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Cloud-based Data Analytics on Human Factor Measurement to Improve Safer Transport
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0003-3802-4721
Mälardalens högskola, Akademin för innovation, design och teknik, Inbyggda system.ORCID-id: 0000-0002-1212-7637
ITCL Polígono Industrial Villalonquéjar c/López Bravo, 70. 09001 BURGOS, Spain.
Smart Wearable and IoT Solutions, IBM Research, Haifa, Israil.
Vise andre og tillknytning
2018 (engelsk)Inngår i: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Volume 225, 2018, s. 101-106Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

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, Behavioural and Physiological 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.

sted, utgiver, år, opplag, sider
2018. s. 101-106
Emneord [en]
SimuSafe, safer transport, data-analysis, big data, human factor
HSV kategori
Identifikatorer
URN: urn:nbn:se:mdh:diva-37085DOI: 10.1007/978-3-319-76213-5_14ISI: 000476922000014Scopus ID: 2-s2.0-85042536073ISBN: 9783319762128 (tryckt)OAI: oai:DiVA.org:mdh-37085DiVA, id: diva2:1153164
Konferanse
4th EAI International Conference on IoT Technologies for HealthCare HealthyIOT'17, 24 Oct 2017, Angers, France
Prosjekter
SimuSafe : Simulator of Behavioural Aspects for Safer Transport
Forskningsfinansiär
EU, Horizon 2020, 723386Tilgjengelig fra: 2017-10-27 Laget: 2017-10-27 Sist oppdatert: 2019-08-08bibliografisk kontrollert

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Ahmed, Mobyen UddinBegum, Shahina

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