An Algorithmic Framework for Assessing Stability of Dynamic Ego Networks

This thesis introduces a comprehensive algorithmic framework designed to assess the stability of dynamic ego networks, with a focus on understanding and quantifying changes in localized network structures over time. The research leverages foundational concepts from graph theory and stochastic processes, integrating models such as the Pólya urn to model the probabilistic reinforcement of network connections.

Publication Details

Journal
Electronic Theses and Dissertations Repository (University of Pisa)
Published
2025-02-23
Primary Topic
Opinion Dynamics and Social Influence
Type
article
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article

An Algorithmic Framework for Assessing Stability of Dynamic Ego Networks

Electronic Theses and Dissertations Repository (University of Pisa)
Opinion Dynamics and Social Influence
article

An Algorithmic Framework for Assessing Stability of Dynamic Ego Networks

article en

Abstract

This thesis introduces a comprehensive algorithmic framework designed to assess the stability of dynamic ego networks, with a focus on understanding and quantifying changes in localized network structures over time. The research leverages foundational concepts from graph theory and stochastic processes, integrating models such as the Pólya urn to model the probabilistic reinforcement of network connections.

Electronic Theses and Dissertations Repository (University of Pisa)
Openalex Percentile: Top 51%
Opinion Dynamics and Social Influence
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An Algorithmic Framework for Assessing Stability of Dynamic Ego Networks · Electronic Theses and Dissertations Repository (University of Pisa) (2025) | TGRS Research Map | TGRS