Opinion optimization in directed social networks
Shifting social opinions has far-reaching implications in various aspects, such as public
health campaigns, product marketing, and political candidates. In this paper, we study a …
health campaigns, product marketing, and political candidates. In this paper, we study a …
Minimizing hitting time between disparate groups with shortcut edges
Structural bias or segregation of networks refers to situations where two or more disparate
groups are present in the network, so that the groups are highly connected internally, but …
groups are present in the network, so that the groups are highly connected internally, but …
Diversity, agreement, and polarization in elections
We consider the notions of agreement, diversity, and polarization in ordinal elections (that is,
in elections where voters rank the candidates). While (computational) social choice offers …
in elections where voters rank the candidates). While (computational) social choice offers …
Reducing exposure to harmful content via graph rewiring
Most media content consumed today is provided by digital platforms that aggregate input
from diverse sources, where access to information is mediated by recommendation …
from diverse sources, where access to information is mediated by recommendation …
[HTML][HTML] Adaptive Evolutionary Computing Ensemble Learning Model for Sentiment Analysis
Standard machine learning and deep learning architectures have been widely used in the
field of sentiment analysis, but their performance is unsatisfactory if the input texts are short …
field of sentiment analysis, but their performance is unsatisfactory if the input texts are short …
[HTML][HTML] Deconstructing cultural appropriation in online communities: A multilayer network analysis approach
E Corradini - Information Processing & Management, 2024 - Elsevier
In this study, we introduce a novel multilayer network model designed to analyze complex
social phenomena in online communities. The model captures intricate relationships …
social phenomena in online communities. The model captures intricate relationships …
Wiser than the wisest of crowds: The Asch effect and polarization revisited
Abstract In 1907, Sir Francis Galton independently requested 787 villagers to estimate the
weight of an ox. Although none of them guessed the exact weight, the average estimate was …
weight of an ox. Although none of them guessed the exact weight, the average estimate was …
Fast Computation for the Forest Matrix of an Evolving Graph
The forest matrix plays a crucial role in network science, opinion dynamics, and machine
learning, offering deep insights into the structure of and dynamics on networks. In this paper …
learning, offering deep insights into the structure of and dynamics on networks. In this paper …
Opinion dynamics in social networks incorporating higher-order interactions
The issue of opinion sharing and formation has received considerable attention in the
academic literature, and a few models have been proposed to study this problem. However …
academic literature, and a few models have been proposed to study this problem. However …
Majority-based Preference Diffusion on Social Networks
AN Zehmakan - arXiv preprint arXiv:2312.15140, 2023 - arxiv.org
We study a majority based preference diffusion model in which the members of a social
network update their preferences based on those of their connections. Consider an …
network update their preferences based on those of their connections. Consider an …