The homophily principle in social network analysis: A survey

KZ Khanam, G Srivastava, V Mago - Multimedia Tools and Applications, 2023 - Springer
In recent years, social media has become a ubiquitous and integral part of social discourse.
Homophily is a fundamental topic in network science and can provide insights into the flow …

Recent advances in scalable network generation

M Penschuck, U Brandes, M Hamann, S Lamm… - arxiv preprint arxiv …, 2020 - arxiv.org
Random graph models are frequently used as a controllable and versatile data source for
experimental campaigns in various research fields. Generating such data-sets at scale is a …

Patent citation network analysis: A perspective from descriptive statistics and ERGMs

M Chakraborty, M Byshkin, F Crestani - Plos one, 2020 - journals.plos.org
Patent Citation Analysis has been gaining considerable traction over the past few decades.
In this paper, we collect extensive information on patents and citations and provide a …

The application of exponential random graph models to collaboration networks in biomedical and health sciences: a review

F Yu, HM El-Zaatari, MR Kosorok, A Carnegie… - … Modeling Analysis in …, 2024 - Springer
Collaboration has become crucial in solving scientific problems in biomedical and health
sciences. There is a growing interest in applying social network analysis to professional …

Exponential random graph models for little networks

GGV Yon, A Slaughter, K de la Haye - Social Networks, 2021 - Elsevier
Statistical models for social networks have enabled researchers to study complex social
phenomena that give rise to observed patterns of relationships among social actors and to …

New network models for the analysis of social contagion in organizations: an introduction to autologistic actor attribute models

A Parker, F Pallotti, A Lomi - Organizational Research …, 2022 - journals.sagepub.com
Autologistic actor attribute models (ALAAMs) provide new analytical opportunities to
advance research on how individual attitudes, cognitions, behaviors, and outcomes diffuse …

The homophily principle in social network analysis

KZ Khanam, G Srivastava, V Mago - arxiv preprint arxiv:2008.10383, 2020 - arxiv.org
In recent years, social media has become a ubiquitous and integral part of social
networking. One of the major attentions made by social researchers is the tendency of like …

Democratic governance and global science: A longitudinal analysis of the international research collaboration network

TA Whetsell - Plos one, 2023 - journals.plos.org
The democracy-science relationship has traditionally been examined through philosophical
conjecture and country case studies. There remains limited global-scale empirical research …

Socio-spatial relations observed in the global city network of firms

T Sigler, K Martinus, J Loginova - PloS one, 2021 - journals.plos.org
One of the prevailing approaches to the study of the global economy is the analysis of global
city networks based on the activities of multinational firms. Research in this vein generally …

Maximum entropy networks for large scale social network node analysis

B De Clerck, LEC Rocha, F Van Utterbeeck - Applied Network Science, 2022 - Springer
Recently proposed computational techniques allow the application of various maximum
entropy network models at a larger scale. We focus on disinformation campaigns and apply …