Design and implementation of a visualization module for agent-based social simulations applied to radicalism spread

Méndez Ayerbe, Tasio (2018). Design and implementation of a visualization module for agent-based social simulations applied to radicalism spread. Proyecto Fin de Carrera / Trabajo Fin de Grado, E.T.S.I. Telecomunicación (UPM), Madrid.

Descripción

Título: Design and implementation of a visualization module for agent-based social simulations applied to radicalism spread
Autor/es:
  • Méndez Ayerbe, Tasio
Director/es:
  • Iglesias Fernández, Carlos Ángel
Tipo de Documento: Proyecto Fin de Carrera/Grado
Grado: Grado en Ingeniería de Tecnologías y Servicios de Telecomunicación
Fecha: 2018
Materias:
Palabras Clave Informales: Agent-based social simulation, Soil, D3.js, web application, visualization, analysis, graphs, social networks, diffusion, radicalization, terrorism.
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Ingeniería de Sistemas Telemáticos [hasta 2014]
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

Agent-based Social Simulation tools have been developed as one of the applications of agent technology. It constitutes the intersection of three scienti_c _elds, namely, agentbased computing, the social sciences, and computer simulation. Due to its increasingly use in social context, in this thesis, a web interface for its visualization is presented. The aim of this project is to develop a web application which allows the user to visualize and analyze the results of a simulation. It allows the user to analyze data in real time and launch new simulations which can be con_gured from the web. For this purpose, a model which tries to simulate the growth of radicalism in a society is developed. The model aims at improving the understanding of the inuence of social links on radicalism spread. The model consists of two main entities, a spread model and a network model. The network model updates the agent relationships based on proximity and homophily, it simulates information di_usion and updates the agents' beliefs. The model has been implemented in Python with the agent-based social simulator Soil and it has been evaluated using a sensitivity analysis while the application uses D3.js, which is a powerful JavaScript library, for rendering the results of the simulation and analyze them. This thesis is divided in three phases: the design and implementation of the visualization module, the analysis and research necessary to acquire the knowledge for modeling radicalism di_usion and the implementation of the model as well as making the application auto-con_gurable to simulate the model from it.

Más información

ID de Registro: 51330
Identificador DC: http://oa.upm.es/51330/
Identificador OAI: oai:oa.upm.es:51330
Depositado por: Biblioteca ETSI Telecomunicación
Depositado el: 22 Jun 2018 10:46
Ultima Modificación: 22 Jun 2018 10:47
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