Publicação
School dropout screening through artificial neural networks based systems
| Resumo: | School dropout is one of the major concerns of our society. Indeed, it is a complex phenomenon, resulting in economic and social losses, either to the individual, family or the community to which the person belongs. Academic difficulty and failure, poor attendance, retention, disengagement from school together with family and socio-economic reasons can lead to such occurrence. In this work Logic Programming was used for knowledge representation and reasoning, letting the modeling of the universe of discourse in terms of defective data, information and knowledge. Artificial Neural Networks were used in order to evaluate potential situations of school dropout and the degree of confidence that one has on such a happening. |
|---|---|
| Autores principais: | Figueiredo, Margarida |
| Outros Autores: | Vicente, Lídia; Vicente, Henrique; Neves, José |
| Assunto: | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| Ano: | 2014 |
| País: | Portugal |
| Tipo de documento: | capítulo de livro |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1877775538781683712 |
|---|---|
| author | Figueiredo, Margarida |
| author2 | Vicente, Lídia Vicente, Henrique Neves, José |
| author2_role | author author author |
| author_facet | Figueiredo, Margarida Vicente, Lídia Vicente, Henrique Neves, José |
| author_role | author |
| contributor_name_str_mv | Mastorakis, Nikos Dondon, Philippe Borne, Pierre RepositóriUM - Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Figueiredo, Margarida\"},{\"Person.name\":\"Vicente, Lídia\"},{\"Person.name\":\"Vicente, Henrique\"},{\"Person.name\":\"Neves, José\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Mastorakis, Nikos Dondon, Philippe Borne, Pierre RepositóriUM - Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Figueiredo, Margarida Vicente, Lídia Vicente, Henrique Neves, José |
| datacite.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| datacite.titles.title.fl_str_mv | School dropout screening through artificial neural networks based systems |
| dc.contributor.none.fl_str_mv | Mastorakis, Nikos Dondon, Philippe Borne, Pierre RepositóriUM - Universidade do Minho |
| dc.creator.none.fl_str_mv | Figueiredo, Margarida Vicente, Lídia Vicente, Henrique Neves, José |
| dc.date.Accepted.fl_str_mv | 2014-01-01T00:00:00Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/31811 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Europment |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| dc.title.fl_str_mv | School dropout screening through artificial neural networks based systems |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_3248 |
| description | School dropout is one of the major concerns of our society. Indeed, it is a complex phenomenon, resulting in economic and social losses, either to the individual, family or the community to which the person belongs. Academic difficulty and failure, poor attendance, retention, disengagement from school together with family and socio-economic reasons can lead to such occurrence. In this work Logic Programming was used for knowledge representation and reasoning, letting the modeling of the universe of discourse in terms of defective data, information and knowledge. Artificial Neural Networks were used in order to evaluate potential situations of school dropout and the degree of confidence that one has on such a happening. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | bookPart |
| id | rum_c93b790d85c0113f72e4e850762f06f8 |
| identifier.url.fl_str_mv | https://hdl.handle.net/1822/31811 |
| inst_facet_str | urn:organizationAcronym:repositorium{{{_:::_}}}Universidade do Minho |
| instacron_str | repositorium |
| institution | Universidade do Minho |
| instname_str | Universidade do Minho |
| language | eng |
| network_acronym_str | rum |
| network_name_str | RepositóriUM - Universidade do Minho |
| oai_identifier_str | oai:repositorium.uminho.pt:1822/31811 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Figueiredo, Margarida Vicente, Lídia Vicente, Henrique Neves, José |
| publishDate | 2014 |
| publisher.none.fl_str_mv | Europment |
| repo_facet_str | urn:repositoryAcronym:rum{{{_:::_}}}RepositóriUM - Universidade do Minho |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engEuropmentporSchool dropout is one of the major concerns of our society. Indeed, it is a complex phenomenon, resulting in economic and social losses, either to the individual, family or the community to which the person belongs. Academic difficulty and failure, poor attendance, retention, disengagement from school together with family and socio-economic reasons can lead to such occurrence. In this work Logic Programming was used for knowledge representation and reasoning, letting the modeling of the universe of discourse in terms of defective data, information and knowledge. Artificial Neural Networks were used in order to evaluate potential situations of school dropout and the degree of confidence that one has on such a happening.application/pdfporSchool dropout screening through artificial neural networks based systemsFigueiredo, MargaridaVicente, LídiaVicente, HenriqueNeves, JoséMastorakis, NikosDondon, PhilippeBorne, PierreHostingInstitutionOrganizationalRepositóriUM - Universidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptISBNIsPartOf978-1-61804-238-520142014-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/31811http://purl.org/coar/access_right/c_abf2open accessArtificial Neuronal NetworksKnowledge Representation and ReasoningLogic ProgrammingSchool Dropout1064025 bytesliteraturehttp://purl.org/coar/resource_type/c_3248book parthttp://purl.org/coar/access_right/c_abf2application/pdfhttps://repositorium.uminho.pt/bitstreams/8ad3f1e3-d52f-414b-a661-9cf2574d7986/download |
| spellingShingle | School dropout screening through artificial neural networks based systems Figueiredo, Margarida Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| status | SINGLETON |
| subject.fl_str_mv | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| title | School dropout screening through artificial neural networks based systems |
| title_full | School dropout screening through artificial neural networks based systems |
| title_fullStr | School dropout screening through artificial neural networks based systems |
| title_full_unstemmed | School dropout screening through artificial neural networks based systems |
| title_short | School dropout screening through artificial neural networks based systems |
| title_sort | School dropout screening through artificial neural networks based systems |
| topic | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| topic_facet | Artificial Neuronal Networks Knowledge Representation and Reasoning Logic Programming School Dropout |
| url | https://hdl.handle.net/1822/31811 |
| visible | 1 |
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