Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase

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Resumen

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.

Idioma originalInglés
Título de la publicación alojadaWeb and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings
EditoresFarid Karimipour, Miguel R. Luaces
EditorialSpringer Verlag
Páginas41-50
Número de páginas10
ISBN (versión impresa)9783319900520
DOI
EstadoPublicada - 2018
Evento16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018 - A Coruna, Espana
Duración: 21 may. 201822 may. 2018

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen10819 LNCS
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018
País/TerritorioEspana
CiudadA Coruna
Período21/05/1822/05/18

Nota bibliográfica

Publisher Copyright:
© Springer International Publishing AG, part of Springer Nature 2018.

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