Stefania Ionescu,Anikó Hannák,Nicolò Pagan
Stefania Ionescu
Motivation: Social media platforms centered around content creators (CCs) faced rapid growth in the past decade. Currently, millions of CCs make livable incomes through platforms such as YouTube, TikTok, and Instagram. As...
Mohammad Ali Soltanshahi,Babak Teimourpour,Hadi Zare
Mohammad Ali Soltanshahi
Link prediction (LP) has many applications in various fields. Much research has been carried out on the LP field, and one of the most critical problems in LP models is handling one-to-many and many-to-many relationships. To the best of our ...
Eoghan Cunningham,Derek Greene
Eoghan Cunningham
Role discovery is the task of dividing the set of nodes on a graph into classes of structurally similar roles. Modern strategies for role discovery typically rely on graph embedding techniques, which are capable of recognising complex graph...
Operationalizing anthropological theory: four techniques to simplify networks of co-occurring ethnographic codes [0.03%]
践行人类学理论：简化共现 ethnographic 代码网络的四种技术
Alberto Cottica,Veronica Davidov,Magdalena Góralska et al.
Alberto Cottica et al.
The use of data and algorithms in the social sciences allows for exciting progress, but also poses epistemological challenges. Operations that appear innocent and purely technical may profoundly influence final results. Researchers working ...
GRANDPA: GeneRAtive network sampling using degree and property augmentation applied to the analysis of partially confidential healthcare networks [0.03%]
基于度和属性增强的生成网络采样应用于部分保密医疗保健网络分析中
Carly A Bobak,Yifan Zhao,Joshua J Levy et al.
Carly A Bobak et al.
Protecting medical privacy can create obstacles in the analysis and distribution of healthcare graphs and statistical inferences accompanying them. We pose a graph simulation model which generates networks using degree and property augmenta...
Network loss following the 2016 Presidential Election among LGBTQ+ adults [0.03%]
2016年美国总统大选后LGBTQ成年人的失落感
Matthew Facciani,Tara McKay
Matthew Facciani
Growing levels of political polarization in the United States have been associated with political homogeneity in the personal networks of American adults. The 2016 Presidential Election in the United States was a polarizing event that may h...
Parameterizing network graph heterogeneity using a modified Weibull distribution [0.03%]
使用修改后的威布尔分布参数化网络图的异质性
Sinan A Ozbay,Maximilian M Nguyen
Sinan A Ozbay
We present a simple method to quantitatively capture the heterogeneity in the degree distribution of a network graph using a single parameter σ . Using an exponential transformation of the shape parameter of the Weibull distribution, t...
Impact of network centrality and income on slowing infection spread after outbreaks [0.03%]
社交网络中心性及收入对减缓传染病传播速度的影响
Shiv G Yücel,Rafael H M Pereira,Pedro S Peixoto et al.
Shiv G Yücel et al.
The COVID-19 pandemic has shed light on how the spread of infectious diseases worldwide are importantly shaped by both human mobility networks and socio-economic factors. However, few studies look at how both socio-economic conditions and t...
The persistent homology of genealogical networks [0.03%]
家谱网络的持续同调Persistence Homology of Genealogical Networks
Zachary M Boyd,Nick Callor,Taylor Gledhill et al.
Zachary M Boyd et al.
Genealogical networks (i.e. family trees) are of growing interest, with the largest known data sets now including well over one billion individuals. Interest in family history also supports an 8.5 billion dollar industry whose size is proje...
Integrated twitter analysis to distinguish systems thinkers at various levels: a case study of COVID-19 [0.03%]
基于COVID-19的案例研究：集成Twitter分析以区分不同层次的系统思考者
Harun Pirim,Morteza Nagahi,Oumaima Larif et al.
Harun Pirim et al.
Systems Thinking (ST) has become essential for practitioners and experts when dealing with turbulent and complex environments. Twitter medium harbors social capital including systems thinkers, however there are limited studies available in ...