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This paper develops strategic foundations for an important statistical model of random networks with heterogeneous expected degrees. Based on this, we show how social networking services that subtly alter the costs and indirect benefits of…

应用统计 · 统计学 2010-04-09 Benjamin Golub , Yair Livne

An increasing number of today's social interactions occurs using online social media as communication channels. Some online social networks have become extremely popular in the last decade. They differ among themselves in the character of…

物理与社会 · 物理学 2015-06-09 Przemyslaw A. Grabowicz , Jose J. Ramasco , Victor M. Eguiluz

Studies on friendships in online social networks involving geographic distance have so far relied on the city location provided in users' profiles. Consequently, most of the research on friendships have provided accuracy at the city level,…

社会与信息网络 · 计算机科学 2015-08-06 Won-Yong Shin , Bikash C. Singh , Jaehee Cho , André M. Everett

Culture shapes people's behavior, both online and offline. Surprisingly, there is sparse research on how cultural context affects network formation and content consumption on social media. We analyzed the friendship networks and dyadic…

社会与信息网络 · 计算机科学 2023-02-01 Agrima Seth , Jiyin Cao , Xiaolin Shi , Ron Dotsch , Yozen Liu , Maarten W. Bos

Social media allow for an unprecedented amount of interaction between people online. A fundamental aspect of human social behavior, however, is the tendency of people to associate themselves with like-minded individuals, forming homogeneous…

社会与信息网络 · 计算机科学 2014-04-01 Desislava Hristova , Mirco Musolesi , Cecilia Mascolo

Social network structure is very important for understanding human information diffusing, cooperating and competing patterns. It can bring us with some deep insights about how people affect each other. As a part of complex networks, social…

物理与社会 · 物理学 2009-02-19 Yanqing Hu , Yougui Wang , Zengru Di

The article revisits spatial interaction and distance decay from the perspective of human mobility patterns and spatially-embedded networks based on an empirical data set. We extract nationwide inter-urban movements in China from a check-in…

社会与信息网络 · 计算机科学 2015-04-01 Yu Liu , Zhengwei Sui , Chaogui Kang , Yong Gao

We propose a modified Vicsek-like model to study influence dynamics and opinion formation in social networks. We work on the premise that opinions of members of a group may be considered to be analogous to the direction of motion of a…

社会与信息网络 · 计算机科学 2018-09-03 Narayani Vedam , Debasish Ghose

Online social networks are growing and becoming denser. The social connections of a given person may have very high variability: from close friends and relatives to acquaintances to people who hardly know. Inferring the strength of social…

数据结构与算法 · 计算机科学 2019-02-06 Polina Rozenshtein , Nikolaj Tatti , Aristides Gionis

Modern information and communication technologies, especially the Internet, have diminished the role of spatial distances and territorial boundaries on the access and transmissibility of information. This has enabled scientists for closer…

物理与社会 · 物理学 2012-12-18 Raj Kumar Pan , Kimmo Kaski , Santo Fortunato

Understanding the spatial networks formed by the trajectories of mobile users can be beneficial to applications ranging from epidemiology to local search. Despite the potential for impact in a number of fields, several aspects of human…

社会与信息网络 · 计算机科学 2015-03-18 Anastasios Noulas , Blake Shaw , Renaud Lambiotte , Cecilia Mascolo

The appearance of large geolocated communication datasets has recently increased our understanding of how social networks relate to their physical space. However, many recurrently reported properties, such as the spatial clustering of…

Recent years saw an increased interest in modeling and understanding the mechanisms of opinion and innovation spread through human networks. Using analysis of real-world social data, researchers are able to gain a better understanding of…

社会与信息网络 · 计算机科学 2016-03-29 Ajay Saini , Natasha Markuzon

Human social interactions in local settings can be experimentally detected by recording the physical proximity and orientation of people. Such interactions, approximating face-to-face communications, can be effectively represented as time…

物理与社会 · 物理学 2020-10-08 Giulia Cencetti , Federico Battiston , Bruno Lepri , Márton Karsai

We study a unique network dataset including periodic surveys and electronic logs of dyadic contacts via smartphones. The participants were a sample of freshmen entering university in the Fall 2011. Their opinions on a variety of political…

社会与信息网络 · 计算机科学 2017-10-17 Ashwin Bahulkar , Boleslaw K. Szymanski , Nitesh Chawla , Omar Lizardo , Kevin Chan

Loneliness has reached epidemic proportions globally, posing serious risks to mental and physical health. As social media platforms increasingly mediate social interaction, understanding their relationship with loneliness has become urgent.…

人机交互 · 计算机科学 2025-10-09 Yajing Wang , Talayeh Aledavood , Juhi Kulshrestha

Social media has emerged as a significant source of information for people. As agents interact with each other through social media platforms, they create numerous complex social networks. Within these networks, information spread among…

物理与社会 · 物理学 2023-03-07 Jiarui Dong , Yi-Cheng Zhang , Yixiu Kong

Long range connections play an essential role in dynamical processes on networks, on the processing of information in biological networks, on the structure of social and economical networks and in the propagation of opinions and epidemics.…

适应与自组织系统 · 物理学 2024-11-15 Tanya Araújo , R. Vilela Mendes

Social behaviors are often contagious, spreading through a population as individuals imitate the decisions and choices of others. A variety of global phenomena, from innovation adoption to the emergence of social norms and political…

社会与信息网络 · 计算机科学 2016-04-27 Kristina Lerman , Xiaoran Yan , Xin-Zeng Wu

This paper presents an analysis of a temporal network that describes the social connections of a large-scale (~ 30,000) sample of online social network users, inhabitants of a fixed city. We tested how the main network formation…

社会与信息网络 · 计算机科学 2022-10-04 Ivan V. Kozitsin , Eduard R. Sayfulin , Vyacheslav L. Goiko