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We analyze two large datasets from technological networks with location and social data: user location records from an online location-based social networking service, and anonymized telecommunications data from a European cellphone…

社会与信息网络 · 计算机科学 2015-06-22 Chloë Brown , Neal Lathia , Anastasios Noulas , Cecilia Mascolo , Vincent Blondel

The social brain hypothesis predicts that humans have an average of about 150 relationships at any given time. Within this 150, there are layers of friends of an ego, where the number of friends in a layer increases as the emotional…

物理与社会 · 物理学 2016-08-05 Pádraig MacCarron , Kimmo Kaski , Robin Dunbar

Many households in developing countries lack formal financial histories, making it difficult for firms to extend credit, and for potential borrowers to receive it. However, many of these households have mobile phones, which generate rich…

计算机与社会 · 计算机科学 2023-12-13 Daniel Björkegren , Darrell Grissen

Mobile phone data have played a key role in quantifying human mobility during the COVID-19 pandemic. Existing studies on mobility patterns have primarily focused on regional aggregates in high-income countries, obfuscating the accentuated…

Strong and supportive social relationships are fundamental to our well-being. However, there are costs to their maintenance, resulting in a trade-off between quality and quantity, a typical strategy being to put a lot of effort on a few…

社会与信息网络 · 计算机科学 2017-04-12 Simone Centellegher , Eduardo López , Jari Saramäki , Bruno Lepri

Novel aspects of human dynamics and social interactions are investigated by means of mobile phone data. Using extensive phone records resolved in both time and space, we study the mean collective behavior at large scales and focus on the…

物理与社会 · 物理学 2009-11-13 J. Candia , M. C. González , P. Wang , T. Schoenharl , G. Madey , A. -L. Barabási

Big Data on electronic records of social interactions allow approaching human behaviour and sociality from a quantitative point of view with unforeseen statistical power. Mobile telephone Call Detail Records (CDRs), automatically collected…

物理与社会 · 物理学 2015-08-06 Jari Saramaki , Esteban Moro

We introduce a basic model for human mobility that accounts for the different dynamics arising from individuals embarking on short trips (and returning to their home locations) and individuals relocating to a new home. The differences…

物理与社会 · 物理学 2014-10-09 Joseph D. Skufca , Daniel ben-Avraham

Electronic communication records provide detailed information about temporal aspects of human interaction. Previous studies have shown that individuals' communication patterns have complex temporal structure, and that this structure has…

物理与社会 · 物理学 2014-03-05 Lauri Kovanen , Kimmo Kaski , János Kertész , Jari Saramäki

According to personality psychology, personality traits determine many aspects of human behaviour. However, validating this insight in large groups has been challenging so far, due to the scarcity of multi-channel data. Here, we focus on…

物理与社会 · 物理学 2018-11-12 Laura Alessandretti , Sune Lehmann , Andrea Baronchelli

The structure of egocentric networks reflects the way people balance their need for strong, emotionally intense relationships and a diversity of weaker ties. Egocentric network structure can be quantified with 'social signatures', which…

物理与社会 · 物理学 2018-06-08 S. Heydari , S. G. B. Roberts , R. I. M. Dunbar , J. Saramäki

We apply a simple clustering algorithm to a large dataset of cellular telecommunication records, reducing the complexity of mobile phone users' full trajectories and allowing for simple statistics to characterize their properties. For the…

数据分析、统计与概率 · 物理学 2009-11-05 James P. Bagrow , Tal Koren

Human mobility has been traditionally studied using surveys that deliver snapshots of population displacement patterns. The growing accessibility to ICT information from portable digital media has recently opened the possibility of…

Earlier attempts to investigate the changes of the role of friendship in different life stages have failed due to lack of data. We close this gap by using a large data set of mobile phone calls from a European country in 2007, to study how…

Understanding the spatiotemporal distribution of people within a city is crucial to many planning applications. Obtaining data to create required knowledge, currently involves costly survey methods. At the same time ubiquitous mobile…

机器学习 · 统计学 2012-07-06 Jameson L. Toole , Michael Ulm , Dietmar Bauer , Marta C. Gonzalez

Each stage of the human life course is characterized by a distinctive pattern of social relations. We study how the intensity and importance of the closest social contacts vary across the life course, using a large database of mobile…

Despite the importance of predicting evacuation mobility dynamics after large scale disasters for effective first response and disaster relief, our general understanding of evacuation behavior remains limited because of the lack of…

计算工程、金融与科学 · 计算机科学 2019-03-06 Takahiro Yabe , Yoshihide Sekimoto , Kota Tsubouchi , Satoshi Ikemoto

Mobile phone log data (e.g., phone call log) is not static as it is progressively added to day-by-day according to individ- ual's diverse behaviors with mobile phones. Since human behavior changes over time, the most recent pattern is more…

计算机与社会 · 计算机科学 2017-12-19 Iqbal H. Sarker , Muhammad Ashad Kabir , Alan Colman , Jun Han

The wide adoption of mobile devices and social media platforms have dramatically increased the collection and sharing of personal information. More and more frequently, users are called to take decisions concerning the disclosure of their…

计算机与社会 · 计算机科学 2017-01-31 Christos Perentis , Michele Vescovi , Chiara Leonardi , Corrado Moiso , Mirco Musolesi , Fabio Pianesi , Bruno Lepri

Mobile phone communication as digital service generates ever-increasing datasets of human communication actions, which in turn allow us to investigate the structure and evolution of social interactions and their networks. These datasets can…

物理与社会 · 物理学 2015-06-11 Vasyl Palchykov , János Kertész , Robin I. M. Dunbar , Kimmo Kaski