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As cryptocurrencies gain popularity, the digital asset marketplace becomes increasingly significant. Understanding social media signals offers valuable insights into investor sentiment and market dynamics. Prior research has predominantly…

计算与语言 · 计算机科学 2025-09-03 Chenghao Liu , Aniket Mahanti , Ranesh Naha , Guanghao Wang , Erwann Sbai

This paper investigates the interplay between information diffusion in social networks and its impact on financial markets with an Agent-Based Model (ABM). Agents receive and exchange information about an observable stochastic component of…

综合经济学 · 经济学 2024-12-24 Tommaso Di Francesco , Daniel Torren Peraire

The spread of misinformation through online social media platforms has had substantial societal consequences. As a result, platforms have introduced measures to alert users of news content that may be misleading or contain inaccuracies as a…

人机交互 · 计算机科学 2024-10-02 Hana Habib , Sara Elsharawy , Rifat Rahman

TikTok is a social media platform that has gained immense popularity over the last few years, particularly among younger demographics, due to the viral trends and challenges shared worldwide. The recent release of a free Research API opens…

计算机与社会 · 计算机科学 2024-04-05 Francesco Corso , Francesco Pierri , Gianmarco De Francisci Morales

Academics increasingly acknowledge the predictive power of social media for a wide variety of events and, more specifically, for financial markets. Anecdotal and empirical findings show that cryptocurrencies are among the financial assets…

The computer science research community has became increasingly interested in the study of social media due to their pervasiveness in the everyday life of millions of individuals. Methodological questions and technical challenges abound as…

社会与信息网络 · 计算机科学 2017-03-07 Emilio Ferrara

With the ubiquitous reach of social media, influencers are increasingly central to articulation of political agendas on a range of topics. We curate a sample of tweets from the 200 most followed sportspersons in India and the United States…

社会与信息网络 · 计算机科学 2021-09-16 Dibyendu Mishra , Ronojoy Sen , Joyojeet Pal

''TikTok, Do Your Thing'' is a viral trend where users attempt to identify strangers they see in public via information crowd-sourcing. The trend started as early as 2021 and users typically engage with it for romantic purposes (similar to…

人机交互 · 计算机科学 2025-10-21 Meira Gilbert , Miranda Wei , Lindah Kotut

Online social networks are more and more studied. The links between users of a social network are important and have to be well qualified in order to detect communities and find influencers for example. In this paper, we present an approach…

人工智能 · 计算机科学 2018-06-27 Manel Chehibi , Mouna Chebbah , Arnaud Martin

For decades, the world of financial advisors has been dominated by large investment banks such as Goldman Sachs. In recent years, user-contributed investment services such as SeekingAlpha and StockTwits have grown to millions of users. In…

社会与信息网络 · 计算机科学 2014-06-05 Gang Wang , Tianyi Wang , Bolun Wang , Divya Sambasivan , Zengbin Zhang , Haitao Zheng , Ben Y. Zhao

Public discourse on critical issues such as climate change is progressively shifting to social media platforms that prioritize short-form video content. Content creators acting on those platforms play a pivotal role in shaping the…

计算机与社会 · 计算机科学 2024-02-21 Arianna Pera , Luca Maria Aiello

The emergence of online social networks has greatly facilitated the diffusion of information and behaviors. While the two diffusion processes are often intertwined, "talking the talk" does not necessarily mean "walking the talk"--those who…

社会与信息网络 · 计算机科学 2018-01-24 Kang Zhao , Shiyao Wang , Ion B. Vasi , Qi Zhang

Research funding and reputation in the UK have, for over two decades, been increasingly dependent on a regular peer-review of all UK departments. This is to move to a system more based on bibliometrics. Assessment exercises of this kind…

统计方法学 · 统计学 2009-10-20 Bernard W. Silverman

TikTok currently is the fastest growing social media platform with over 1 billion active monthly users of which the majority is from generation Z. Arguably, its most important success driver is its recommendation system. Despite the…

人机交互 · 计算机科学 2022-01-31 Maximilian Boeker , Aleksandra Urman

Background: Cyber offences, such as hacking, malware creation and distribution, and online fraud, present a substantial threat to organizations attempting to safeguard their data and information. By understanding the evolving…

密码学与安全 · 计算机科学 2022-03-29 Claudia Peersman , Emma Williams , Matthew Edwards , Awais Rashid

The rise of a trending topic on Twitter or Facebook leads to the temporal emergence of a set of users currently interested in that topic. Given the temporary nature of the links between these users, being able to dynamically identify…

社会与信息网络 · 计算机科学 2017-07-28 Lorena Recalde , David F. Nettleton , Ricardo Baeza-Yates , Ludovico Boratto

Recently, there has been significant interest in social influence analysis. One of the central problems in this area is the problem of identifying influencers, such that by convincing these users to perform a certain action (like buying a…

社会与信息网络 · 计算机科学 2013-10-22 Glenn S. Bevilacqua , Shealen Clare , Amit Goyal , Laks V. S. Lakshmanan

This document presents a research agenda for financial services as a deliverable of UKFin+, a Network Plus grant funded by the Engineering and Physical Sciences Research Council. UKFin+ fosters research collaborations between academic and…

计算工程、金融与科学 · 计算机科学 2024-11-21 Jing Chen , Karen Elliott , William Knottenbelt , Aad van Moorsel , Helen Orpin , Sheena Robertson , John Vines , Katinka Wolter

This research examines the propagation of rumors on social networks during public health emergencies and explores strategies to effectively manage false information in cyberspace. Using a simulation model, the study analyzes the impact of…

社会与信息网络 · 计算机科学 2023-03-28 Yixuan Zhao , Rohitha Settipalli

Opaque algorithms disseminate and mediate the content that users consume on online social media platforms. This algorithmic mediation serves users with contents of their liking, on the other hand, it may cause several inadvertent risks to…

社会与信息网络 · 计算机科学 2025-01-28 Cai Yang , Sepehr Mousavi , Abhisek Dash , Krishna P. Gummadi , Ingmar Weber