Improving safer transport includes individual and collective behavioural aspects and their interaction. A system that can monitor and evaluate the human cognitive and physical capacities based on human factor measurement is often beneficial to improve safety in driving condition. However, analysis and evaluation of human factor measurement i.e. demographics, behaviour and physiology in real-time is challenging. This paper presents a methodology for cloud-based data analysis, categorization and metrics correlation in real-time through a H2020 project called SimuSafe. Initial implementation of this methodology shows a step-by-step approach which can handle huge amount of data with variation and verity in the cloud.

Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport / Ahmed, M. U.; Begum, S.; Catalina, C. A.; Limonad, L.; Hok, B.; Di Flumeri, G.. - 225:(2018), pp. 101-106. ((Intervento presentato al convegno 4th International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2017 tenutosi a fra [10.1007/978-3-319-76213-5_14].

Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport

Di Flumeri G.
Ultimo
2018

Abstract

Improving safer transport includes individual and collective behavioural aspects and their interaction. A system that can monitor and evaluate the human cognitive and physical capacities based on human factor measurement is often beneficial to improve safety in driving condition. However, analysis and evaluation of human factor measurement i.e. demographics, behaviour and physiology in real-time is challenging. This paper presents a methodology for cloud-based data analysis, categorization and metrics correlation in real-time through a H2020 project called SimuSafe. Initial implementation of this methodology shows a step-by-step approach which can handle huge amount of data with variation and verity in the cloud.
2018
4th International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2017
Big data; Data-analysis; Human factor; Safer transport; SimuSafe
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Cloud-Based Data Analytics on Human Factor Measurement to Improve Safer Transport / Ahmed, M. U.; Begum, S.; Catalina, C. A.; Limonad, L.; Hok, B.; Di Flumeri, G.. - 225:(2018), pp. 101-106. ((Intervento presentato al convegno 4th International Conference on Internet of Things (IoT) Technologies for HealthCare, HealthyIoT 2017 tenutosi a fra [10.1007/978-3-319-76213-5_14].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1407311
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