Oleg Platonov, Denis Kuznedelev, Babenko A. et al., , in: Advances in Neural Information Processing Systems 36 (NeurIPS 2023).: Curran Associates, Inc., 2023.
Homophily is a graph property describing the tendency of edges to connect similar nodes; the opposite is called heterophily. Much effort has been put into developing efficient methods for learning on heterophilous graphs. However, there is no universally agreed-upon measure of homophily in the literature. In this work, we show that commonly used homophily measures ...
Added: March 26, 2024
Petrov A. P., Akhremenko A.S., Zheglov S.A. et al., Monitoring Obshchestvennogo Mneniya: Ekonomichekie i Sotsial'nye Peremeny 2021 No. 6 P. 226–253
In recent decades, the fo-cus of civic engagement research has shifted towards studying social environments’ effects on individuals’ decisions on whether to participate in a given activity or not. Online communication has been increasingly influencing the scale of social environments as well as the features of both online and offline inter-personal communications. Surely, then, individuals’ ...
Added: January 2, 2022
Dokuka S., Smirnov I., Dementeva J., Городские исследования и практики 2020 Т. 4 № 1 С. 88–104
There are two factors that are generally considered key in the formation of social networks. One is homophily or the tendency of similar individuals to connect with each and the other is geographical proximity. The roles of homophily and proximity, however, are rarely compared. This means that there are no good estimates of the relative ...
Added: November 9, 2020
Dokuka S., Krekhovets E., Priymak M., , in: Analysis of Images, Social Networks and Texts. 6th International Conference, 2017, Revised Selected PapersVol. 10716.: Cham: Springer, 2018. P. 381–391.
Homophily - tendency for people to form social connections with similar others - is one of the key topics in social network analysis. It indicates to what extent people tend to be similar to their friends and in what dimensions. For the long time homophily was just an index of the social similarity, but for ...
Added: November 24, 2017
Smirnov I., Thurner S., Plos One 2017 Vol. 12 No. 8 P. 1–16
Homophily, the tendency of individuals to associate with others who share similar traits, has been identified as a major driving force in the formation and evolution of social ties. In many cases, it is not clear if homophily is the result of a socialization process, where individuals change their traits according to the dominance of ...
Added: August 31, 2017
Dokuka S., Valeeva D., Yudkevich M. M., , in: Analysis of Images, Social Networks and Texts. 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers. Communications in Computer and Information ScienceVol. 661.: Switzerland: Springer, 2017. P. 91–99.
Homophily is considered by network scientists as one of the major mechanisms of social network formation. However, the role of dynamic homophily in the network growth process has not been investigated in detail yet. In this paper, we estimate the role of homophily by various attributes at different stages of online network formation process. We ...
Added: December 15, 2016
Chuhay R., / Series 1 "Fondazione Eni Enrico Mattei Research Paper Series". 2010.
The paper studies the impact of homophily on the optimal strategies of a monopolist, whose marketing campaign of new product relies on a word of mouth communication. Homophily is a tendency of people to interact more with those who are similar to them. In the model there are two types of consumers embedded into a ...
Added: March 19, 2013