Belief Dynamics in Complex Social Networks

People are becoming increasingly more connected to each other in social media networks. These networks are complex because in general there can be many di fferent types of relations, as well as di fferent degrees of strength for each one; moreover, these relations are dynamic because they can change...

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Autores principales: Gallo, Fabio R., Abad Santos, Natalia, Simari, Gerardo I., Martínez, María Vanina, Falappa, Marcelo Alejandro
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2016
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/56887
http://45jaiio.sadio.org.ar/sites/default/files/ASAI-04_0.pdf
Aporte de:
id I19-R120-10915-56887
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
social web
complex networks
belief merging operators
spellingShingle Ciencias Informáticas
social web
complex networks
belief merging operators
Gallo, Fabio R.
Abad Santos, Natalia
Simari, Gerardo I.
Martínez, María Vanina
Falappa, Marcelo Alejandro
Belief Dynamics in Complex Social Networks
topic_facet Ciencias Informáticas
social web
complex networks
belief merging operators
description People are becoming increasingly more connected to each other in social media networks. These networks are complex because in general there can be many di fferent types of relations, as well as di fferent degrees of strength for each one; moreover, these relations are dynamic because they can change over time. In this context, users' knowledge flows over the network, and modeling how this occurs - or can possibly occur - is therefore of great interest from a knowledge representation and reasoning perspective. In this paper, we focus on the problem of how a single user's knowledge base changes when exposed to a stream of news items coming from other members in the network. As a first step towards solving this problem, we identify possible solutions leveraging preexisting belief merging operators, and conclude that there is a gap that needs to be bridged between the application of such operators and a principled solution to the proposed problem.
format Objeto de conferencia
Objeto de conferencia
author Gallo, Fabio R.
Abad Santos, Natalia
Simari, Gerardo I.
Martínez, María Vanina
Falappa, Marcelo Alejandro
author_facet Gallo, Fabio R.
Abad Santos, Natalia
Simari, Gerardo I.
Martínez, María Vanina
Falappa, Marcelo Alejandro
author_sort Gallo, Fabio R.
title Belief Dynamics in Complex Social Networks
title_short Belief Dynamics in Complex Social Networks
title_full Belief Dynamics in Complex Social Networks
title_fullStr Belief Dynamics in Complex Social Networks
title_full_unstemmed Belief Dynamics in Complex Social Networks
title_sort belief dynamics in complex social networks
publishDate 2016
url http://sedici.unlp.edu.ar/handle/10915/56887
http://45jaiio.sadio.org.ar/sites/default/files/ASAI-04_0.pdf
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AT simarigerardoi beliefdynamicsincomplexsocialnetworks
AT martinezmariavanina beliefdynamicsincomplexsocialnetworks
AT falappamarceloalejandro beliefdynamicsincomplexsocialnetworks
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