Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase
Descripción del Articulo
The present work was achieved thanks to the joint work with my advisor, for her persistence and tenacity at the moment of sharing her teachings with me, to my distinguished teachers who have forged knowledge from the first day of classes, whom with nobility and enthusiasm influenced as an example in...
| Autores: | , , |
|---|---|
| Formato: | objeto de conferencia |
| Fecha de Publicación: | 2018 |
| Institución: | Consejo Nacional de Ciencia Tecnología e Innovación |
| Repositorio: | CONCYTEC-Institucional |
| Lenguaje: | inglés |
| OAI Identifier: | oai:repositorio.concytec.gob.pe:20.500.12390/530 |
| Enlace del recurso: | https://hdl.handle.net/20.500.12390/530 https://doi.org/10.1007/978-3-319-90053-7_5 |
| Nivel de acceso: | acceso abierto |
| Materia: | Visualization Geographic information systems Information systems Information use Integration Geo-referenced data Geo-spatial Knowledge discovery in database Mapping process Pre-processing Scientific researches Virtual books Data visualization https://purl.org/pe-repo/ocde/ford#1.02.01 |
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oai:repositorio.concytec.gob.pe:20.500.12390/530 |
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| dc.title.none.fl_str_mv |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| title |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| spellingShingle |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase Gomez F. Visualization Geographic information systems Information systems Information systems Information use Integration Geo-referenced data Geo-spatial Geo-spatial Knowledge discovery in database Mapping process Pre-processing Scientific researches Virtual books Virtual books Data visualization https://purl.org/pe-repo/ocde/ford#1.02.01 |
| title_short |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| title_full |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| title_fullStr |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| title_full_unstemmed |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| title_sort |
Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase |
| author |
Gomez F. |
| author_facet |
Gomez F. Iquira D. Cuadros A.M. |
| author_role |
author |
| author2 |
Iquira D. Cuadros A.M. |
| author2_role |
author author |
| dc.contributor.author.fl_str_mv |
Gomez F. Iquira D. Cuadros A.M. |
| dc.subject.none.fl_str_mv |
Visualization |
| topic |
Visualization Geographic information systems Information systems Information systems Information use Integration Geo-referenced data Geo-spatial Geo-spatial Knowledge discovery in database Mapping process Pre-processing Scientific researches Virtual books Virtual books Data visualization https://purl.org/pe-repo/ocde/ford#1.02.01 |
| dc.subject.es_PE.fl_str_mv |
Geographic information systems Information systems Information systems Information use Integration Geo-referenced data Geo-spatial Geo-spatial Knowledge discovery in database Mapping process Pre-processing Scientific researches Virtual books Virtual books Data visualization |
| dc.subject.ocde.none.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#1.02.01 |
| description |
The present work was achieved thanks to the joint work with my advisor, for her persistence and tenacity at the moment of sharing her teachings with me, to my distinguished teachers who have forged knowledge from the first day of classes, whom with nobility and enthusiasm influenced as an example in me and my colleagues in the master’s degree in computer science; also thanks to CONCYTEC, FONDECYT and Cienciactiva for the support and opportunities provided that made this work possible. |
| publishDate |
2018 |
| dc.date.accessioned.none.fl_str_mv |
2024-05-30T23:13:38Z |
| dc.date.available.none.fl_str_mv |
2024-05-30T23:13:38Z |
| dc.date.issued.fl_str_mv |
2018 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/conferenceObject |
| format |
conferenceObject |
| dc.identifier.isbn.none.fl_str_mv |
9783319900520 |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12390/530 |
| dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1007/978-3-319-90053-7_5 |
| dc.identifier.scopus.none.fl_str_mv |
2-s2.0-85047429674 |
| identifier_str_mv |
9783319900520 2-s2.0-85047429674 |
| url |
https://hdl.handle.net/20.500.12390/530 https://doi.org/10.1007/978-3-319-90053-7_5 |
| dc.language.iso.none.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartof.none.fl_str_mv |
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.publisher.none.fl_str_mv |
Springer Verlag |
| publisher.none.fl_str_mv |
Springer Verlag |
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reponame:CONCYTEC-Institucional instname:Consejo Nacional de Ciencia Tecnología e Innovación instacron:CONCYTEC |
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Consejo Nacional de Ciencia Tecnología e Innovación |
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CONCYTEC |
| institution |
CONCYTEC |
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CONCYTEC-Institucional |
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CONCYTEC-Institucional |
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Repositorio Institucional CONCYTEC |
| repository.mail.fl_str_mv |
repositorio@concytec.gob.pe |
| _version_ |
1844883018552967168 |
| spelling |
Publicationrp00886600rp00887600rp00880600Gomez F.Iquira D.Cuadros A.M.2024-05-30T23:13:38Z2024-05-30T23:13:38Z20189783319900520https://hdl.handle.net/20.500.12390/530https://doi.org/10.1007/978-3-319-90053-7_52-s2.0-85047429674The present work was achieved thanks to the joint work with my advisor, for her persistence and tenacity at the moment of sharing her teachings with me, to my distinguished teachers who have forged knowledge from the first day of classes, whom with nobility and enthusiasm influenced as an example in me and my colleagues in the master’s degree in computer science; also thanks to CONCYTEC, FONDECYT and Cienciactiva for the support and opportunities provided that made this work possible.Geo-referenced textual data has been the subject of multiple investigations, by providing opportunities to better understand certain phenomena according to the content that is shared, either on-line such as social networks, blogs, and news; or through repositories such as scientific research articles, geo-referenced virtual books, among others. However, the characteristics of this information are studied, analyzed and processed separately, either through its textual components or its geo-spatial components, which offers a separate understanding of the results. In this paper, we propose an integration of textual and geo-spatial components from the pre-processing phase to the visualization stage, As a part of the Document Mapping process based on the phases of the Knowledge Discovery in Databases (KDD). Achieving two main results (1) minimize the problems that arise in the visual phase, such as data occlusion and (2) provide a more detailed understanding between the textual relationships of the data when plotted in a geo-spatial map.Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica - ConcytecengSpringer VerlagLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)info:eu-repo/semantics/openAccessVisualizationGeographic information systems-1Information systems-1Information systems-1Information use-1Integration-1Geo-referenced data-1Geo-spatial-1Geo-spatial-1Knowledge discovery in database-1Mapping process-1Pre-processing-1Scientific researches-1Virtual books-1Virtual books-1Data visualization-1https://purl.org/pe-repo/ocde/ford#1.02.01-1Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phaseinfo:eu-repo/semantics/conferenceObjectreponame:CONCYTEC-Institucionalinstname:Consejo Nacional de Ciencia Tecnología e Innovacióninstacron:CONCYTEC#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#20.500.12390/530oai:repositorio.concytec.gob.pe:20.500.12390/5302024-05-30 15:35:39.956http://purl.org/coar/access_right/c_14cbinfo:eu-repo/semantics/closedAccessmetadata only accesshttps://repositorio.concytec.gob.peRepositorio Institucional CONCYTECrepositorio@concytec.gob.pe#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#<Publication xmlns="https://www.openaire.eu/cerif-profile/1.1/" id="b4de9b0a-c6c6-455d-9ed3-79df79864271"> <Type xmlns="https://www.openaire.eu/cerif-profile/vocab/COAR_Publication_Types">http://purl.org/coar/resource_type/c_1843</Type> <Language>eng</Language> <Title>Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase</Title> <PublishedIn> <Publication> <Title>Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)</Title> </Publication> </PublishedIn> <PublicationDate>2018</PublicationDate> <DOI>https://doi.org/10.1007/978-3-319-90053-7_5</DOI> <SCP-Number>2-s2.0-85047429674</SCP-Number> <ISBN>9783319900520</ISBN> <Authors> <Author> <DisplayName>Gomez F.</DisplayName> <Person id="rp00886" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Iquira D.</DisplayName> <Person id="rp00887" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> <Author> <DisplayName>Cuadros A.M.</DisplayName> <Person id="rp00880" /> <Affiliation> <OrgUnit> </OrgUnit> </Affiliation> </Author> </Authors> <Editors> </Editors> <Publishers> <Publisher> <DisplayName>Springer Verlag</DisplayName> <OrgUnit /> </Publisher> </Publishers> <Keyword>Visualization</Keyword> <Keyword>Geographic information systems</Keyword> <Keyword>Information systems</Keyword> <Keyword>Information systems</Keyword> <Keyword>Information use</Keyword> <Keyword>Integration</Keyword> <Keyword>Geo-referenced data</Keyword> <Keyword>Geo-spatial</Keyword> <Keyword>Geo-spatial</Keyword> <Keyword>Knowledge discovery in database</Keyword> <Keyword>Mapping process</Keyword> <Keyword>Pre-processing</Keyword> <Keyword>Scientific researches</Keyword> <Keyword>Virtual books</Keyword> <Keyword>Virtual books</Keyword> <Keyword>Data visualization</Keyword> <Abstract>Geo-referenced textual data has been the subject of multiple investigations, by providing opportunities to better understand certain phenomena according to the content that is shared, either on-line such as social networks, blogs, and news; or through repositories such as scientific research articles, geo-referenced virtual books, among others. However, the characteristics of this information are studied, analyzed and processed separately, either through its textual components or its geo-spatial components, which offers a separate understanding of the results. In this paper, we propose an integration of textual and geo-spatial components from the pre-processing phase to the visualization stage, As a part of the Document Mapping process based on the phases of the Knowledge Discovery in Databases (KDD). Achieving two main results (1) minimize the problems that arise in the visual phase, such as data occlusion and (2) provide a more detailed understanding between the textual relationships of the data when plotted in a geo-spatial map.</Abstract> <Access xmlns="http://purl.org/coar/access_right" > </Access> </Publication> -1 |
| score |
13.062656 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
