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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings
Editors	Farid Karimipour, Miguel R. Luaces
Publisher	Springer Verlag
Pages	41-50
Number of pages	10
ISBN (Print)	9783319900520
DOIs	https://doi.org/10.1007/978-3-319-90053-7_5
State	Published - 2018
Event	16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018 - A Coruna, Spain Duration: 21 May 2018 → 22 May 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10819 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018
Country/Territory	Spain
City	A Coruna
Period	21/05/18 → 22/05/18

Bibliographical note

Funding Information:
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.

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

Keywords

Data visualization
Document map
GIS
Geo-referenced data
Integration
KDD
Textual data

Access to Document

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

Cite this

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. In 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)).

@inproceedings{edfaf59d83474a1a94924c2ad24eefc9,

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

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.",

keywords = "Data visualization, Document map, GIS, Geo-referenced data, Integration, KDD, Textual data",

author = "Flavio Gomez and Diego Iquira and Cuadros, {Ana Maria}",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG, part of Springer Nature 2018.; null ; Conference date: 21-05-2018 Through 22-05-2018",

year = "2018",

doi = "10.1007/978-3-319-90053-7_5",

language = "Ingl{\'e}s",

isbn = "9783319900520",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "41--50",

editor = "Farid Karimipour and {R. Luaces}, Miguel",

booktitle = "Web and Wireless Geographical Information Systems - 16th International Symposium, W2GIS 2018, Proceedings",

address = "Alemania",

}

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. in 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, Spain, 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

KW - Data visualization

KW - Document map

KW - GIS

KW - Geo-referenced data

KW - Integration

KW - KDD

KW - Textual data

UR - http://www.scopus.com/inward/record.url?scp=85047429674&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-90053-7_5

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

M3 - Contribución a la conferencia

AN - SCOPUS:85047429674

SN - 9783319900520

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

SP - 41

EP - 50

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

A2 - Karimipour, Farid

A2 - R. Luaces, Miguel

PB - Springer Verlag

Y2 - 21 May 2018 through 22 May 2018

ER -

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. In Karimipour F, R. Luaces M, editors, 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)). 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Cite this