Learning spatial inequalities: A clustering approach

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

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  • Universidade de Sao Paulo
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Details

Original languageEnglish
Title of host publicationGEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics
Subtitle of host publicationProceedings
Pages140-151
Number of pages12
Publication statusPublished - 1 Jan 2017
Event18th Brazilian Symposium on GeoInformatics, GEOINFO 2017 - Salvador, Brazil
Duration: 4 Dec 20176 Dec 2017

Publication series

NameProceedings of the Brazilian Symposium on GeoInformatics
ISSN (electronic)2179-4847

Abstract

The rationality of transport as a distributive instrument of people and opportunities is recently discussed in transportation planning field. The measures of spatial inequalities could inform about transport provision and land use, featuring the opportunities to be accessed by specific groups. To meet the challenge of applying complementary methodological approaches to integrate information, this work aims at analysing spatial inequalities by using clustering analysis. Using such approach, it was possible to identify patterns of accessibility and income in São Paulo municipality through the years of 2000 and 2010. In 2010, a new group is formed in the inner-city border. In both years, there are distinguished conditions of accessibility on the city outskirts.

ASJC Scopus subject areas

Sustainable Development Goals

Cite this

Learning spatial inequalities: A clustering approach. / Siqueira-Gay, Juliana; Giannotti, Mariana Abrantes; Sester, Monika.
GEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics: Proceedings. 2017. p. 140-151 (Proceedings of the Brazilian Symposium on GeoInformatics).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Siqueira-Gay, J, Giannotti, MA & Sester, M 2017, Learning spatial inequalities: A clustering approach. in GEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics: Proceedings. Proceedings of the Brazilian Symposium on GeoInformatics, pp. 140-151, 18th Brazilian Symposium on GeoInformatics, GEOINFO 2017, Salvador, Brazil, 4 Dec 2017.
Siqueira-Gay, J., Giannotti, M. A., & Sester, M. (2017). Learning spatial inequalities: A clustering approach. In GEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics: Proceedings (pp. 140-151). (Proceedings of the Brazilian Symposium on GeoInformatics).
Siqueira-Gay J, Giannotti MA, Sester M. Learning spatial inequalities: A clustering approach. In GEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics: Proceedings. 2017. p. 140-151. (Proceedings of the Brazilian Symposium on GeoInformatics).
Siqueira-Gay, Juliana ; Giannotti, Mariana Abrantes ; Sester, Monika. / Learning spatial inequalities : A clustering approach. GEOINFO 2017, XVIII Brazilian Symposium on GeoInformatics: Proceedings. 2017. pp. 140-151 (Proceedings of the Brazilian Symposium on GeoInformatics).
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