DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel

Dimitrios Raptis, Joakim Iversen, Tobias H. Mølbak, Mikael Skov

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

1 Citation (Scopus)
105 Downloads (Pure)

Resumé

This paper presents DARA, the Driving Awareness and Reflection Assistant that makes drivers aware of potentially dangerous practices on how they hold the steering wheel, and helps them reflect. DARA utilizes a hand recognition component and a feedback one. The first recognizes how drivers hold the steering wheel and classifies their actions through a Leap Motion controller and machine learning. The second is comprised by a mobile application that provides drivers with feedback during and after their drive. DARA was evaluated with three studies for its accuracy, relevance and utility. Our findings show that DARA was successful both in making holding patterns present-at-hand for the drivers and in assisting them to reflect. We conclude our paper with a discussion on the broader implication of our findings on in-car hand recognition and feedback systems.
OriginalsprogEngelsk
TitelNordiCHI 2018 : Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction
Antal sider12
Publikationsdato29 sep. 2018
Sider1-12
ISBN (Elektronisk)978-1-4503-6437-9
DOI
StatusUdgivet - 29 sep. 2018
BegivenhedNordiCHI 2018 - Oslo, Norge
Varighed: 1 okt. 20183 okt. 2018

Konference

KonferenceNordiCHI 2018
LandNorge
ByOslo
Periode01/10/201803/10/2018

Fingerprint

Palmprint recognition
Wheels
Feedback
Learning systems
Railroad cars
Controllers

Citer dette

Raptis, D., Iversen, J., Mølbak, T. H., & Skov, M. (2018). DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel. I NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction (s. 1-12 ) https://doi.org/10.1145/3240167.3240186
Raptis, Dimitrios ; Iversen, Joakim ; Mølbak, Tobias H. ; Skov, Mikael. / DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel. NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. 2018. s. 1-12
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Raptis, D, Iversen, J, Mølbak, TH & Skov, M 2018, DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel. i NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. s. 1-12 , NordiCHI 2018, Oslo, Norge, 01/10/2018. https://doi.org/10.1145/3240167.3240186

DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel. / Raptis, Dimitrios; Iversen, Joakim; Mølbak, Tobias H.; Skov, Mikael.

NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. 2018. s. 1-12 .

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

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Raptis D, Iversen J, Mølbak TH, Skov M. DARA: Assisting Drivers to Reflect on How They Hold the Steering Wheel. I NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. 2018. s. 1-12 https://doi.org/10.1145/3240167.3240186