On the Role of Personality Traits in Followee Recommendation Algorithms

Followee recommendation is a problem rapidly gaining importance in Twitter and other micro-blogging communities. Most traditional recommendation systems only rely on content or topology, disregarding the effect of psychological characteristics over the followee selection process. As personality is c...

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Autores principales: Tommasel, Antonela, Corbellini, Alejandro, Godoy, Daniela Lis, Schiaffino, Silvia
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2015
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/52104
http://44jaiio.sadio.org.ar/sites/default/files/asai105-112.pdf
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id I19-R120-10915-52104
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
Personalidad
redes sociales
seguidores
followee recommendation
spellingShingle Ciencias Informáticas
Personalidad
redes sociales
seguidores
followee recommendation
Tommasel, Antonela
Corbellini, Alejandro
Godoy, Daniela Lis
Schiaffino, Silvia
On the Role of Personality Traits in Followee Recommendation Algorithms
topic_facet Ciencias Informáticas
Personalidad
redes sociales
seguidores
followee recommendation
description Followee recommendation is a problem rapidly gaining importance in Twitter and other micro-blogging communities. Most traditional recommendation systems only rely on content or topology, disregarding the effect of psychological characteristics over the followee selection process. As personality is considered one of the primary factors that influence human behaviour, this study aims at assessing the impact of personality in the accurate prediction of followees. It analyses whether user personality could condition followee selection by combining personality traits with the most common followee recommendation factors.
format Objeto de conferencia
Objeto de conferencia
author Tommasel, Antonela
Corbellini, Alejandro
Godoy, Daniela Lis
Schiaffino, Silvia
author_facet Tommasel, Antonela
Corbellini, Alejandro
Godoy, Daniela Lis
Schiaffino, Silvia
author_sort Tommasel, Antonela
title On the Role of Personality Traits in Followee Recommendation Algorithms
title_short On the Role of Personality Traits in Followee Recommendation Algorithms
title_full On the Role of Personality Traits in Followee Recommendation Algorithms
title_fullStr On the Role of Personality Traits in Followee Recommendation Algorithms
title_full_unstemmed On the Role of Personality Traits in Followee Recommendation Algorithms
title_sort on the role of personality traits in followee recommendation algorithms
publishDate 2015
url http://sedici.unlp.edu.ar/handle/10915/52104
http://44jaiio.sadio.org.ar/sites/default/files/asai105-112.pdf
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