A criteria based function for reconstructing low-sampling trajectories as a tool for analytics

Abstract: Mobile applications equipped with Global Positioning Systems have generated a huge quantity of location data with sampling uncertainty that must be handled and analyzed. Those location data can be ordered in time to represent trajectories of moving objects. The data warehouse approach base...

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Autores:
Ospina Álvarez, Edison Camilo
Tipo de recurso:
Fecha de publicación:
2015
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/53687
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/53687
http://bdigital.unal.edu.co/48310/
Palabra clave:
0 Generalidades / Computer science, information and general works
62 Ingeniería y operaciones afines / Engineering
Personalized routing
Graph theory - Data processing
Imputation process
Data compression (telecomunication)
Low sampling trajectories
Criteria based trajectory reconstruction
Global Positioning Systems
Information analysis
Sistema global para comunicaciones móviles
Teoría de grafos - Procesamiento de datos
Compresión de datos (Telecomunicación)
Análisis de información
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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oai_identifier_str oai:repositorio.unal.edu.co:unal/53687
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Moreno, FranciscoOspina Álvarez, Edison Camilo4afe505e-8da3-4ce3-a252-c45fb3a71c463002019-06-29T18:05:15Z2019-06-29T18:05:15Z2015-03-06https://repositorio.unal.edu.co/handle/unal/53687http://bdigital.unal.edu.co/48310/Abstract: Mobile applications equipped with Global Positioning Systems have generated a huge quantity of location data with sampling uncertainty that must be handled and analyzed. Those location data can be ordered in time to represent trajectories of moving objects. The data warehouse approach based on spatio-temporal data can help on this task. For this reason, we address the problem of personalized reconstruction of low-sampling trajectories based on criteria over a graph for including criteria of movement as a dimension in a trajectory data warehouse solution to carry out analytical tasks over moving objects and the environment where they moveMaestríaapplication/pdfspaUniversidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de SistemasEscuela de SistemasOspina Álvarez, Edison Camilo (2015) A criteria based function for reconstructing low-sampling trajectories as a tool for analytics. Maestría thesis, Universidad Nacional de Colombia - Sede Medellín.0 Generalidades / Computer science, information and general works62 Ingeniería y operaciones afines / EngineeringPersonalized routingGraph theory - Data processingImputation processData compression (telecomunication)Low sampling trajectoriesCriteria based trajectory reconstructionGlobal Positioning SystemsInformation analysisSistema global para comunicaciones móvilesTeoría de grafos - Procesamiento de datosCompresión de datos (Telecomunicación)Análisis de informaciónA criteria based function for reconstructing low-sampling trajectories as a tool for analyticsTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/acceptedVersionTexthttp://purl.org/redcol/resource_type/TMORIGINAL1036932593.2015.pdfTesis de Maestría en Ingeniería - Ingeniería de Sistemasapplication/pdf7903133https://repositorio.unal.edu.co/bitstream/unal/53687/1/1036932593.2015.pdf2b7c6cd2bdd2ecbc6d2e61063b18a77cMD51THUMBNAIL1036932593.2015.pdf.jpg1036932593.2015.pdf.jpgGenerated Thumbnailimage/jpeg4325https://repositorio.unal.edu.co/bitstream/unal/53687/2/1036932593.2015.pdf.jpg3269013a13cdca9af46f63e07c47075aMD52unal/53687oai:repositorio.unal.edu.co:unal/536872023-10-04 09:58:41.901Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
title A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
spellingShingle A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
0 Generalidades / Computer science, information and general works
62 Ingeniería y operaciones afines / Engineering
Personalized routing
Graph theory - Data processing
Imputation process
Data compression (telecomunication)
Low sampling trajectories
Criteria based trajectory reconstruction
Global Positioning Systems
Information analysis
Sistema global para comunicaciones móviles
Teoría de grafos - Procesamiento de datos
Compresión de datos (Telecomunicación)
Análisis de información
title_short A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
title_full A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
title_fullStr A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
title_full_unstemmed A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
title_sort A criteria based function for reconstructing low-sampling trajectories as a tool for analytics
dc.creator.fl_str_mv Ospina Álvarez, Edison Camilo
dc.contributor.author.spa.fl_str_mv Ospina Álvarez, Edison Camilo
dc.contributor.spa.fl_str_mv Moreno, Francisco
dc.subject.ddc.spa.fl_str_mv 0 Generalidades / Computer science, information and general works
62 Ingeniería y operaciones afines / Engineering
topic 0 Generalidades / Computer science, information and general works
62 Ingeniería y operaciones afines / Engineering
Personalized routing
Graph theory - Data processing
Imputation process
Data compression (telecomunication)
Low sampling trajectories
Criteria based trajectory reconstruction
Global Positioning Systems
Information analysis
Sistema global para comunicaciones móviles
Teoría de grafos - Procesamiento de datos
Compresión de datos (Telecomunicación)
Análisis de información
dc.subject.proposal.spa.fl_str_mv Personalized routing
Graph theory - Data processing
Imputation process
Data compression (telecomunication)
Low sampling trajectories
Criteria based trajectory reconstruction
Global Positioning Systems
Information analysis
Sistema global para comunicaciones móviles
Teoría de grafos - Procesamiento de datos
Compresión de datos (Telecomunicación)
Análisis de información
description Abstract: Mobile applications equipped with Global Positioning Systems have generated a huge quantity of location data with sampling uncertainty that must be handled and analyzed. Those location data can be ordered in time to represent trajectories of moving objects. The data warehouse approach based on spatio-temporal data can help on this task. For this reason, we address the problem of personalized reconstruction of low-sampling trajectories based on criteria over a graph for including criteria of movement as a dimension in a trajectory data warehouse solution to carry out analytical tasks over moving objects and the environment where they move
publishDate 2015
dc.date.issued.spa.fl_str_mv 2015-03-06
dc.date.accessioned.spa.fl_str_mv 2019-06-29T18:05:15Z
dc.date.available.spa.fl_str_mv 2019-06-29T18:05:15Z
dc.type.spa.fl_str_mv Trabajo de grado - Maestría
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
dc.type.content.spa.fl_str_mv Text
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/TM
status_str acceptedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/53687
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/48310/
url https://repositorio.unal.edu.co/handle/unal/53687
http://bdigital.unal.edu.co/48310/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín Facultad de Minas Escuela de Sistemas
Escuela de Sistemas
dc.relation.references.spa.fl_str_mv Ospina Álvarez, Edison Camilo (2015) A criteria based function for reconstructing low-sampling trajectories as a tool for analytics. Maestría thesis, Universidad Nacional de Colombia - Sede Medellín.
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/53687/1/1036932593.2015.pdf
https://repositorio.unal.edu.co/bitstream/unal/53687/2/1036932593.2015.pdf.jpg
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
repository.mail.fl_str_mv repositorio_nal@unal.edu.co
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