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

Flavio Gomez; Diego Iquira; Ana Maria Cuadros

doi:10.1007/978-3-319-90053-7_5

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

Flavio Gomez, Diego Iquira, Ana Maria Cuadros

MAESTRIA EN CIENCIAS: INFORMATICA

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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 original	Inglés
Título de la publicación alojada	Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings
Editores	Farid Karimipour, Miguel R. Luaces
Editorial	Springer Verlag
Páginas	41-50
Número de páginas	10
ISBN (versión impresa)	9783319900520
DOI	https://doi.org/10.1007/978-3-319-90053-7_5
Estado	Publicada - 2018
Evento	16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018 - A Coruna, Espana Duración: 21 may. 2018 → 22 may. 2018

Serie de la publicación

Nombre	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen	10819 LNCS
ISSN (versión impresa)	0302-9743
ISSN (versión digital)	1611-3349

Conferencia

Conferencia	16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018
País/Territorio	Espana
Ciudad	A Coruna
Período	21/05/18 → 22/05/18

Nota bibliográfica

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

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10.1007/978-3-319-90053-7_5

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Gomez, F., Iquira, D., & Cuadros, A. M. (2018). Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase. En F. Karimipour, & M. R. Luaces (Eds.), Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings (pp. 41-50). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10819 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-90053-7_5

Gomez, Flavio ; Iquira, Diego ; Cuadros, Ana Maria. / Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase. Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings. editor / Farid Karimipour ; Miguel R. Luaces. Springer Verlag, 2018. pp. 41-50 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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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.",

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Gomez, F, Iquira, D & Cuadros, AM 2018, Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase. En F Karimipour & M R. Luaces (eds.), Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10819 LNCS, Springer Verlag, pp. 41-50, 16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018, A Coruna, Espana, 21/05/18. https://doi.org/10.1007/978-3-319-90053-7_5

Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase. / Gomez, Flavio; Iquira, Diego ; Cuadros, Ana Maria.

Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings. ed. / Farid Karimipour; Miguel R. Luaces. Springer Verlag, 2018. p. 41-50 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10819 LNCS).

Resultado de la investigación: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase

AU - Gomez, Flavio

AU - Iquira, Diego

AU - Cuadros, Ana Maria

N1 - Publisher Copyright: © Springer International Publishing AG, part of Springer Nature 2018.

PY - 2018

Y1 - 2018

N2 - 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.

AB - 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.

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KW - Document map

KW - GIS

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KW - Integration

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M3 - Contribución a la conferencia

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SN - 9783319900520

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings

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PB - Springer Verlag

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Gomez F, Iquira D , Cuadros AM. Application of the KDD process for the visualization of integrated geo-referenced textual data from the pre-processing phase. En Karimipour F, R. Luaces M, editores, Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings. Springer Verlag. 2018. p. 41-50. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-90053-7_5

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

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