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Many social, technological and biological interactions involve network relationships whose outcome intimately depends on the structure of the network and on the strengths of the connections. Yet, although much information is now available…

统计力学 · 物理学 2009-11-10 Guido Caldarelli , Fabrizio Coccetti , Paolo De Los Rios

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

A crucial task in the analysis of on-line social-networking systems is to identify important people --- those linked by strong social ties --- within an individual's network neighborhood. Here we investigate this question for a particular…

社会与信息网络 · 计算机科学 2013-10-28 Lars Backstrom , Jon Kleinberg

Electronic databases, from phone to emails logs, currently provide detailed records of human communication patterns, offering novel avenues to map and explore the structure of social and communication networks. Here we examine the…

物理与社会 · 物理学 2009-11-13 J. -P. Onnela , J. Saramaki , J. Hyvonen , G. Szabo , D. Lazer , K. Kaski , J. Kertesz , A. -L. Barabasi

The availability of advanced social interaction sensing technologies provides fine grained data for social network analysis. Although traditional methods of gathering social network data may be subject to human ability to recall social…

社会与信息网络 · 计算机科学 2013-08-07 Rahman Oloritun , Alex , Pentland , Inas Khayal

Social networks are made out of strong and weak ties having very different structural and dynamical properties. But, what features of human interaction build a strong tie? Here we approach this question from an practical way by finding what…

物理与社会 · 物理学 2017-06-21 Henry Navarro , Giovanna Miritello , Arturo Canales , Esteban Moro

Relationships between people constantly evolve, altering interpersonal behavior and defining social groups. Relationships between nodes in social networks can be represented by a tie strength, often empirically assessed using surveys. While…

社会与信息网络 · 计算机科学 2021-01-26 James Flamino , Ross DeVito , Boleslaw K. Szymanski , Omar Lizardo

While direct social ties have been intensely studied in the context of computer-mediated social networks, indirect ties (e.g., friends of friends) have seen little attention. Yet in real life, we often rely on friends of our friends for…

社会与信息网络 · 计算机科学 2014-01-20 Xiang Zuo , Jeremy Blackburn , Nicolas Kourtellis , John Skvoretz , Adriana Iamnitchi

Today's societies are enveloped in an ever-growing telecommunication infrastructure. This infrastructure offers important opportunities for sensing and recording a multitude of human behaviors. Human mobility patterns are a prominent…

计算机与社会 · 计算机科学 2016-10-18 Piotr Sapiezynski , Arkadiusz Stopczynski , David Kofoed Wind , Jure Leskovec , Sune Lehmann

Many complex human and natural phenomena can usefully be represented as networks describing the relationships between individuals. While these relationships are typically intermittent, previous research has used network representations that…

计算机与社会 · 计算机科学 2013-06-06 Vassilis Kostakos , Eamonn O'Neill , Alan Penn

Network topology and its relationship to tie strengths may hinder or enhance the spreading of information in social networks. We study the correlations between tie strengths and topology in networks of scientific collaboration, and show…

物理与社会 · 物理学 2012-01-12 Raj Kumar Pan , Jari Saramäki

Even though the concept of tie strength is central in social network analysis, it is difficult to quantify how strong social ties are. One typical way of estimating tie strength in data-driven studies has been to simply count the total…

物理与社会 · 物理学 2020-07-29 Javier Ureña-Carrion , Jari Saramäki , Mikko Kivelä

Granovetter's weak tie theory of social networks is built around two central hypotheses. The first states that strong social ties carry the large majority of interaction events; the second maintains that weak social ties, although less…

物理与社会 · 物理学 2017-09-04 Lilian Weng , Márton Karsai , Nicola Perra , Filippo Menczer , Alessandro Flammini

In online social network (OSN), understanding the factors bound to the role and strength of interaction(tie) are essential to model a wide variety of network-based applications. The recognition of these interactions can enhance the accuracy…

社会与信息网络 · 计算机科学 2020-03-13 Chandni Saxena , Tanvir Ahmad

Pervasive socio-technical networks bring new conceptual and technological challenges to developers and users alike. A central research theme is evaluation of the intensity of relations linking users and how they facilitate communication and…

社会与信息网络 · 计算机科学 2014-11-04 Pasquale De Meo , Emilio Ferrara , Giacomo Fiumara , Alessandro Provetti

The association between tie strength and social structure is a fundamental topic in the social sciences. We study this association by analyzing tie strength in higher-order networks, an increasingly relevant model which can encode group…

社会与信息网络 · 计算机科学 2024-09-26 Arnab Sarker , Jean-Baptiste Seby , Austin R. Benson , Ali Jadbabaie

The problem of mapping human close-range proximity networks has been tackled using a variety of technical approaches. Wearable electronic devices, in particular, have proven to be particularly successful in a variety of settings relevant…

The structure of a social network contains information useful for predicting its evolution. Nodes that are "close" in some sense are more likely to become linked in the future than more distant nodes. We show that structural information can…

社会与信息网络 · 计算机科学 2011-12-14 Kristina Lerman , Suradej Intagorn , Jeon-Hyung Kang , Rumi Ghosh

Online social networking technologies enable individuals to simultaneously share information with any number of peers. Quantifying the causal effect of these technologies on the dissemination of information requires not only identification…

社会与信息网络 · 计算机科学 2012-02-29 Eytan Bakshy , Itamar Rosenn , Cameron Marlow , Lada Adamic

An increasing fraction of today social interactions occur using online social media as communication channels. Recent worldwide events, such as social movements in Spain or revolts in the Middle East, highlight their capacity to boost…

物理与社会 · 物理学 2012-02-09 Przemyslaw A. Grabowicz , Jose J. Ramasco , Esteban Moro , Josep Pujol , Victor M. Eguiluz
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