A Fuzzy Cognitive Map like Recommender System of Learning Resources
In this paper we propose a Fuzzy Cognitive Maps (FCMs) to recommender Learning Resources in a Smart Classroom. We have proposed a Smart Environment for a Classroom in previous works, based on Multi-agent Systems, called SaCI. One of its agents is a recommender system of Learning Resources. In this p...
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2016
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| Accés en línia: | http://dspace.utpl.edu.ec/handle/123456789/18741 |
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Afegir etiqueta | _version_ | 1858364502686302208 |
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| author | Aguilar Castro, J. |
| author2 | Valdiviezo Diaz, P. Riofrio Calderon, G. |
| author2_role | author author |
| author_facet | Aguilar Castro, J. Valdiviezo Diaz, P. Riofrio Calderon, G. |
| author_role | author |
| collection | Repositorio Universidad Técnica Particular de Loja |
| dc.creator.none.fl_str_mv | Aguilar Castro, J. Valdiviezo Diaz, P. Riofrio Calderon, G. |
| dc.date.none.fl_str_mv | 03/08/2016 2016-04-14 2016-11-07 2017-06-16T22:02:17Z 2017-06-16T22:02:17Z |
| dc.identifier.none.fl_str_mv | 10.1109/FUZZ-IEEE.2016.7737873 10.1109/FUZZ-IEEE.2016.7737873 http://dspace.utpl.edu.ec/handle/123456789/18741 |
| dc.language.none.fl_str_mv | Inglés |
| dc.publisher.none.fl_str_mv | 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Universidad Técnica Particular de Loja instname:Universidad Técnica Particular de Loja instacron:UTPL |
| dc.subject.none.fl_str_mv | Fuzzy Cognitive Maps Recommender Systems Learning Resources. |
| dc.title.none.fl_str_mv | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | In this paper we propose a Fuzzy Cognitive Maps (FCMs) to recommender Learning Resources in a Smart Classroom. We have proposed a Smart Environment for a Classroom in previous works, based on Multi-agent Systems, called SaCI. One of its agents is a recommender system of Learning Resources. In this paper, we define this recommender system using Fuzzy Cognitive Maps. Our recommender system exploits the knowledge, learns, discovers new information, infers preferences, among other thing. For that, it uses five types of knowledge from SaCI: students, learning resources, topics, context and criticism. The performance results of our recommender system based on FCMs are very encouraging. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | UTPL_cdab8ef20985bf71d91efd693ad0e214 |
| identifier_str_mv | 10.1109/FUZZ-IEEE.2016.7737873 |
| instacron_str | UTPL |
| institution | UTPL |
| instname_str | Universidad Técnica Particular de Loja |
| language_invalid_str_mv | Inglés |
| network_acronym_str | UTPL |
| network_name_str | Repositorio Universidad Técnica Particular de Loja |
| oai_identifier_str | oai:dspace.utpl.edu.ec:123456789/18741 |
| publishDate | 2016 |
| publisher.none.fl_str_mv | 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016 |
| reponame_str | Repositorio Universidad Técnica Particular de Loja |
| repository.mail.fl_str_mv | . |
| repository.name.fl_str_mv | Repositorio Universidad Técnica Particular de Loja - Universidad Técnica Particular de Loja |
| repository_id_str | 1227 |
| spelling | A Fuzzy Cognitive Map like Recommender System of Learning ResourcesAguilar Castro, J.Valdiviezo Diaz, P.Riofrio Calderon, G.Fuzzy Cognitive MapsRecommender SystemsLearning Resources.In this paper we propose a Fuzzy Cognitive Maps (FCMs) to recommender Learning Resources in a Smart Classroom. We have proposed a Smart Environment for a Classroom in previous works, based on Multi-agent Systems, called SaCI. One of its agents is a recommender system of Learning Resources. In this paper, we define this recommender system using Fuzzy Cognitive Maps. Our recommender system exploits the knowledge, learns, discovers new information, infers preferences, among other thing. For that, it uses five types of knowledge from SaCI: students, learning resources, topics, context and criticism. The performance results of our recommender system based on FCMs are very encouraging.2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 20162017-06-16T22:02:17Z2016-04-142017-06-16T22:02:17Z2016-11-0703/08/2016info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article10.1109/FUZZ-IEEE.2016.773787310.1109/FUZZ-IEEE.2016.7737873http://dspace.utpl.edu.ec/handle/123456789/18741Inglésinfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad Técnica Particular de Lojainstname:Universidad Técnica Particular de Lojainstacron:UTPL2017-06-16T22:02:17Zoai:dspace.utpl.edu.ec:123456789/18741Institucionalhttps://dspace.utpl.edu.ec/Institución privadahttps://www.utpl.edu.ec/https://dspace.utpl.edu.ec/oai.Ecuador...opendoar:12272017-06-16T22:02:17Repositorio Universidad Técnica Particular de Loja - Universidad Técnica Particular de Lojafalse |
| spellingShingle | A Fuzzy Cognitive Map like Recommender System of Learning Resources Aguilar Castro, J. Fuzzy Cognitive Maps Recommender Systems Learning Resources. |
| status_str | publishedVersion |
| title | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| title_full | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| title_fullStr | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| title_full_unstemmed | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| title_short | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| title_sort | A Fuzzy Cognitive Map like Recommender System of Learning Resources |
| topic | Fuzzy Cognitive Maps Recommender Systems Learning Resources. |
| url | http://dspace.utpl.edu.ec/handle/123456789/18741 |