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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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dc.contributor.author Gomez F. es_PE
dc.contributor.author Iquira D. es_PE
dc.contributor.author Cuadros A.M. es_PE
dc.date.accessioned 2024-05-30T23:13:38Z
dc.date.available 2024-05-30T23:13:38Z
dc.date.issued 2018
dc.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.
dc.description.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.
dc.description.sponsorship Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica - Concytec
dc.identifier.doi https://doi.org/10.1007/978-3-319-90053-7_5
dc.identifier.isbn 9783319900520
dc.identifier.scopus 2-s2.0-85047429674
dc.identifier.uri https://hdl.handle.net/20.500.12390/530
dc.language.iso eng
dc.publisher Springer Verlag
dc.relation.ispartof Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.rights info:eu-repo/semantics/openAccess
dc.subject Visualization
dc.subject Geographic information systems es_PE
dc.subject Information systems es_PE
dc.subject Information use es_PE
dc.subject Integration es_PE
dc.subject Geo-referenced data es_PE
dc.subject Geo-spatial es_PE
dc.subject Knowledge discovery in database es_PE
dc.subject Mapping process es_PE
dc.subject Pre-processing es_PE
dc.subject Scientific researches es_PE
dc.subject Virtual books es_PE
dc.subject Data visualization es_PE
dc.subject.ocde https://purl.org/pe-repo/ocde/ford#1.02.01
dc.title Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase
dc.type info:eu-repo/semantics/conferenceObject
dspace.entity.type Publication
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