Paper Abstract and Keywords |
Presentation |
2013-05-31 11:10
Spatio-temporal Data Mining on Turn-taking and Mental Workload between Collaborative Learners Katsunori Oyama, Masato Kaneko, Atsushi Takeuchi (Nihon Univ.) HCS2013-19 HIP2013-19 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This study argues visualization method for monitoring changing situation of communication in a development team. A concept lattice in this paper projects potential causal factors of changes in workload from multimodal sensor data. The use of concept lattice in spatio-temporal data stream enabled us for visualization of changing potential causal factors in finite-length of time. We conducted an experiment to validate our method. Temporal situations during a lesson of computer programming were evaluated to classify causal factors of changing mental workload. Large variations of mental workload during computer programming were mostly shown at the point the users faced a programming error or the point it was resolved. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Situation Awareness / BCI / Formal Concept Analysis / Wearable Sensors / Turn-taking / EEG changes / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 72, HCS2013-19, pp. 129-134, May 2013. |
Paper # |
HCS2013-19 |
Date of Issue |
2013-05-23 (HCS, HIP) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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HCS2013-19 HIP2013-19 |
Conference Information |
Committee |
HIP HCS HI-SIGCE |
Conference Date |
2013-05-30 - 2013-05-31 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Industry Support Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Communication Enhancing and Human Communications |
Paper Information |
Registration To |
HCS |
Conference Code |
2013-05-HIP-HCS-SIGCE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Spatio-temporal Data Mining on Turn-taking and Mental Workload between Collaborative Learners |
Sub Title (in English) |
|
Keyword(1) |
Situation Awareness |
Keyword(2) |
BCI |
Keyword(3) |
Formal Concept Analysis |
Keyword(4) |
Wearable Sensors |
Keyword(5) |
Turn-taking |
Keyword(6) |
EEG changes |
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Keyword(8) |
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1st Author's Name |
Katsunori Oyama |
1st Author's Affiliation |
Nihon University (Nihon Univ.) |
2nd Author's Name |
Masato Kaneko |
2nd Author's Affiliation |
Nihon University (Nihon Univ.) |
3rd Author's Name |
Atsushi Takeuchi |
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Nihon University (Nihon Univ.) |
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Speaker |
1 |
Date Time |
2013-05-31 11:10:00 |
Presentation Time |
25 |
Registration for |
HCS |
Paper # |
IEICE-HCS2013-19,IEICE-HIP2013-19 |
Volume (vol) |
IEICE-113 |
Number (no) |
no.72(HCS), no.73(HIP) |
Page |
pp.129-134 |
#Pages |
IEICE-6 |
Date of Issue |
IEICE-HCS-2013-05-23,IEICE-HIP-2013-05-23 |