Title
European Geosciences Union General Assembly 2015
Date Issued
2018
Access level
restricted access
Resource Type
conference paper
Author(s)
Publisher(s)
Springer Verlag
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. © Springer International Publishing AG, part of Springer Nature 2018.
Start page
41
End page
50
Volume
10819 LNCS
Number
1
Language
English
Subjects
Scopus EID
2-s2.0-85047429674
Source
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN of the container
0302-9743
ISBN of the container
9783319900520
Conference
16th International Symposium on Web and Wireless Geographical Information Systems, W2GIS 2018
Source funding
Sponsor(s)
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.
Sources of information:
Directorio de Producción Científica