Nicholas W Landry,Jean-Gabriel Young,Nicole Eikmeier
Nicholas W Landry
Higher-order networks are widely used to describe complex systems in which interactions can involve more than two entities at once. In this paper, we focus on inclusion within higher-order networks, referring to situations where specific en...
Zak Hussain,Rui Mata,Dirk U Wulff
Zak Hussain
We assess whether the classic psychometric paradigm of risk perception can be improved or supplanted by novel approaches relying on language embeddings. To this end, we introduce the Basel Risk Norms, a large data set covering 1004 distinct...
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices [0.03%]
计算社会科学正在走向成熟：为什么青春期意味着要拥抱测量验证、理论发展和开放科学实践
Timon Elmer
Timon Elmer
Puberty is a phase in which individuals often test the boundaries of themselves and surrounding others and further define their identity - and thus their uniqueness compared to other individuals. Similarly, as Computational Social Science (...
Segun Taofeek Aroyehun,Lukas Malik,Hannah Metzler et al.
Segun Taofeek Aroyehun et al.
The wealth of text data generated by social media has enabled new kinds of analysis of emotions with language models. These models are often trained on small and costly datasets of text annotations produced by readers who guess the emotions...
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation [0.03%]
新冠疫情与大辞职期间的工作话语变化：心理健康问题先于离职出现
R Maria Del Rio-Chanona,Alejandro Hermida-Carrillo,Melody Sepahpour-Fard et al.
R Maria Del Rio-Chanona et al.
To study the causes of the 2021 Great Resignation, we use text analysis and investigate the changes in work- and quit-related posts between 2018 and 2021 on Reddit. We find that the Reddit discourse evolution resembles the dynamics of the U...
Bayesian inference of transition matrices from incomplete graph data with a topological prior [0.03%]
基于拓扑先验的不完整图数据的转移矩阵的贝叶斯推断
Vincenzo Perri,Luka V Petrović,Ingo Scholtes
Vincenzo Perri
Many network analysis and graph learning techniques are based on discrete- or continuous-time models of random walks. To apply these methods, it is necessary to infer transition matrices that formalize the underlying stochastic process in a...
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls [0.03%]
LLM时代揭穿影响行动的手段——一种基于行为的人工智能检测国家资助的网络水军的方法
Fatima Ezzeddine,Omran Ayoub,Silvia Giordano et al.
Fatima Ezzeddine et al.
The detection of state-sponsored trolls operating in influence campaigns on social media is a critical and unsolved challenge for the research community, which has significant implications beyond the online realm. To address this challenge,...
How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events [0.03%]
重大地缘政治事件期间Twitter账户的创建和封禁机制分析
Francesco Pierri,Luca Luceri,Emily Chen et al.
Francesco Pierri et al.
Social media moderation policies are often at the center of public debate, and their implementation and enactment are sometimes surrounded by a veil of mystery. Unsurprisingly, due to limited platform transparency and data access, relativel...
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits [0.03%]
利用词嵌入分析育儿Subreddit的受众效应和个体差异
Melody Sepahpour-Fard,Michael Quayle,Maria Schuld et al.
Melody Sepahpour-Fard et al.
This paper explores how individuals' language use in gender-specific groups ("mothers" and "fathers") compares to their interactions when referred to as "parents." Language adaptation based on the audience is well-documented, yet large-scal...
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador [0.03%]
新冠肺炎疫情期间哥伦比亚、厄瓜多尔和萨尔瓦多采取非药物干预措施及数字化基础设施的作用
Nicolò Gozzi,Niccolò Comini,Nicola Perra
Nicolò Gozzi
Adherence to the non-pharmaceutical interventions (NPIs) put in place to mitigate the spreading of infectious diseases is a multifaceted problem. Several factors, including socio-demographic and socio-economic attributes, can influence the ...