Opinion optimization in directed social networks

H Sun, Z Zhang - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
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 …

Minimizing hitting time between disparate groups with shortcut edges

F Adriaens, H Wang, A Gionis - Proceedings of the 29th ACM SIGKDD …, 2023 - dl.acm.org
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 …

Diversity, agreement, and polarization in elections

P Faliszewski, A Kaczmarczyk, K Sornat… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Reducing exposure to harmful content via graph rewiring

C Coupette, S Neumann, A Gionis - Proceedings of the 29th ACM …, 2023 - dl.acm.org
Most media content consumed today is provided by digital platforms that aggregate input
from diverse sources, where access to information is mediated by recommendation …

[HTML][HTML] Adaptive Evolutionary Computing Ensemble Learning Model for Sentiment Analysis

XY Liu, KQ Zhang, G Fiumara, PD Meo, A Ficara - Applied Sciences, 2024 - mdpi.com
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 …

[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 …

Wiser than the wisest of crowds: The Asch effect and polarization revisited

D Ristache, F Spaeh, CE Tsourakakis - Joint European Conference on …, 2024 - Springer
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 …

Fast Computation for the Forest Matrix of an Evolving Graph

H Sun, X Zhou, Z Zhang - Proceedings of the 30th ACM SIGKDD …, 2024 - dl.acm.org
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 …

Opinion dynamics in social networks incorporating higher-order interactions

Z Zhang, W Xu, Z Zhang, G Chen - Data Mining and Knowledge Discovery, 2024 - Springer
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 …

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 …