Evaluation of transport events with the use of big data, artificial intelligence and augmented reality techniques
Autor/a
Perez Diez, Fernando
Cabrerizo Sinca, Julià
Roche Vallès, David
Campos Cacheda, José Magín
Data de publicació
2021ISSN
2352-1465
Resum
The phenomenon of "smart cities" generalizes the use of Information and Communication Technologies. The generation and use of data to manage mobility is a challenge that many cities are betting on and investing in. Through the Internet of all things (IoT) and the use of sensors and mechanisms for capturing information, the number of data analysis tools such as Big Data, Artificial Intelligence (AI), and Augmented Reality (AR) has increased. With the constant use of assisted process learning (Machine Learning), it’s possible to improve event interpretation through the customization of learning protocols. Repetitively trained software can identify relevant events and report changes in critical scenarios that can trigger a series of protocols. The use of artificial intelligence techniques makes it possible to automate monotonous processes and improve transport management. This article analyzes different technologies used to generate transport information and data validation. It is intended to experiment with the use of technologies in the detection of relevant facts, changes of state, and identification of events. It also measures the reliability level when detecting events, and studies the implementation of possible solutions into the transport management system, in order to assist in decision making processes.
Tipus de document
Article
Versió del document
Versió publicada
Llengua
Anglès
Matèries (CDU)
62 - Enginyeria. Tecnologia
Paraules clau
Ciutats intel·ligents
Dades massives
Intel·ligència artificial
Realitat augmentada
Ciudades inteligentes
Grandes datos
Inteligencia artificial
Realidad aumentada
Smart cities
Big data
Artificial Intelligence
Augmented reality
Pàgines
8
Publicat per
Elsevier
Col·lecció
58;
Publicat a
Transportation Research Procedia
Citació
Pérez Diez, Fernando; Cabrerizo Sinca, Julià; Roche Vallès, David [et al.]. Evaluation of transport events with the use of big data, artificial intelligence and augmented reality techniques. Transportation Research Procedia, 2021, 58, p. 173-180. Disponible en: <https://www.sciencedirect.com/science/article/pii/S2352146521007833>. Fecha de acceso: 10 feb. 2022. DOI: 10.1016/j.trpro.2021.11.024
Aquest element apareix en la col·lecció o col·leccions següent(s)
Drets
© 2021 The Authors. Published by ELSEVIER B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Excepte que s'indiqui una altra cosa, la llicència de l'ítem es descriu com http://creativecommons.org/licenses/by-nc-nd/4.0/