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Towards a Fuzzy Cognitive Map for Opinion Mining

In this paper, we propose a Fuzzy Cognitive Map (FCM) to opinion mining, with special attention to media influence on public opinion. Particularly, in this paper, we describe the FCM, the concepts and relationships among them. Our opinion mining model is based on a multilevel FCM, to distribute the...

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Autor Principal: Aguilar, Jos? L. Castro
Formato: Artículos
Lenguaje:eng
Publicado: Pa?ses Bajos 2017
Materias:
FUZZY COGNITIVE MAP
OPINION MINING
OPINION CONFORMATION
MEDIA MANIPULATION
Acceso en línea:http://repositorio.educacionsuperior.gob.ec/handle/28000/4646
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spelling oai:localhost:28000-46462017-10-17T15:18:08Z Towards a Fuzzy Cognitive Map for Opinion Mining Aguilar, Jos? L. Castro FUZZY COGNITIVE MAP OPINION MINING OPINION CONFORMATION MEDIA MANIPULATION In this paper, we propose a Fuzzy Cognitive Map (FCM) to opinion mining, with special attention to media influence on public opinion. Particularly, in this paper, we describe the FCM, the concepts and relationships among them. Our opinion mining model is based on a multilevel FCM, to distribute the concepts according to the aspects that describe the elements conforming public opinion, which are: social, technological and biological. We carry out preliminary tests, and the results are very encouraging. 2017-10-17T15:17:58Z 2017-10-17T15:17:58Z 2017 article Aguilar, Jos?. et al. (2017). Towards a Fuzzy Cognitive Map for Opinion Mining. Procedia Computer Science. Pa?ses Bajos. pp. 2522-2526 http://repositorio.educacionsuperior.gob.ec/handle/28000/4646 eng openAccess http://creativecommons.org/licenses/by-nc-sa/3.0/ec/ pp. 2522-2526 Pa?ses Bajos
institution SENESCYT
collection Repositorio SENESCYT
biblioteca Biblioteca Senescyt
language eng
format Artículos
topic FUZZY COGNITIVE MAP
OPINION MINING
OPINION CONFORMATION
MEDIA MANIPULATION
spellingShingle FUZZY COGNITIVE MAP
OPINION MINING
OPINION CONFORMATION
MEDIA MANIPULATION
Aguilar, Jos? L. Castro
Towards a Fuzzy Cognitive Map for Opinion Mining
description In this paper, we propose a Fuzzy Cognitive Map (FCM) to opinion mining, with special attention to media influence on public opinion. Particularly, in this paper, we describe the FCM, the concepts and relationships among them. Our opinion mining model is based on a multilevel FCM, to distribute the concepts according to the aspects that describe the elements conforming public opinion, which are: social, technological and biological. We carry out preliminary tests, and the results are very encouraging.
author Aguilar, Jos? L. Castro
author_facet Aguilar, Jos? L. Castro
author_sort Aguilar, Jos? L. Castro
title Towards a Fuzzy Cognitive Map for Opinion Mining
title_short Towards a Fuzzy Cognitive Map for Opinion Mining
title_full Towards a Fuzzy Cognitive Map for Opinion Mining
title_fullStr Towards a Fuzzy Cognitive Map for Opinion Mining
title_full_unstemmed Towards a Fuzzy Cognitive Map for Opinion Mining
title_sort towards a fuzzy cognitive map for opinion mining
publisher Pa?ses Bajos
publishDate 2017
url http://repositorio.educacionsuperior.gob.ec/handle/28000/4646
_version_ 1634995270272942080
score 11,871979

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