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Joonbum Lee

affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (10)

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1.

Effects of a Voice Interface on Mirror Check Decrements in Older and Younger Multitasking Drivers

MIT Center for Transportation & Logistics Research Paper No. 2016/021, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, volume 60, issue 1, 2016[10.1177/1541931213601004]
Posted: 28 Apr 2025
Ben D. Sawyer, Joonbum Lee, Jonathan Dobres, Bruce Mehler, Joseph F. Coughlin and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology AgeLab and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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2.

Glass Half-Full: On-Road Glance Metrics Differentiate Crashes from Near-Crashes in the 100-Car Data

MIT Center for Transportation & Logistics Research Paper No. 2017/007, Accident Analysis & Prevention, volume 107, 2017[10.1016/j.aap.2017.07.021]
Posted: 28 Apr 2025
Bobbie Seppelt, Sean Seaman, Joonbum Lee, Linda Angell, Bruce Mehler and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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100-Car, Attention management, Driver distraction

3.

Sensation Seeking and Drivers' Glance Behavior While Engaging in a Secondary Task

MIT Center for Transportation & Logistics Research Paper No. 2016/018, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, volume 60, issue 1, 2016[10.1177/1541931213601425]
Posted: 28 Apr 2025
Joonbum Lee, Bruce Mehler, Bryan Reimer and Joseph F. Coughlin
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology AgeLab

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4.

Distinguishing Patterns in Drivers’ Visual Attention Allocation Using Hidden Markov Models

MIT Center for Transportation & Logistics Research Paper No. 2016/006, Transportation Research Part F: Traffic Psychology and Behaviour, volume 43, 2016[10.1016/j.trf.2016.09.015]
Posted: 28 Apr 2025
Mauricio Muñoz, Bryan Reimer, Joonbum Lee, Bruce Mehler and Lex Fridman
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and affiliation not provided to SSRN

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Driving, Glance, Machine learning, Time series

5.

Driver Gaze Region Estimation Without Use of Eye Movement

MIT Center for Transportation & Logistics Research Paper No. 2016/001, IEEE Intelligent Systems, volume 31, issue 3, 2016[10.1109/MIS.2016.47]
Posted: 28 Apr 2025
Lex Fridman, Philipp Langhans, Joonbum Lee and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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driver assistance systems, driver distraction, gaze classification

6.

Revisiting Radio Tuning: A Secondary Analysis Comparing Glance Behavior Across Five Vehicles

MIT Center for Transportation & Logistics Research Paper No. 2017/035, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, volume 61, issue 1, 2017[10.1177/1541931213601961]
Posted: 28 Apr 2025
Thomas McWilliams, Joonbum Lee, Bruce Mehler and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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7.

Linking the Detection Response Task and the Attend Algorithm Through Assessment of Human-Machine Interface Workload

MIT Center for Transportation & Logistics Research Paper No. 2017/025, Transportation Research Record: Journal of the Transportation Research Board, volume 2663, issue 1, 2017[10.3141/2663-11]
Posted: 28 Apr 2025
Joonbum Lee, Ben D. Sawyer, Bruce Mehler, Linda Angell, Bobbie Seppelt, Sean Seaman, Lex Fridman and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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8.

Does Order Matter? Investigating the Effect of Sequence on Glance Duration During On-Road Driving

MIT Center for Transportation & Logistics Research Paper No. 2017/034, PLOS ONE, volume 12, issue 2, 2017[10.1371/journal.pone.0171730]
Posted: 28 Apr 2025
Joonbum Lee, Shannon Roberts, Bryan Reimer and Bruce Mehler
affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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9.

How Safe is Tuning a Radio?: Using the Radio Tuning Task as a Benchmark for Distracted Driving

MIT Center for Transportation & Logistics Research Paper No. 2018/009, Accident Analysis & Prevention, volume 110, 2018[10.1016/j.aap.2017.10.009]
Posted: 28 Apr 2025
Ja Young Lee, John D. Lee, Jonas Bärgman, Joonbum Lee and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, Chalmers University of Technology, affiliation not provided to SSRN and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

Abstract:

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Crash risk, Driver distraction, Naturalistic driving data, Radio tuning

10.

What Can Be Predicted from Six Seconds of Driver Glances?

MIT Center for Transportation & Logistics Research Paper No. 2017/012
Posted: 28 Apr 2025
Lex Fridman, Heishiro Toyoda, Sean Seaman, Bobbie Seppelt, Linda Angell, Joonbum Lee, Bruce Mehler and Bryan Reimer
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics and Massachusetts Institute of Technology (MIT) - Center for Transportation & Logistics

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Driver state prediction, Gaze patterns, Hidden Markov models