Application of the KDD Process for the Visualization of Integrated Geo-Referenced Textual Data from the Pre-processing Phase

Descripción del Articulo

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 article...

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Detalles Bibliográficos
Autores: Gomez, Flavio, Iquira, Diego, Cuadros Valdivia, Ana María
Formato: artículo
Fecha de Publicación:2018
Institución:Universidad La Salle
Repositorio:ULASALLE-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.ulasalle.edu.pe:20.500.12953/26
Enlace del recurso:http://repositorio.ulasalle.edu.pe/handle/20.500.12953/26
Nivel de acceso:acceso restringido
Materia:Research Subject Categories::TECHNOLOGY
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dc.title.es_ES.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, Flavio
Research Subject Categories::TECHNOLOGY
Research Subject Categories::TECHNOLOGY
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, Flavio
author_facet Gomez, Flavio
Iquira, Diego
Cuadros Valdivia, Ana María
author_role author
author2 Iquira, Diego
Cuadros Valdivia, Ana María
author2_role author
author
dc.contributor.author.fl_str_mv Gomez, Flavio
Iquira, Diego
Cuadros Valdivia, Ana María
dc.subject.es_ES.fl_str_mv Research Subject Categories::TECHNOLOGY
topic Research Subject Categories::TECHNOLOGY
Research Subject Categories::TECHNOLOGY
dc.subject.ocde.es_ES.fl_str_mv Research Subject Categories::TECHNOLOGY
description 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.
publishDate 2018
dc.date.accessioned.none.fl_str_mv 2018-11-21T16:52:48Z
dc.date.available.none.fl_str_mv 2018-11-21T16:52:48Z
dc.date.issued.fl_str_mv 2018-04-17
dc.type.es_ES.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.issn.none.fl_str_mv 1611-3349
dc.identifier.uri.none.fl_str_mv http://repositorio.ulasalle.edu.pe/handle/20.500.12953/26
dc.identifier.journal.es_ES.fl_str_mv 16th International Symposium, W2GIS 2018, A Coruña, Spain, May 21–22, 2018, Proceedings
dc.identifier.doi.es_ES.fl_str_mv 10.1007/978-3-319-90053-7_5
identifier_str_mv 1611-3349
16th International Symposium, W2GIS 2018, A Coruña, Spain, May 21–22, 2018, Proceedings
10.1007/978-3-319-90053-7_5
url http://repositorio.ulasalle.edu.pe/handle/20.500.12953/26
dc.language.iso.eng_US.fl_str_mv eng
language eng
dc.relation.es_ES.fl_str_mv info:eu-repo/semantics/article
dc.rights.es_ES.fl_str_mv info:eu-repo/semantics/restrictedAccess
eu_rights_str_mv restrictedAccess
dc.format.eng_US.fl_str_mv application/msword
dc.publisher.es_ES.fl_str_mv Universidad La Salle
dc.source.es_ES.fl_str_mv Universidad La Salle
Repositorio institucional - ULASALLE
dc.source.none.fl_str_mv reponame:ULASALLE-Institucional
instname:Universidad La Salle
instacron:ULASALLE
instname_str Universidad La Salle
instacron_str ULASALLE
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collection ULASALLE-Institucional
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spelling Gomez, FlavioIquira, DiegoCuadros Valdivia, Ana María2018-11-21T16:52:48Z2018-11-21T16:52:48Z2018-04-171611-3349http://repositorio.ulasalle.edu.pe/handle/20.500.12953/2616th International Symposium, W2GIS 2018, A Coruña, Spain, May 21–22, 2018, Proceedings10.1007/978-3-319-90053-7_5Geo-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.Trabajo de investigacióndoble ciegoapplication/mswordengUniversidad La Salleinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/restrictedAccessUniversidad La SalleRepositorio institucional - ULASALLEreponame:ULASALLE-Institucionalinstname:Universidad La Salleinstacron:ULASALLEResearch Subject Categories::TECHNOLOGYResearch Subject Categories::TECHNOLOGYApplication of the KDD Process for the Visualization of Integrated Geo-Referenced Textual Data from the Pre-processing Phaseinfo:eu-repo/semantics/articleORIGINALlink_articulo.txtlink_articulo.txttext/plain57http://repositorio.ulasalle.edu.pe/bitstream/20.500.12953/26/1/link_articulo.txt271804b96180e98d4ab3a51b0c8bcf36MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.ulasalle.edu.pe/bitstream/20.500.12953/26/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52TEXTlink_articulo.txt.txtlink_articulo.txt.txtExtracted texttext/plain57http://repositorio.ulasalle.edu.pe/bitstream/20.500.12953/26/3/link_articulo.txt.txtc7d096b56709be556dffbcbdcef66bc4MD5320.500.12953/26oai:repositorio.ulasalle.edu.pe:20.500.12953/262021-06-11 14:39:34.315Repositorio Institucional de la Universidad La Sallerepositorio@ulasalle.edu.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Application of the KDD Process for the Visualization of Integrated Geo-Referenced Textual Data from the Pre-processing Phase
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