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Studies on social networks have proved that endogenous and exogenous factors influence dynamics. Two streams of modeling exist on explaining the dynamics of social networks: 1) models predicting links through network properties, and 2)…

社会与信息网络 · 计算机科学 2012-10-22 Julie M. Birkholz , Rena Bakhshi , Ravindra Harige , Maarten van Steen , Peter Groenewegen

Modern online services continuously generate data at very fast rates. This continuous flow of data encompasses content - e.g., posts, news, products, comments -, but also user feedback - e.g., ratings, views, reads, clicks -, together with…

信息检索 · 计算机科学 2022-01-19 João Vinagre , Alípio Mário Jorge , Marie Al-Ghossein , Albert Bifet

Social media is transforming various aspects of offline life, from everyday decisions such as dining choices to the progression of conflicts. In this study, we propose a coupled modelling framework with an online social network layer to…

物理与社会 · 物理学 2025-07-21 Moyi Tian , P. Jeffrey Brantingham , Nancy Rodríguez

The advent of social media platforms has revolutionized information consumption patterns, with individuals frequently engaging in these platforms for social interactions. This trend has fostered an environment where people gravitate towards…

物理与社会 · 物理学 2024-08-26 Samana Pranesh , Sayan Gupta

Recent advancements in artificial intelligence, such as computer vision and deep learning, have led to the emergence of numerous generative AI platforms, particularly for image generation. However, the application of AI-generated image…

人机交互 · 计算机科学 2024-06-21 Yuying Tang , Mariana Ciancia , Zhigang Wang , Ze Gao

Social media generates a prodigious wealth of real-time content at an incessant rate. From all the content that people create and share, only a few topics manage to attract enough attention to rise to the top and become temporal trends…

计算机与社会 · 计算机科学 2011-02-11 Sitaram Asur , Bernardo A. Huberman , Gabor Szabo , Chunyan Wang

This article asks how planning scholarship may effectively gain impact in planning practice through media exposure. In liberal democracies the public sphere is dominated by mass media. Therefore, working with such media is a prerequisite…

综合金融 · 定量金融 2013-04-08 Bent Flyvbjerg

The widespread public deployment of large language models (LLMs) in recent months has prompted a wave of new attention and engagement from advocates, policymakers, and scholars from many fields. This attention is a timely response to the…

计算与语言 · 计算机科学 2023-04-04 Samuel R. Bowman

Interactions between users in cyberspace may lead to phenomena different from those observed in common social networks. Here we analyse large data sets about users and Blogs which they write and comment, mapped onto a bipartite graph. In…

计算机与社会 · 计算机科学 2015-05-14 Marija Mitrović , Bosiljka Tadić

We study learning on social media with an equilibrium model of users interacting with shared news stories. Rational users arrive sequentially, observe an original story (i.e., a private signal) and a sample of predecessors' stories in a…

理论经济学 · 经济学 2026-03-10 Krishna Dasaratha , Kevin He

Social groups are fundamental elements of any social system. Their emergence and evolution are closely related to the structure and dynamics of a social system. Research on social groups was primarily focused on the growth and the structure…

物理与社会 · 物理学 2022-12-09 Ana Vranić , Jelena Smiljanić , Marija Mitrović Dankulov

The success of social media platforms has facilitated the emergence of various forms of online abuse within digital communities. This abuse manifests in multiple ways, including hate speech, cyberbullying, emotional abuse, grooming, and…

计算与语言 · 计算机科学 2025-07-03 Jose A. Diaz-Garcia , Joao Paulo Carvalho

The emergence of Large Language Models (LLMs) has brought both excitement and concerns to social computing research. On the one hand, LLMs offer unprecedented capabilities in analyzing vast amounts of textual data and generating human-like…

人机交互 · 计算机科学 2023-07-11 Hong Shen , Tianshi Li , Toby Jia-Jun Li , Joon Sung Park , Diyi Yang

Existing models of network growth typically have one or two parameters or strategies which are fixed for all times. We introduce a general framework where feedback on the current state of a network is used to dynamically alter the values of…

物理与社会 · 物理学 2009-01-07 Raissa M. D'Souza , Soumen Roy

While transformers have pioneered attention-driven architectures as a cornerstone of language modeling, their dependence on explicitly contextual information underscores limitations in their abilities to tacitly learn overarching textual…

计算与语言 · 计算机科学 2024-01-17 Nick DiSanto , Anthony Corso , Benjamin Sanders , Gavin Harding

In many real growing networks the mean number of connections per vertex increases with time. The Internet, the Word Wide Web, collaboration networks, and many others display this behavior. Such a growth can be called {\em accelerated}. We…

统计力学 · 物理学 2007-05-23 S. N. Dorogovtsev , J. F. F. Mendes

Social media has become globally ubiquitous, transforming how people are networked and mobilized. This forum explores research and applications of these new networked publics at individual, organizational, and societal levels.

计算机与社会 · 计算机科学 2016-05-31 Andrés Monroy-Hernández , Shelly Farnham , Emre Kıcıman , Scott Counts , Munmun De Choudhury

This work aims at emphasizing a number of questions that, although crucial since the early days of media studies, have not yet been the object of the empirical and computational study that they deserve: How does collective attention…

物理与社会 · 物理学 2022-11-04 Maria Castaldo , Paolo Frasca , Tommaso Venturini

This is the first work investigating community structure and interaction dynamics through the lens of quotes in online discussion forums. We examine four forums of different size, language, and topic. Quote usage, which is surprisingly…

社会与信息网络 · 计算机科学 2016-04-18 Mattia Samory , Enoch Peserico

In today's world, where moving forward hinges on innovation and working together, this article introduces a new global online platform that is all about sparking teamwork to come up with new ideas. This platform goes beyond borders and…

人机交互 · 计算机科学 2025-02-07 Hossein Jamali , Sergiu M. Dascalu , Frederick C. Harris