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Social media has become a major information platform where people consume and share news. However, it has also enabled the wide dissemination of false news, i.e., news posts published on social media that are verifiably false, causing…

多媒体 · 计算机科学 2019-08-29 Juan Cao , Qiang Sheng , Peng Qi , Lei Zhong , Yanyan Wang , Xueyao Zhang

The concept of truth, as a public good is the production of a collective understanding, which emerges from a complex network of social interactions. The recent impact of social networks on shaping the perception of truth in political arena…

社会与信息网络 · 计算机科学 2018-04-10 Abbas Ehsanfar , Mo Mansouri

Due to the extensive role of social networks in social media, it is easy for people to share the news, and it spreads faster than ever before. These platforms also have been exploited to share the rumor or fake information, which is a…

社会与信息网络 · 计算机科学 2020-11-11 Akrati Saxena , Harsh Saxena , Ralucca Gera

In a competitive marketing, there are a large number of players which produce the same product. Each firm aims to diffuse its product information widely so that it's product will become popular among potential buyers. The more popular is a…

社会与信息网络 · 计算机科学 2019-01-01 Rahul Goel , Anurag Singh , Fakhteh Ghanbarnejad

We consider a dynamic multichannel access problem, where multiple correlated channels follow an unknown joint Markov model. A user at each time slot selects a channel to transmit data and receives a reward based on the success or failure of…

网络与互联网体系结构 · 计算机科学 2018-02-21 Shangxing Wang , Hanpeng Liu , Pedro Henrique Gomes , Bhaskar Krishnamachari

Redistribution mechanism design aims to redistribute the revenue collected by a truthful auction back to its participants without affecting the truthfulness. We study redistribution mechanisms for diffusion auctions, which is a new trend in…

计算机科学与博弈论 · 计算机科学 2023-03-07 Sizhe Gu , Yao Zhang , Yida Zhao , Dengji Zhao

Diffusion processes are instrumental to describe the movement of a continuous quantity in a generic network of interacting agents. Here, we present a probabilistic framework for diffusion in networks and propose to classify agent…

社会与信息网络 · 计算机科学 2015-08-28 Wai Hong Ronald Chan , Matthias Wildemeersch , Tony Q. S. Quek

Recent empirical studies have confirmed the key roles of complex contagion mechanisms such as memory, social reinforcement, and decay effects in information diffusion and behaviour spreading. Inspired by this fact, we here propose a new…

物理与社会 · 物理学 2014-08-20 Pengbi Cui , Ming Tang , Zhi-Xi Wu

We consider the problem of how to optimize multi-stage campaigning over social networks. The dynamic programming framework is employed to balance the high present reward and large penalty on low future outcome in the presence of extensive…

社会与信息网络 · 计算机科学 2016-06-14 Mehrdad Farajtabar , Xiaojing Ye , Sahar Harati , Le Song , Hongyuan Zha

Widespread interest in the diffusion of information through social networks has produced a large number of Social Dynamics models. A majority of them use theoretical hypothesis to explain their diffusion mechanisms while the few empirically…

物理与社会 · 物理学 2011-05-18 José Luis Iribarren , Esteban Moro

The problem of Profit Maximization asks to choose a limited number of influential users from a given social network such that the initial activation of these users maximizes the profit earned at the end of the diffusion process. This…

社会与信息网络 · 计算机科学 2026-02-03 Poonam Sharma , Suman Banerjee

Among different aspects of social networks, dynamics have been proposed to simulate how opinions can be transmitted. In this study, we propose a model that simulates the communication in an online social network, in which the posts are…

In an election, we are given a set of voters, each having a preference list over a set of candidates, that are distributed on a social network. We consider a scenario where voters may change their preference lists as a consequence of the…

社会与信息网络 · 计算机科学 2020-06-01 Mohammad Abouei Mehrizi , Gianlorenzo D'Angelo

In this paper, we study resilient distributed diffusion for multi-task estimation in the presence of adversaries where networked agents must estimate distinct but correlated states of interest by processing streaming data. We show that in…

多智能体系统 · 计算机科学 2020-03-25 Jiani Li , Waseem Abbas , Xenofon Koutsoukos

Social media platforms systematically reward popularity over authenticity, incentivizing users to strategically tailor their expression for attention. In this paper, we introduce (i) popularity as a strategic expression mechanism, distinct…

综合经济学 · 经济学 2026-03-03 Zafer Kanik , Zaruhi Hakobyan

Problem definition: Corporate brands, grassroots activists, and ordinary citizens all routinely employ Word-of-mouth (WoM) diffusion to promote products and instigate social change. Our work models the formation and spread of negative…

社会与信息网络 · 计算机科学 2021-05-07 Shuoguang Yang , Shatian Wang , Van-Anh Truong

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

This paper studies a diffusion control problem motivated by challenges faced by public health agencies who run clinics to serve the public. A key challenge for these agencies is to motivate individuals to participate in the services…

应用统计 · 统计学 2023-12-06 Baris Ata , Deishin Lee , Mustafa H. Tongarlak

Diffusion mechanism design, which investigate how to incentivise agents to invite as many colleagues to a multi-agent decision making as possible, is a new research paradigm at the intersection between microeconomics and computer science.…

计算机科学与博弈论 · 计算机科学 2024-11-13 Ryoto Ando , Kei Kimura , Taiki Todo , Makoto Yokoo

We argue that behavioral science models of online content-sharing overlook the role of strategic interactions between users. Borrowing from accuracy-nudges studies decision-theoretic models, we propose a basic game model and explore special…

社会与信息网络 · 计算机科学 2023-07-12 Emmanuel J. Genot