Visualization and visual analytics of geospatial data for psychological treatment

Detalhes bibliográficos
Autor(a) principal: Iskandaryan, Ditsuhi
Data de Publicação: 2018
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/33798
Resumo: Dissertation submitted in partial fulfilment of the requirements for the degree of Master of Science in Geospatial Technologies
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spelling Visualization and visual analytics of geospatial data for psychological treatmentGeospatial DataInnovative Psychological InterventionPsychological HealthVisualizationVisual AnalyticsDissertation submitted in partial fulfilment of the requirements for the degree of Master of Science in Geospatial TechnologiesCurrent location-tracking solutions, along with general advances in software (e.g., development frameworks, visualization libraries) and hardware (e.g., cloud computing, mobile devices), make it increasingly easy to capture and store geospatial data to be exploited in various application areas. In this dissertation, we study the possibilities of visualization techniques and visual analytics of geospatial (user) data with the aim of helping/improving therapies in the realm of psychological health. To this aim, a web-based visualization application was created as part of a larger ecosystem of applications created by GEOTEC, including a mobile app to systematically capture user’s geospatial data (i.e., GPS coordinates), and a metrics analytical platform, which is capable of storing captured data and performing useful analysis/calculations. The visualization tool was developed to support therapists to make informed decisions pertinent to psychological illness depression interventions, by allowing them to visually inspect, compare, and analyze captured and processed data from monitored patients. Next to determining what visual elements of the visualization tool best suited the needs of the case study, a quantitative and qualitative evaluation was performed with therapists, in order to measure the resulting usefulness of the tool, find out the drawbacks for further improvement, and to generate ideas for future work and further applications in psychological health. As a result, the visualization tool was generally found to be useable (SUS score of 86.5625), useful for therapists to help during and to determine their therapy, and various useful extensions and further application areas were discovered. Based on the result, we can conclude that the tool may indeed become a beneficial mechanism for psychological intervention in real-world settings.Casteleyn, SvenGranell-Canut, CarlosHenriques, Roberto André PereiraRUNIskandaryan, Ditsuhi2018-04-04T17:12:29Z2018-03-022018-03-02T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/33798TID:201894025enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-10T15:43:20ZPortal AgregadorONG
dc.title.none.fl_str_mv Visualization and visual analytics of geospatial data for psychological treatment
title Visualization and visual analytics of geospatial data for psychological treatment
spellingShingle Visualization and visual analytics of geospatial data for psychological treatment
Iskandaryan, Ditsuhi
Geospatial Data
Innovative Psychological Intervention
Psychological Health
Visualization
Visual Analytics
title_short Visualization and visual analytics of geospatial data for psychological treatment
title_full Visualization and visual analytics of geospatial data for psychological treatment
title_fullStr Visualization and visual analytics of geospatial data for psychological treatment
title_full_unstemmed Visualization and visual analytics of geospatial data for psychological treatment
title_sort Visualization and visual analytics of geospatial data for psychological treatment
author Iskandaryan, Ditsuhi
author_facet Iskandaryan, Ditsuhi
author_role author
dc.contributor.none.fl_str_mv Casteleyn, Sven
Granell-Canut, Carlos
Henriques, Roberto André Pereira
RUN
dc.contributor.author.fl_str_mv Iskandaryan, Ditsuhi
dc.subject.por.fl_str_mv Geospatial Data
Innovative Psychological Intervention
Psychological Health
Visualization
Visual Analytics
topic Geospatial Data
Innovative Psychological Intervention
Psychological Health
Visualization
Visual Analytics
description Dissertation submitted in partial fulfilment of the requirements for the degree of Master of Science in Geospatial Technologies
publishDate 2018
dc.date.none.fl_str_mv 2018-04-04T17:12:29Z
2018-03-02
2018-03-02T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/33798
TID:201894025
url http://hdl.handle.net/10362/33798
identifier_str_mv TID:201894025
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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