A tutorial on regularized partial correlation networks.

S Epskamp, EI Fried - Psychological methods, 2018 - psycnet.apa.org
Recent years have seen an emergence of network modeling applied to moods, attitudes,
and problems in the realm of psychology. In this framework, psychological variables are …

The agenda-setting power of fake news: A big data analysis of the online media landscape from 2014 to 2016

CJ Vargo, L Guo, MA Amazeen - New media & society, 2018 - journals.sagepub.com
This study examines the agenda-setting power of fake news and fact-checkers who fight
them through a computational look at the online mediascape from 2014 to 2016. Although …

node2vec: Scalable feature learning for networks

A Grover, J Leskovec - Proceedings of the 22nd ACM SIGKDD …, 2016 - dl.acm.org
Prediction tasks over nodes and edges in networks require careful effort in engineering
features used by learning algorithms. Recent research in the broader field of representation …

Community detection in networks: A user guide

S Fortunato, D Hric - Physics reports, 2016 - Elsevier
Community detection in networks is one of the most popular topics of modern network
science. Communities, or clusters, are usually groups of vertices having higher probability of …

Comparing network structures on three aspects: A permutation test.

CD Van Borkulo, R van Bork, L Boschloo… - Psychological …, 2022 - psycnet.apa.org
Network approaches to psychometric constructs, in which constructs are modeled in terms of
interactions between their constituent factors, have rapidly gained popularity in psychology …

Estimating psychological networks and their accuracy: A tutorial paper

S Epskamp, D Borsboom, EI Fried - Behavior research methods, 2018 - Springer
The usage of psychological networks that conceptualize behavior as a complex interplay of
psychological and other components has gained increasing popularity in various research …

Increasing vaccination: putting psychological science into action

NT Brewer, GB Chapman, AJ Rothman… - … Science in the …, 2017 - journals.sagepub.com
Vaccination is one of the great achievements of the 20th century, yet persistent public-health
problems include inadequate, delayed, and unstable vaccination uptake. Psychology offers …

Covid-19 pandemic and spillover effects in stock markets: A financial network approach

A Samitas, E Kampouris, S Polyzos - International Review of Financial …, 2022 - Elsevier
This paper examines the impact of the COVID-19 pandemic on 51 major stock markets, both
emerging and developed. We isolated the countries susceptible to shock transmissions, and …

The impact of hotel customer experience on customer satisfaction through online reviews

YJ Kim, HS Kim - Sustainability, 2022 - mdpi.com
With the growing popularity of the internet, customers can easily share their experiences and
information in online reviews. Consumers recognize online reviews as a useful source of …

Vital nodes identification in complex networks

L Lü, D Chen, XL Ren, QM Zhang, YC Zhang, T Zhou - Physics reports, 2016 - Elsevier
Real networks exhibit heterogeneous nature with nodes playing far different roles in
structure and function. To identify vital nodes is thus very significant, allowing us to control …