Paper Abstract and Keywords |
Presentation |
2021-02-18 10:45
A Note on Estimation of Expert-Novice Level Based on Eye Tracking and Motion Data from Engineers While Inspecting Subway Tunnel Yusuke Akamatsu, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper presents estimation of expert-novice levels based on eye tracking and motion data obtained while engineers inspect a subway tunnel. We first obtain eye tracking and motion data via wearable sensors measured when engineers inspect the subway tunnel. Next, we demonstrate that features extracted from eye tracking and motion data can effectively represent differences of the expert-novice levels. Finally, we construct several classification models that estimate the expert-novice levels of the tunnel inspection based on the extracted features. Experimental results show that obtained eye tracking and motion data are effective for the estimation of the expert-novice levels. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Wearable sensor / biosignal processing / estimation of expert-novice level / subway tunnel / / / / |
Reference Info. |
ITE Tech. Rep., vol. 45, no. 4, ME2021-2, pp. 7-12, Feb. 2021. |
Paper # |
ME2021-2 |
Date of Issue |
2021-02-11 (MMS, ME, AIT) |
ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
Download PDF |
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Conference Information |
Committee |
IEICE-IE IEICE-ITS MMS ME AIT |
Conference Date |
2021-02-18 - 2021-02-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Image Processing, etc. |
Paper Information |
Registration To |
ME |
Conference Code |
2021-02-IE-ITS-MMS-ME-AIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Note on Estimation of Expert-Novice Level Based on Eye Tracking and Motion Data from Engineers While Inspecting Subway Tunnel |
Sub Title (in English) |
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Keyword(1) |
Wearable sensor |
Keyword(2) |
biosignal processing |
Keyword(3) |
estimation of expert-novice level |
Keyword(4) |
subway tunnel |
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1st Author's Name |
Yusuke Akamatsu |
1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
2nd Author's Name |
Keisuke Maeda |
2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
3rd Author's Name |
Takahiro Ogawa |
3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
4th Author's Name |
Miki Haseyama |
4th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-02-18 10:45:00 |
Presentation Time |
25 minutes |
Registration for |
ME |
Paper # |
MMS2021-2, ME2021-2, AIT2021-2 |
Volume (vol) |
vol.45 |
Number (no) |
no.4 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2021-02-11 (MMS, ME, AIT) |