Smart Mobility: Road Incident Monitoring System for Urban Traffic Management

Autores:: Pedraza-Farías, Sulma-Rocío
Cáceres-Castellanos, Gustavo
Quevedo-Reyes, Jorge-Enrique

Tipo de recurso:: Article of journal

Fecha de publicación:: 2025

Institución:: Universidad Pedagógica y Tecnológica de Colombia

Repositorio:: RiUPTC: Repositorio Institucional UPTC

Idioma:

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dc.title.es-ES.fl_str_mv	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
title	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
spellingShingle	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management Real-time data Incident analysis Traffic management Smart mobility Geospatial Big Data Traffic optimization Datos en tiempo real Análisis de incidentes Gestión del tráfico Movilidad inteligente Datos Masivos Geoespaciales Optimización de tráfico
title_short	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
title_full	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
title_fullStr	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
title_full_unstemmed	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
title_sort	Smart Mobility: Road Incident Monitoring System for Urban Traffic Management
dc.creator.fl_str_mv	Pedraza-Farías, Sulma-Rocío Cáceres-Castellanos, Gustavo Quevedo-Reyes, Jorge-Enrique
dc.contributor.author.eng.fl_str_mv	Pedraza-Farías, Sulma-Rocío Cáceres-Castellanos, Gustavo Quevedo-Reyes, Jorge-Enrique
dc.subject.none.fl_str_mv	Real-time data Incident analysis Traffic management Smart mobility Geospatial Big Data Traffic optimization Datos en tiempo real Análisis de incidentes Gestión del tráfico Movilidad inteligente Datos Masivos Geoespaciales Optimización de tráfico
topic	Real-time data Incident analysis Traffic management Smart mobility Geospatial Big Data Traffic optimization Datos en tiempo real Análisis de incidentes Gestión del tráfico Movilidad inteligente Datos Masivos Geoespaciales Optimización de tráfico
publishDate	2025
dc.date.accessioned.none.fl_str_mv	2025-06-17 00:00:00 2026-04-16T17:47:45Z
dc.date.available.none.fl_str_mv	2025-06-17 00:00:00
dc.date.issued.none.fl_str_mv	2025-06-17
dc.type.spa.fl_str_mv	Artículo de revista
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url	https://repositorio.uptc.edu.co/handle/001/21604 https://doi.org/10.19053/uptc.01211129.v34.n71.2025.19015
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dc.relation.references.none.fl_str_mv	I. Thomson, A. Bull, "La congestión del tránsito urbano: causas y consecuencias económicas y sociales," Naciones Unidas, Santiago de Chile, 2001. https://hdl.handle.net/11362/6381 F. Hamdy, E. S. Amira, E. G. Mohamed, "Impact Of Traffic Congestion on Transportation System: Challenges and Remediations-A review," Mansoura Engineering Journal, vol. 49, no. 2, e18, 2024. https://doi.org/10.58491/2735-4202.3191 S. Bouton, E. Hannon, S. Knupfer, S. Ramkumar, "The future(s) of mobility: How cities can benefit," McKinsey Sustainability, 2017. https://www.mckinsey.com/capabilities/sustainability/our-insights/the-futures-of-mobility-how-cities-can-benefit#/ TomTom, TomTom traffic index Ranking 2023, 2023. https://www.tomtom.com/traffic-index/ranking/?country=AR%2CBR%2CCL%2CCO%2CPE%2CCA%2CMX%2CUS V. Cantillo, J. D. Ortúzar, "Restricción Vehicular Según Número de Patente: Requiem para una Política Errónea," Revista Ingeniería de Sistemas, vol. 27, pp. 7-22, 2012. M. Loane, W. Ketter, "How road pricing is tackling congestion and pollution in cities like London and Singapore," in World Economic Forum, 2021. https://www.weforum.org/stories/2021/12/how-road-pricing-is-tackling-congestion-and-pollution-in-cities/ Metro Bogotá, La Primera Línea del Metro de Bogotá inicia este 2024 con un avance general del 29%, 2024. https://www.metrodebogota.gov.co/noticias/la-primera-linea-del-metro-bogota-inicia-este-2024-avance-general-del-29 Metro de Santiago, Nuevas Líneas, 2024. https://www.metro.cl/ El Mundo, Así va a quedar el Metro de Madrid tras la ampliación de las líneas 3, 5, 8, 9 y 11, 2024. https://www.elmundo.es/madrid/2024/10/28/671f4fa921efa0e95c8b458d.html Ayuntamiento de Barcelona, Datos básicos de la movilidad en la ciudad, 2024. https://www.barcelona.cat/mobilitat/es/actualidad-y-recursos/datos-basicos-de-la-movilidad-en-la-ciudad G. Frame, A. Ardila-Gomez, Y. Chen, "The kingdom of the bicycle: what Wuhan can learn from Amsterdam," Transportation Research Procedia, vol. 25, pp. 5040-5058, 2017. https://doi.org/10.1016/j.trpro.2017.05.203 A. Gallego Reina, "Zona de bajas emisiones: presente y futuro," Grade Thesis, Universidad Poitecnica de Madrid, 2022. https://oa.upm.es/70810/ Europapress, España dispara casi un 22,4% el uso del coche compartido desde la pandemia, según AVCE, 2024. https://www.europapress.es/motor/sector-00644/noticia-espana-dispara-casi-224-uso-coche-compartido-pandemia-avce-20240516144740.html S. Yanshuo, C. Shijie, G. Qianwen , "Evaluating the Environmental Benefits of Personalized Travel Incentives in Dynamic Carpooling," KSCE Journal of Civil Engineering, vol. 26, pp. 3082-3093, 2022. https://doi.org/10.1007/s12205-022-1568-1 E. C. Jones, B. D. Leibowicz, "Contributions of shared autonomous vehicles to climate change mitigation," Transportation Research Part D: Transport and Environment, vol. 72, pp. 279-298, 2019. https://doi.org/10.1016/j.trd.2019.05.005 K. M. Almatar, "Increasing electric vehicles infrastructure in urban areas for efficiently employing renewable energy," Environment, Development and Sustainability, vol. 26, pp. 26183-26204, 2023. https://doi.org/10.1007/s10668-023-03723-x C. Moreno, "La “Ciudad de 15 Minutos”: rediseñar la vida urbana con la proximidad de servicios," Journal on Social Knowledge and Analysis, no. 30, 2024. https://hal.science/hal-04648669v1 J. A. España Perez, "El nuevo enfoque jurídico del teletrabajo como medida para una movilidad sostenible," Revista Vasca de Administración Pública, no. 122, pp. 122-231, 2022. https://doi.org/10.47623/ivap-rvap.122.2022.07 J. I. Latorre Biel, Gestión inteligente del tráfico en las ‘smart cities’, 2019. https://theconversation.com/gestion-inteligente-del-trafico-en-las-smart-cities-109530 Alto Nivel, La historia de Waze, la startup que nació de la frustración, 2025. https://www.altonivel.com.mx/la-historia-de-waze-la-startup-que-nacio-de-la-frustracion/ Waze, ¿Cómo funciona Waze?, 2024. https://support.google.com/waze/answer/6071177?hl=es-419&ref_topic=9022747&sjid=8545692313190528456-NA V. Duc Bui, "Applications of Big Data Analytics in Traffic Management in Intelligent Transportation Systems," International Journal on Informatics Visualization, vol. 6, e177, 2022. https://doi.org/10.30630/joiv.6.1-2.882 R. S. Pressman, Software Engineering: A Practitioner's Approach. Sixth Edition, New York: McGraw-Hill, 2005. J. Martin, Rapid Application Development, New York: Macmillan Coll Div, 1991. K. Schwaber, M. Beedle, Agile Software Development with Scrum, United Kingdom: Prentice Hall, 2002. L. Bennett, Spiral Model: When to Use? Advantages and Disadvantages, 2024. https://www.guru99.com/what-is-spiral-model-when-to-use-advantages-disadvantages.html B. W. Boehm, "The Spiral Model of Software Development and Enhancement," ACM Sigsoft Software Engineering Notes, vol. 11, no. 4, p. 22-42, 1986. K. Beck et al., Manifiesto por el Desarrollo Ágil de Software," 2001. http://agilemanifesto.org/ A. Guevara, Modelo Espiral, 2020. https://anaguevara560.medium.com/modelo-espiral-20d49551f565 Waze, Waze Data Feed. Specification Document. Version 2.9, 2022. https://contact.assets.wazestg.com/partners/docs/Traffic-data%20spec%20v2.9.pdf Waze, Traffic view feed specifications - Waze Partners Help, 2023. https://support.google.com/waze/partners/answer/13658466?hl=en&ref_topic=10616686&sjid=15035410831586851971-NA SIG-SIMUR, Plan Éxodo y Retorno [Corredores Monitoreados en Waze], 2025. https://sig.simur.gov.co/portal/apps/dashboards/9a827151538f4e0ea30c5c7d175a7193 Secretaría de Movilidad, SGV-Comparación de velocidades, 2025. https://www.arcgis.com/apps/dashboards/1abb88f4571b4a7a9ec316fd5bd6ce6e Secretaría de Movilidad, Niveles de congestión de la ciudad, 2025. https://movilidadbogota.maps.arcgis.com/apps/dashboards/860f43af9cab4ec6a986dfc823d58665 C. Kian Keong, ITS Development in Singapore, 2019. https://its-ap.org/wp-content/themes/its/images/CountryReport_Singapore.pdf SCATS, Move Smarter An Intelligent, Adaptive Traffic Control System, 2022. https://www.scats.nsw.gov.au/ LADOT, Advanced Transportation System and Coordination (ATSAC), 2024. https://ladot.lacity.gov/sites/default/files/documents/atsac-fact-sheet-2018-rev-1124.pdf L. Yisheng, D. Yanjie, K. Wenwen, L. Zhengxi, W. Fei-Yue, "Traffic Flow Prediction With Big Data: A Deep Learning Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, pp. 865-873, 2015. A.-A. Mohamed, R. A. Essam, "Modeling traffic accident occurrence and involvement," Accident Analysis & Prevention, vol. 32, no. 5, pp. 633-642, 2000. https://doi.org/10.1016/S0001-4575(99)00094-9 MIT Sloan School of Management, Managing Traffic in Brazil, 2021. https://mitsloan.mit.edu/action-learning/managing-traffic-brazil SEMOVI, Firma Gobierno Capitalino convenio con Waze para mejorar la movilidad en la Ciudad de México, 2019. https://semovi.cdmx.gob.mx/comunicacion/nota/Intercambio-datos-waze C. Sarraute, C. Lang, N. B. Poniema, "The City Pulse of Buenos Aires," Arxiv, 2017. G. Stefanini Vicente, Visualizing Millions of Waze Traffic Alerts with BigQuery, H3 and Dask, 2022. https://datapartnership.org/updates/visualizing-millions-of-waze-traffic-alerts-with-google-bigquery-and-dask/ Cooperativa.cl, Waze anunció alianzas en Chile y proveerá datos de usuarios para mejorar tráfico vehicular, 2019. https://cooperativa.cl/noticias/pais/transportes/waze-anuncio-alianzas-en-chile-y-proveera-datos-de-usuarios-para-mejorar/2019-08-07/172721.html C. Durán, Conductor con waze lleva la ventaja en Bogotá: Secretaría de Movilidad lo mantendrá informado, 2024. https://redmas.com.co/tecnologia/Conductor-con-Waze-lleva-la-ventaja-en-Bogota-Secretaria-de-Movilidad-lo-mantendra-informado-20240611-0011.html A. A. Rincón Guerrero, A. Benítez Molina, B. Rivera Guerrero, C. Ríos Hernández, J. Otero Niño, "Porcentaje de participación de la malla vial con alto tráfico para la determinación del índice de congestión," Movi-Innova, pp. 93-99, 2023. Observatorio de Movilidad, ¿Conoces la situación actual de la siniestralidad vial en Bogotá?, 2024. https://observatorio.movilidadbogota.gov.co/galeria/conoces-la-situacion-actual-de-la-siniestralidad-vial-en-bogota
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dc.rights.none.fl_str_mv	Sulma-Rocío Pedraza-Farías, Gustavo Cáceres-Castellanos, Jorge-Enrique Quevedo-Reyes - 2025
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spelling	Pedraza-Farías, Sulma-RocíoCáceres-Castellanos, GustavoQuevedo-Reyes, Jorge-Enrique2025-06-17 00:00:002026-04-16T17:47:45Z2025-06-17 00:00:002025-06-170121-1129https://repositorio.uptc.edu.co/handle/001/2160410.19053/uptc.01211129.v34.n71.2025.190152357-5328https://doi.org/10.19053/uptc.01211129.v34.n71.2025.19015application/pdftext/xmlUniversidad Pedagógica y Tecnológica de ColombiaSulma-Rocío Pedraza-Farías, Gustavo Cáceres-Castellanos, Jorge-Enrique Quevedo-Reyes - 2025https://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessThis work is licensed under a Creative Commons Attribution 4.0 International License.http://purl.org/coar/access_right/c_abf2https://revistas.uptc.edu.co/index.php/ingenieria/article/view/19015Real-time dataIncident analysisTraffic managementSmart mobilityGeospatial Big DataTraffic optimizationDatos en tiempo realAnálisis de incidentesGestión del tráficoMovilidad inteligenteDatos Masivos GeoespacialesOptimización de tráficoSmart Mobility: Road Incident Monitoring System for Urban Traffic ManagementArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleJournal articleinfo:eu-repo/semantics/publishedVersionTexthttp://purl.org/coar/version/c_970fb48d4fbd8a85I. Thomson, A. Bull, "La congestión del tránsito urbano: causas y consecuencias económicas y sociales," Naciones Unidas, Santiago de Chile, 2001. https://hdl.handle.net/11362/6381F. Hamdy, E. S. Amira, E. G. Mohamed, "Impact Of Traffic Congestion on Transportation System: Challenges and Remediations-A review," Mansoura Engineering Journal, vol. 49, no. 2, e18, 2024. https://doi.org/10.58491/2735-4202.3191S. Bouton, E. Hannon, S. Knupfer, S. Ramkumar, "The future(s) of mobility: How cities can benefit," McKinsey Sustainability, 2017. https://www.mckinsey.com/capabilities/sustainability/our-insights/the-futures-of-mobility-how-cities-can-benefit#/TomTom, TomTom traffic index Ranking 2023, 2023. https://www.tomtom.com/traffic-index/ranking/?country=AR%2CBR%2CCL%2CCO%2CPE%2CCA%2CMX%2CUSV. Cantillo, J. D. Ortúzar, "Restricción Vehicular Según Número de Patente: Requiem para una Política Errónea," Revista Ingeniería de Sistemas, vol. 27, pp. 7-22, 2012.M. Loane, W. Ketter, "How road pricing is tackling congestion and pollution in cities like London and Singapore," in World Economic Forum, 2021. https://www.weforum.org/stories/2021/12/how-road-pricing-is-tackling-congestion-and-pollution-in-cities/Metro Bogotá, La Primera Línea del Metro de Bogotá inicia este 2024 con un avance general del 29%, 2024. https://www.metrodebogota.gov.co/noticias/la-primera-linea-del-metro-bogota-inicia-este-2024-avance-general-del-29Metro de Santiago, Nuevas Líneas, 2024. https://www.metro.cl/El Mundo, Así va a quedar el Metro de Madrid tras la ampliación de las líneas 3, 5, 8, 9 y 11, 2024. https://www.elmundo.es/madrid/2024/10/28/671f4fa921efa0e95c8b458d.htmlAyuntamiento de Barcelona, Datos básicos de la movilidad en la ciudad, 2024. https://www.barcelona.cat/mobilitat/es/actualidad-y-recursos/datos-basicos-de-la-movilidad-en-la-ciudadG. Frame, A. Ardila-Gomez, Y. Chen, "The kingdom of the bicycle: what Wuhan can learn from Amsterdam," Transportation Research Procedia, vol. 25, pp. 5040-5058, 2017. https://doi.org/10.1016/j.trpro.2017.05.203A. Gallego Reina, "Zona de bajas emisiones: presente y futuro," Grade Thesis, Universidad Poitecnica de Madrid, 2022. https://oa.upm.es/70810/Europapress, España dispara casi un 22,4% el uso del coche compartido desde la pandemia, según AVCE, 2024. https://www.europapress.es/motor/sector-00644/noticia-espana-dispara-casi-224-uso-coche-compartido-pandemia-avce-20240516144740.htmlS. Yanshuo, C. Shijie, G. Qianwen , "Evaluating the Environmental Benefits of Personalized Travel Incentives in Dynamic Carpooling," KSCE Journal of Civil Engineering, vol. 26, pp. 3082-3093, 2022. https://doi.org/10.1007/s12205-022-1568-1E. C. Jones, B. D. Leibowicz, "Contributions of shared autonomous vehicles to climate change mitigation," Transportation Research Part D: Transport and Environment, vol. 72, pp. 279-298, 2019. https://doi.org/10.1016/j.trd.2019.05.005K. M. Almatar, "Increasing electric vehicles infrastructure in urban areas for efficiently employing renewable energy," Environment, Development and Sustainability, vol. 26, pp. 26183-26204, 2023. https://doi.org/10.1007/s10668-023-03723-xC. Moreno, "La “Ciudad de 15 Minutos”: rediseñar la vida urbana con la proximidad de servicios," Journal on Social Knowledge and Analysis, no. 30, 2024. https://hal.science/hal-04648669v1J. A. España Perez, "El nuevo enfoque jurídico del teletrabajo como medida para una movilidad sostenible," Revista Vasca de Administración Pública, no. 122, pp. 122-231, 2022. https://doi.org/10.47623/ivap-rvap.122.2022.07J. I. Latorre Biel, Gestión inteligente del tráfico en las ‘smart cities’, 2019. https://theconversation.com/gestion-inteligente-del-trafico-en-las-smart-cities-109530Alto Nivel, La historia de Waze, la startup que nació de la frustración, 2025. https://www.altonivel.com.mx/la-historia-de-waze-la-startup-que-nacio-de-la-frustracion/Waze, ¿Cómo funciona Waze?, 2024. https://support.google.com/waze/answer/6071177?hl=es-419&ref_topic=9022747&sjid=8545692313190528456-NAV. Duc Bui, "Applications of Big Data Analytics in Traffic Management in Intelligent Transportation Systems," International Journal on Informatics Visualization, vol. 6, e177, 2022. https://doi.org/10.30630/joiv.6.1-2.882R. S. Pressman, Software Engineering: A Practitioner's Approach. Sixth Edition, New York: McGraw-Hill, 2005.J. Martin, Rapid Application Development, New York: Macmillan Coll Div, 1991.K. Schwaber, M. Beedle, Agile Software Development with Scrum, United Kingdom: Prentice Hall, 2002.L. Bennett, Spiral Model: When to Use? Advantages and Disadvantages, 2024. https://www.guru99.com/what-is-spiral-model-when-to-use-advantages-disadvantages.htmlB. W. Boehm, "The Spiral Model of Software Development and Enhancement," ACM Sigsoft Software Engineering Notes, vol. 11, no. 4, p. 22-42, 1986.K. Beck et al., Manifiesto por el Desarrollo Ágil de Software," 2001. http://agilemanifesto.org/A. Guevara, Modelo Espiral, 2020. https://anaguevara560.medium.com/modelo-espiral-20d49551f565Waze, Waze Data Feed. Specification Document. Version 2.9, 2022. https://contact.assets.wazestg.com/partners/docs/Traffic-data%20spec%20v2.9.pdfWaze, Traffic view feed specifications - Waze Partners Help, 2023. https://support.google.com/waze/partners/answer/13658466?hl=en&ref_topic=10616686&sjid=15035410831586851971-NASIG-SIMUR, Plan Éxodo y Retorno [Corredores Monitoreados en Waze], 2025. https://sig.simur.gov.co/portal/apps/dashboards/9a827151538f4e0ea30c5c7d175a7193Secretaría de Movilidad, SGV-Comparación de velocidades, 2025. https://www.arcgis.com/apps/dashboards/1abb88f4571b4a7a9ec316fd5bd6ce6eSecretaría de Movilidad, Niveles de congestión de la ciudad, 2025. https://movilidadbogota.maps.arcgis.com/apps/dashboards/860f43af9cab4ec6a986dfc823d58665C. Kian Keong, ITS Development in Singapore, 2019. https://its-ap.org/wp-content/themes/its/images/CountryReport_Singapore.pdfSCATS, Move Smarter An Intelligent, Adaptive Traffic Control System, 2022. https://www.scats.nsw.gov.au/LADOT, Advanced Transportation System and Coordination (ATSAC), 2024. https://ladot.lacity.gov/sites/default/files/documents/atsac-fact-sheet-2018-rev-1124.pdfL. Yisheng, D. Yanjie, K. Wenwen, L. Zhengxi, W. Fei-Yue, "Traffic Flow Prediction With Big Data: A Deep Learning Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 2, pp. 865-873, 2015.A.-A. Mohamed, R. A. Essam, "Modeling traffic accident occurrence and involvement," Accident Analysis & Prevention, vol. 32, no. 5, pp. 633-642, 2000. https://doi.org/10.1016/S0001-4575(99)00094-9MIT Sloan School of Management, Managing Traffic in Brazil, 2021. https://mitsloan.mit.edu/action-learning/managing-traffic-brazilSEMOVI, Firma Gobierno Capitalino convenio con Waze para mejorar la movilidad en la Ciudad de México, 2019. https://semovi.cdmx.gob.mx/comunicacion/nota/Intercambio-datos-wazeC. Sarraute, C. Lang, N. B. Poniema, "The City Pulse of Buenos Aires," Arxiv, 2017.G. 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Smart Mobility: Road Incident Monitoring System for Urban Traffic Management

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