Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics
- Autores
- Navarro, Jose Pablo; Cintas, Celia; Lucena, Manuel; Fuertes, José Manuel; Delrieux, Claudio; Molinos Mail, Manuel
- Año de publicación
- 2019
- Idioma
- inglés
- Tipo de recurso
- documento de conferencia
- Estado
- versión publicada
- Descripción
- The morphological analysis of ceramic pieces allows to establish the chronology, functionality and origin of the samples. The conformation of a typology of ceramic materials is made by analysing several aspects, such as shape, functionality, the context in which they were found, etc. Traditional studies are based on an intuitive recognition by the domain expert, which uses idealised shapes for creating the classification criterion. Other analysis collect linear measures such as height, width, thickness or ratios between them (maximum width / maximum length) to describe artefacts. The lack of a standardised protocol means that the classifications are partial and the analysis can not be easily compared or replicated by other researchers. Geometric Morphometrics provides a set of techniques that allow to quantitatively analyze the size, shape, and variation between objects. In archaeology, these techniques have been used for the analysis of rock representations, study of projectile tips, and ceramic vessels. The approach presented in this paper shows the typification in an unsupervised way using automated computer methods, based on concepts of Geometric Morphometrics and Principal Component Analysis. In addition, a Clustering study is carried out to determine the geometric space made up by a set of Iberian pottery from the upper Valley of Guadalquivir (S. VI B.C. - I A.C.).
Fil: Navarro, Jose Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico; Argentina
Fil: Cintas, Celia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; Argentina
Fil: Lucena, Manuel. No especifíca;
Fil: Fuertes, José Manuel. No especifíca;
Fil: Delrieux, Claudio. No especifíca;
Fil: Molinos Mail, Manuel. No especifíca;
47th Computer Applications and Quantitative Methods in Archaeology Annual Conference
Kraków
Polonia
Jagiellonian University in Kraków. Institute of Archaeology - Materia
-
CERAMIC
GEOMETRIC MORPHOMETRICS
SHAPE VARIATIONS - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/134938
Ver los metadatos del registro completo
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Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric MorphometricsNavarro, Jose PabloCintas, CeliaLucena, ManuelFuertes, José ManuelDelrieux, ClaudioMolinos Mail, ManuelCERAMICGEOMETRIC MORPHOMETRICSSHAPE VARIATIONShttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1The morphological analysis of ceramic pieces allows to establish the chronology, functionality and origin of the samples. The conformation of a typology of ceramic materials is made by analysing several aspects, such as shape, functionality, the context in which they were found, etc. Traditional studies are based on an intuitive recognition by the domain expert, which uses idealised shapes for creating the classification criterion. Other analysis collect linear measures such as height, width, thickness or ratios between them (maximum width / maximum length) to describe artefacts. The lack of a standardised protocol means that the classifications are partial and the analysis can not be easily compared or replicated by other researchers. Geometric Morphometrics provides a set of techniques that allow to quantitatively analyze the size, shape, and variation between objects. In archaeology, these techniques have been used for the analysis of rock representations, study of projectile tips, and ceramic vessels. The approach presented in this paper shows the typification in an unsupervised way using automated computer methods, based on concepts of Geometric Morphometrics and Principal Component Analysis. In addition, a Clustering study is carried out to determine the geometric space made up by a set of Iberian pottery from the upper Valley of Guadalquivir (S. VI B.C. - I A.C.).Fil: Navarro, Jose Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico; ArgentinaFil: Cintas, Celia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; ArgentinaFil: Lucena, Manuel. No especifíca;Fil: Fuertes, José Manuel. No especifíca;Fil: Delrieux, Claudio. No especifíca;Fil: Molinos Mail, Manuel. No especifíca;47th Computer Applications and Quantitative Methods in Archaeology Annual ConferenceKrakówPoloniaJagiellonian University in Kraków. Institute of ArchaeologyJagiellonian University in Kraków2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjectConferenciaBookhttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/134938Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics; 47th Computer Applications and Quantitative Methods in Archaeology Annual Conference; Kraków; Polonia; 2019; 282-282978-83-948382-6-3CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://2019.caaconference.org/Internacionalinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-03T09:46:26Zoai:ri.conicet.gov.ar:11336/134938instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-03 09:46:26.483CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
title |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
spellingShingle |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics Navarro, Jose Pablo CERAMIC GEOMETRIC MORPHOMETRICS SHAPE VARIATIONS |
title_short |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
title_full |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
title_fullStr |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
title_full_unstemmed |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
title_sort |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics |
dc.creator.none.fl_str_mv |
Navarro, Jose Pablo Cintas, Celia Lucena, Manuel Fuertes, José Manuel Delrieux, Claudio Molinos Mail, Manuel |
author |
Navarro, Jose Pablo |
author_facet |
Navarro, Jose Pablo Cintas, Celia Lucena, Manuel Fuertes, José Manuel Delrieux, Claudio Molinos Mail, Manuel |
author_role |
author |
author2 |
Cintas, Celia Lucena, Manuel Fuertes, José Manuel Delrieux, Claudio Molinos Mail, Manuel |
author2_role |
author author author author author |
dc.subject.none.fl_str_mv |
CERAMIC GEOMETRIC MORPHOMETRICS SHAPE VARIATIONS |
topic |
CERAMIC GEOMETRIC MORPHOMETRICS SHAPE VARIATIONS |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.2 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
The morphological analysis of ceramic pieces allows to establish the chronology, functionality and origin of the samples. The conformation of a typology of ceramic materials is made by analysing several aspects, such as shape, functionality, the context in which they were found, etc. Traditional studies are based on an intuitive recognition by the domain expert, which uses idealised shapes for creating the classification criterion. Other analysis collect linear measures such as height, width, thickness or ratios between them (maximum width / maximum length) to describe artefacts. The lack of a standardised protocol means that the classifications are partial and the analysis can not be easily compared or replicated by other researchers. Geometric Morphometrics provides a set of techniques that allow to quantitatively analyze the size, shape, and variation between objects. In archaeology, these techniques have been used for the analysis of rock representations, study of projectile tips, and ceramic vessels. The approach presented in this paper shows the typification in an unsupervised way using automated computer methods, based on concepts of Geometric Morphometrics and Principal Component Analysis. In addition, a Clustering study is carried out to determine the geometric space made up by a set of Iberian pottery from the upper Valley of Guadalquivir (S. VI B.C. - I A.C.). Fil: Navarro, Jose Pablo. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico; Argentina Fil: Cintas, Celia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Centro Nacional Patagónico. Instituto Patagónico de Ciencias Sociales y Humanas; Argentina Fil: Lucena, Manuel. No especifíca; Fil: Fuertes, José Manuel. No especifíca; Fil: Delrieux, Claudio. No especifíca; Fil: Molinos Mail, Manuel. No especifíca; 47th Computer Applications and Quantitative Methods in Archaeology Annual Conference Kraków Polonia Jagiellonian University in Kraków. Institute of Archaeology |
description |
The morphological analysis of ceramic pieces allows to establish the chronology, functionality and origin of the samples. The conformation of a typology of ceramic materials is made by analysing several aspects, such as shape, functionality, the context in which they were found, etc. Traditional studies are based on an intuitive recognition by the domain expert, which uses idealised shapes for creating the classification criterion. Other analysis collect linear measures such as height, width, thickness or ratios between them (maximum width / maximum length) to describe artefacts. The lack of a standardised protocol means that the classifications are partial and the analysis can not be easily compared or replicated by other researchers. Geometric Morphometrics provides a set of techniques that allow to quantitatively analyze the size, shape, and variation between objects. In archaeology, these techniques have been used for the analysis of rock representations, study of projectile tips, and ceramic vessels. The approach presented in this paper shows the typification in an unsupervised way using automated computer methods, based on concepts of Geometric Morphometrics and Principal Component Analysis. In addition, a Clustering study is carried out to determine the geometric space made up by a set of Iberian pottery from the upper Valley of Guadalquivir (S. VI B.C. - I A.C.). |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject Conferencia Book http://purl.org/coar/resource_type/c_5794 info:ar-repo/semantics/documentoDeConferencia |
status_str |
publishedVersion |
format |
conferenceObject |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/134938 Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics; 47th Computer Applications and Quantitative Methods in Archaeology Annual Conference; Kraków; Polonia; 2019; 282-282 978-83-948382-6-3 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/134938 |
identifier_str_mv |
Unsupervised techniques for shape analysis of Iberian ceramics based on Geometric Morphometrics; 47th Computer Applications and Quantitative Methods in Archaeology Annual Conference; Kraków; Polonia; 2019; 282-282 978-83-948382-6-3 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/https://2019.caaconference.org/ |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf application/pdf |
dc.coverage.none.fl_str_mv |
Internacional |
dc.publisher.none.fl_str_mv |
Jagiellonian University in Kraków |
publisher.none.fl_str_mv |
Jagiellonian University in Kraków |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
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dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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13.13397 |