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To study the effects of Online Social Network (OSN) activity on real-world offline events, researchers need access to OSN data, the reliability of which has particular implications for social network analysis. This relates not only to the…

社会与信息网络 · 计算机科学 2022-02-28 Derek Weber , Mehwish Nasim , Lewis Mitchell , Lucia Falzon

Although ubiquitous, interactions of groups of individuals (e.g., modern messaging applications, group meetings, or even a parliament discussion) are not yet thoroughly studied. Frequently, single-groups are modeled as critical-mass…

物理与社会 · 物理学 2023-06-19 Guilherme Ferraz de Arruda , Giovanni Petri , Pablo Martín Rodriguez , Yamir Moreno

Clustering is the propensity of nodes that share a common neighbour to be connected. It is ubiquitous in many networks but poses many modelling challenges. Clustering typically manifests itself by a higher than expected frequency of…

动力系统 · 数学 2016-01-07 Martin Ritchie , Luc Berthouze , Istvan Z. Kiss

Conventionally, pairwise relationships between nodes are considered to be the fundamental building blocks of complex networks. However, over the last decade the overabundance of certain sub-network patterns, so called motifs, has attracted…

物理与社会 · 物理学 2015-01-28 Marco Winkler , Joerg Reichardt

Cascades of information-sharing are a primary mechanism by which content reaches its audience on social media, and an active line of research has studied how such cascades, which form as content is reshared from person to person, develop…

社会与信息网络 · 计算机科学 2016-02-04 Justin Cheng , Lada A Adamic , Jon Kleinberg , Jure Leskovec

In social network Twitter, users can interact with each other and spread information via retweets. These millions of interactions may result in media events whose influence goes beyond Twitter framework. In this paper, we thoroughly explore…

社会与信息网络 · 计算机科学 2019-06-07 Audrey Wilmet , Robin Lamarche-Perrin

The study of connectivity and coordination has drawn increasing attention in recent decades due to their central role in driving markets, shaping societal dynamics, and influencing biological systems. Traditionally, observable connections,…

社会与信息网络 · 计算机科学 2025-04-04 Shahar Somin , Tom Cohen , Jeremy Kepner , Alex Pentland

The viral propagation of fake posts on online social networks (OSNs) has become an alarming concern. The paper aims to design control mechanisms for fake post detection while negligibly affecting the propagation of real posts. Towards this,…

概率论 · 数学 2023-09-22 Khushboo Agarwal , Veeraruna Kavitha

Online social networks (OSNs) are changing the way in which the information spreads throughout the Internet. A deep understanding of the information spreading in OSNs leads to both social and commercial benefits. In this paper, we…

社会与信息网络 · 计算机科学 2015-01-26 Sai Zhang , Ke Xu , Xi Chen , Xue Liu

Online Social Networks (OSN) during last years acquired a huge and increasing popularity as one of the most important emerging Web phenomena, deeply modifying the behavior of users and contributing to build a solid substrate of connections…

社会与信息网络 · 计算机科学 2011-06-03 Salvatore Catanese , Pasquale De Meo , Emilio Ferrara , Giacomo Fiumara

Online Social Network (OSN) is one of the hottest innovations in the past years, and the active users are more than a billion. For OSN, users' behavior is one of the important factors to study. This demonstration proposal presents…

社会与信息网络 · 计算机科学 2013-12-10 Rui Guo , Hongzhi Wang , Lucheng Zhong , Jianzhong Li , Hong Gao

In recent decades, the massification of online social connections has made information globally accessible in a matter of seconds. Unfortunately, this has been accompanied by a dramatic surge in extreme opinions, without a clear solution in…

社会与信息网络 · 计算机科学 2024-03-20 Vincent Bouttier , Salomé Leclercq , Renaud Jardri , Sophie Deneve

Nowadays, Online Social Networks are popular websites on the internet, which millions of users register on and share their own personal information with others. Privacy threats and disclosing personal information are the most important…

社会与信息网络 · 计算机科学 2014-03-11 Morteza Yousefi Kharaji , Fatemeh Salehi Rizi

Many people use social media to seek information during disasters while lacking access to traditional information sources. In this study, we analyze Twitter data to understand information spreading activities of social media users during…

社会与信息网络 · 计算机科学 2017-06-12 Arif Mohaimin Sadri , Samiul Hasan , Satish V. Ukkusuri , Manuel Cebrian

Online social post streams such as Twitter timelines and forum discussions have emerged as important channels for information dissemination. They are noisy, informal, and surge quickly. Real life events, which may happen and evolve every…

社会与信息网络 · 计算机科学 2013-11-26 Pei Lee , Laks V. S. Lakshmanan , Evangelos E. Milios

Due to the proliferation of online social networks (OSNs), users find themselves participating in multiple OSNs. These users leave their activity traces as they maintain friendships and interact with other users in these OSNs. In this work,…

社会与信息网络 · 计算机科学 2017-03-03 Roy Ka-Wei Lee , Ee-Peng Lim

Detection of emerging topics are now receiving renewed interest motivated by the rapid growth of social networks. Conventional term-frequency-based approaches may not be appropriate in this context, because the information exchanged are not…

机器学习 · 统计学 2011-10-14 Toshimitsu Takahashi , Ryota Tomioka , Kenji Yamanishi

Structural balance theory predicts that triads in networks gravitate towards stable configurations. The theory has been verified for undirected graphs. Since real-world networks are often directed, we introduce a novel method for…

社会与信息网络 · 计算机科学 2024-05-07 Rezvaneh Rezapour , Ly Dinh , Lan Jiang , Jana Diesner

Recent research has focused on the monitoring of global-scale online data for improved detection of epidemics, mood patterns, movements in the stock market, political revolutions, box-office revenues, consumer behaviour and many other…

社会与信息网络 · 计算机科学 2012-11-29 Manuel Garcia-Herranz , Esteban Moro Egido , Manuel Cebrian , Nicholas A. Christakis , James H. Fowler

It's by now folklore that to understand the activity pattern of a user in an online social network (OSN) platform, one needs to look at his friends or the ones he follows. The common perception is that these friends exert influence on the…

社会与信息网络 · 计算机科学 2025-05-26 Michael Sidorov , Dan Vilenchik