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For the last few years, the amount of data has significantly increased in the companies. It is the reason why data analysis methods have to evolve to meet new demands. In this article, we introduce a practical analysis of a large database…

机器学习 · 统计学 2015-11-02 Romain Guigourès , Marc Boullé , Fabrice Rossi

We analyze a coupled anonymized dataset collecting the mobile phone communication and bank transactions history of a large number of individuals. After mapping the social structure and introducing indicators of socioeconomic status,…

社会与信息网络 · 计算机科学 2017-12-25 Yannick Leo , Márton Karsai , Carlos Sarraute , Eric Fleury

Most research of online communication focuses on modes of communication that are either open (like forums, bulletin boards, Twitter, etc.) or direct (like e-mails). In this work, we study a dataset that has both types of communication…

社会与信息网络 · 计算机科学 2014-08-13 Fariba Karimi , Verónica C. Ramenzoni , Petter Holme

The uneven distribution of wealth and individual economic capacities are among the main forces which shape modern societies and arguably bias the emerging social structures. However, the study of correlations between the social network and…

社会与信息网络 · 计算机科学 2016-12-15 Yannick Leo , Eric Fleury , J. Ignacio Alvarez-Hamelin , Carlos Sarraute , Márton Karsai

In the era of big data, the ubiquity of location-aware portable devices provides an unprecedented opportunity to understand inhabitants' behavior and their interactions with the built environments. Among the widely used data resources,…

社会与信息网络 · 计算机科学 2023-06-07 Le Huang , Fan Xia , Hui Chen , Bowen Hu , Xiao Zhou , Chunxiao Li , Yaohui Jin , Yanyan Xu

Human attention becomes an increasingly important resource for our understanding or collective human behaviors in the age of information explosion. To better understand the flow of collective attention, we construct the attention flow…

计算机与社会 · 计算机科学 2017-10-24 Cheng-Jun Wang , Zhi-Cong Chen , Qiang Qin , Naipeng Chao

Temporal social networks are characterized by {heterogeneous} duration of contacts, which can either follow a power-law distribution, such as in face-to-face interactions, or a Weibull distribution, such as in mobile-phone communication.…

物理与社会 · 物理学 2013-07-23 Kun Zhao , Márton Karsai , Ginestra Bianconi

Over the past decade, mobile phones have become prevalent in all parts of the world, across all demographic backgrounds. Mobile phones are used by men and women across a wide age range in both developed and developing countries.…

社会与信息网络 · 计算机科学 2018-08-03 Jorge Brea , Javier Burroni , Carlos Sarraute

Mobile phone usage provides a wealth of information, which can be used to better understand the demographic structure of a population. In this paper, we focus on the population of Mexican mobile phone users. We first present an…

社会与信息网络 · 计算机科学 2019-01-11 Carlos Sarraute , Jorge Brea , Javier Burroni , Pablo Blanc

Social networks are of interest to researchers in part because they are thought to mediate the flow of information in communities and organizations. Here we study the temporal dynamics of communication using on-line data, including e-mail…

物理与社会 · 物理学 2008-06-20 Gueorgi Kossinets , Jon Kleinberg , Duncan Watts

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

Much of applied network analysis concerns with studying the existing relationships between a set of agents; however, little focus has been given to the considerations of how to represent observed phenomena as a network object. In the case…

社会与信息网络 · 计算机科学 2018-06-13 Sirui Wang , Mei Wang

In this paper we investigate the behavioural differences between mobile phone customers with prepaid and postpaid subscriptions. Our study reveals that (a) postpaid customers are more active in terms of service usage and (b) there are…

社会与信息网络 · 计算机科学 2017-07-03 Yongjun Liao , Wei Du , Márton Karsai , Carlos Sarraute , Martin Minnoni , Eric Fleury

All the existing real world networks are evolving, hence, study of traffic dynamics in these enlarged networks is a challenging task. The critical issue is to optimize the network structure to improve network capacity and avoid traffic…

网络与互联网体系结构 · 计算机科学 2018-11-19 Suchi Kumari , Anurag Singh

The empirical study of network dynamics has been limited by the lack of longitudinal data. Here we introduce a quantitative indicator of link persistence to explore the correlations between the structure of a mobile phone network and the…

物理与社会 · 物理学 2009-11-13 Cesar A. Hidalgo , C. Rodriguez-Sickert

Humans are heterogenous and the behaviors of individuals could be different from that at the population level. We conduct an in-depth study of the temporal patterns of cellphone conversation activities of 73'339 anonymous cellphone users…

物理与社会 · 物理学 2016-10-05 Zhi-Qiang Jiang , Wen-Jie Xie , Ming-Xia Li , Wei-Xing Zhou , Didier Sornette

The bidirectional selection between two classes widely emerges in various social lives, such as commercial trading and mate choosing. Until now, the discussions on bidirectional selection in structured human society are quite limited. We…

物理与社会 · 物理学 2015-02-23 Bin Zhou , Zhe He , Luo-Luo Jiang , Nian-Xin Wang , Bing-Hong Wang

The traffic in telephone networks is analyzed in this paper. Unlike the classical traffic analysis where call blockings are due to the limited channel capacity, we consider here a more realistic cause for call blockings which is due to the…

物理与社会 · 物理学 2009-11-11 Yongxiang Xia , Chi K. Tse , Francis C. M. Lau , Wai Man Tam , Michael Small

Bolletta (2021, Math. Soc. Sci. 114:1-10) studies a model in which a network is strategically formed and then agents play a linear best-response investment game in it. The model is motivated by an application in which people choose both…

理论经济学 · 经济学 2023-02-24 Benjamin Golub , Yu-Chi Hsieh , Evan Sadler

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…