Publicação
An evaluation of parchments' degradation a hybrid approach
| Resumo: | Parchment stands for a multifaceted material made from animal skin, which has been used for centuries as a writing support or as bookbinding. Due to the historic value of objects made of parchment, understanding their degradation and their condition is of utmost importance to archives, libraries and museums, i.e., the assessment of parchment degradation is mandatory, although it is hard to do with traditional methodologies and tools for problem solving. Hence, in this work we will focus on the development of a hybrid decision support system, in terms of its knowledge representation and reasoning procedures, under a formal framework based on Logic Programming, complemented with an approach to computing centered on Artificial Neural Networks, to evaluate Parchment Degradation and the respective Degree-of-Confidence that one has on such a happening. |
|---|---|
| Autores principais: | Neves, José |
| Outros Autores: | Machado, José Manuel; Gomes, Guida; Sousa, Sérgio; Tereso, Daniela; Coelho, Ana; Caldeira, Ana Teresa; Pereira, António; Candeias, António; Vicente, Henrique |
| Assunto: | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| Ano: | 2015 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1866876454511312896 |
|---|---|
| author | Neves, José |
| author2 | Machado, José Manuel Gomes, Guida Sousa, Sérgio Tereso, Daniela Coelho, Ana Caldeira, Ana Teresa Pereira, António Candeias, António Vicente, Henrique |
| author2_role | author author author author author author author author author |
| author_facet | Neves, José Machado, José Manuel Gomes, Guida Sousa, Sérgio Tereso, Daniela Coelho, Ana Caldeira, Ana Teresa Pereira, António Candeias, António Vicente, Henrique |
| author_role | author |
| contributor_name_str_mv | Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Neves, José\"},{\"Person.name\":\"Machado, José Manuel\"},{\"Person.name\":\"Gomes, Guida\"},{\"Person.name\":\"Sousa, Sérgio\"},{\"Person.name\":\"Tereso, Daniela\"},{\"Person.name\":\"Coelho, Ana\"},{\"Person.name\":\"Caldeira, Ana Teresa\"},{\"Person.name\":\"Pereira, António\"},{\"Person.name\":\"Candeias, António\"},{\"Person.name\":\"Vicente, Henrique\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Neves, José Machado, José Manuel Gomes, Guida Sousa, Sérgio Tereso, Daniela Coelho, Ana Caldeira, Ana Teresa Pereira, António Candeias, António Vicente, Henrique |
| datacite.date.Accepted.fl_str_mv | 2015-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2015-12-17T19:06:32Z |
| datacite.date.embargoed.fl_str_mv | 2015-12-17T19:06:32Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| datacite.titles.title.fl_str_mv | An evaluation of parchments' degradation a hybrid approach |
| dc.contributor.none.fl_str_mv | Universidade do Minho |
| dc.creator.none.fl_str_mv | Neves, José Machado, José Manuel Gomes, Guida Sousa, Sérgio Tereso, Daniela Coelho, Ana Caldeira, Ana Teresa Pereira, António Candeias, António Vicente, Henrique |
| dc.date.Accepted.fl_str_mv | 2015-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2015-12-17T19:06:32Z |
| dc.date.embargoed.fl_str_mv | 2015-12-17T19:06:32Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/39073 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | European Council for Modelling and Simulation (ECMS) |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| dc.title.fl_str_mv | An evaluation of parchments' degradation a hybrid approach |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | Parchment stands for a multifaceted material made from animal skin, which has been used for centuries as a writing support or as bookbinding. Due to the historic value of objects made of parchment, understanding their degradation and their condition is of utmost importance to archives, libraries and museums, i.e., the assessment of parchment degradation is mandatory, although it is hard to do with traditional methodologies and tools for problem solving. Hence, in this work we will focus on the development of a hybrid decision support system, in terms of its knowledge representation and reasoning procedures, under a formal framework based on Logic Programming, complemented with an approach to computing centered on Artificial Neural Networks, to evaluate Parchment Degradation and the respective Degree-of-Confidence that one has on such a happening. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://prod-dspace.uminho.pt/bitstreams/45274ecc-8798-48f6-a903-7c83aebeb34d/download |
| id | rum_f3b4fa5d5c5d09ed5b2acbbb4d0fe17d |
| identifier.url.fl_str_mv | https://hdl.handle.net/1822/39073 |
| 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:1822/39073 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Neves, José Machado, José Manuel Gomes, Guida Sousa, Sérgio Tereso, Daniela Coelho, Ana Caldeira, Ana Teresa Pereira, António Candeias, António Vicente, Henrique |
| publishDate | 2015 |
| publisher.none.fl_str_mv | European Council for Modelling and Simulation (ECMS) |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engEuropean Council for Modelling and Simulation (ECMS)porParchment stands for a multifaceted material made from animal skin, which has been used for centuries as a writing support or as bookbinding. Due to the historic value of objects made of parchment, understanding their degradation and their condition is of utmost importance to archives, libraries and museums, i.e., the assessment of parchment degradation is mandatory, although it is hard to do with traditional methodologies and tools for problem solving. Hence, in this work we will focus on the development of a hybrid decision support system, in terms of its knowledge representation and reasoning procedures, under a formal framework based on Logic Programming, complemented with an approach to computing centered on Artificial Neural Networks, to evaluate Parchment Degradation and the respective Degree-of-Confidence that one has on such a happening.application/pdfporAn evaluation of parchments' degradation a hybrid approachNeves, JoséMachado, José ManuelGomes, GuidaSousa, SérgioTereso, DanielaCoelho, AnaCaldeira, Ana TeresaPereira, AntónioCandeias, AntónioVicente, HenriqueHostingInstitutionOrganizationalUniversidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptISBNIsPartOf97809932440012015-12-17T19:06:32Z20152015-12-10T17:40:12Z2015-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/39073http://purl.org/coar/access_right/c_abf2open accessParchment degradationLogic programmingArtificial neural networksKnowledge representation and reasoning667420 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://prod-dspace.uminho.pt/bitstreams/45274ecc-8798-48f6-a903-7c83aebeb34d/download |
| spellingShingle | An evaluation of parchments' degradation a hybrid approach Neves, José Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| status | SINGLETON |
| subject.fl_str_mv | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| title | An evaluation of parchments' degradation a hybrid approach |
| title_full | An evaluation of parchments' degradation a hybrid approach |
| title_fullStr | An evaluation of parchments' degradation a hybrid approach |
| title_full_unstemmed | An evaluation of parchments' degradation a hybrid approach |
| title_short | An evaluation of parchments' degradation a hybrid approach |
| title_sort | An evaluation of parchments' degradation a hybrid approach |
| topic | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| topic_facet | Parchment degradation Logic programming Artificial neural networks Knowledge representation and reasoning |
| url | https://hdl.handle.net/1822/39073 |
| visible | 1 |