known to play a fundamental role in social and economic life. Yet, its
relation to the structure of the underlying network of human interactions has not been …

A network's gender composition and communication pattern predict women's leadership success

Y Yang, NV Chawla, B Uzzi - Proceedings of the National …, 2019 - National Acad Sciences
Many leaders today do not rise through the ranks but are recruited directly out of graduate
programs into leadership positions. We use a quasi-experiment and instrumental-variable …