Brain tagging: A BCI and HCI tagging system to evaluate the learning contents

Yang Ting Shen; Pei Wen Lu; Xin Mao Chen

doi:10.1007/978-3-319-58509-3_5

Brain tagging: A BCI and HCI tagging system to evaluate the learning contents

Yang Ting Shen, Pei Wen Lu, Xin Mao Chen

建築學系

研究成果: Conference contribution

1 引文斯高帕斯（Scopus）

摘要

In this paper, we propose a novel interactive video-based learning system, Brain Tagging. Through collecting both the passive BCI and the active HCI tagging information, the learns’ objective and subjective metadata to the video contents are generated. The system gives a way to visualize the learning pattern by timeline chart consisted of BCI metadata (attention and meditation) and HCI metadata (good, question, and disagree). This can help to understand the learning process and performance, and thereby to provide proper improvement in e-learning.

原文	English
主出版物標題	Learning and Collaboration Technologies
主出版物子標題	Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings
編輯	Panayiotis Zaphiris, Andri Ioannou
發行者	Springer Verlag
頁面	46-54
頁數	9
ISBN（列印）	9783319585086
DOIs	https://doi.org/10.1007/978-3-319-58509-3_5
出版狀態	Published - 2017
事件	4th International Conference on Learning and Collaboration Technologies, LCT 2017, held as part of the 19th International Conference on Human-Computer Interaction, HCI 2017 - Vancouver, Canada 持續時間: 2017 7月 9 → 2017 7月 14

出版系列

名字	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	10295 LNCS
ISSN（列印）	0302-9743
ISSN（電子）	1611-3349

Conference

Conference	4th International Conference on Learning and Collaboration Technologies, LCT 2017, held as part of the 19th International Conference on Human-Computer Interaction, HCI 2017
國家/地區	Canada
城市	Vancouver
期間	17-07-09 → 17-07-14

All Science Journal Classification (ASJC) codes

理論電腦科學
一般電腦科學

存取文件

10.1007/978-3-319-58509-3_5

其它文件與鏈接

引用此

Shen, Y. T., Lu, P. W., & Chen, X. M. (2017). Brain tagging: A BCI and HCI tagging system to evaluate the learning contents. 於 P. Zaphiris, & A. Ioannou (編輯), Learning and Collaboration Technologies: Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings (頁 46-54). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10295 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-58509-3_5

Shen, Yang Ting ; Lu, Pei Wen ; Chen, Xin Mao. / Brain tagging : A BCI and HCI tagging system to evaluate the learning contents. Learning and Collaboration Technologies: Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings. 編輯 / Panayiotis Zaphiris ; Andri Ioannou. Springer Verlag, 2017. 頁 46-54 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{d4c729b7ad274759aa91935b42df1c8b,

title = "Brain tagging: A BCI and HCI tagging system to evaluate the learning contents",

abstract = "In this paper, we propose a novel interactive video-based learning system, Brain Tagging. Through collecting both the passive BCI and the active HCI tagging information, the learns{\textquoteright} objective and subjective metadata to the video contents are generated. The system gives a way to visualize the learning pattern by timeline chart consisted of BCI metadata (attention and meditation) and HCI metadata (good, question, and disagree). This can help to understand the learning process and performance, and thereby to provide proper improvement in e-learning.",

author = "Shen, {Yang Ting} and Lu, {Pei Wen} and Chen, {Xin Mao}",

note = "Funding Information: The financial support from Ministry of Science and Technology (MOST) including project “Brain Tagging System” (MOST 105-2221-E-035-070-) and project “Resilient Livable Smart City:” (MOST 105-2627-M-035-008-), is greatly acknowledged. Publisher Copyright: {\textcopyright} Springer International Publishing AG 2017.; 4th International Conference on Learning and Collaboration Technologies, LCT 2017, held as part of the 19th International Conference on Human-Computer Interaction, HCI 2017 ; Conference date: 09-07-2017 Through 14-07-2017",

year = "2017",

doi = "10.1007/978-3-319-58509-3_5",

language = "English",

isbn = "9783319585086",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "46--54",

editor = "Panayiotis Zaphiris and Andri Ioannou",

booktitle = "Learning and Collaboration Technologies",

address = "Germany",

}

Shen, YT, Lu, PW & Chen, XM 2017, Brain tagging: A BCI and HCI tagging system to evaluate the learning contents. 於 P Zaphiris & A Ioannou (編輯), Learning and Collaboration Technologies: Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 10295 LNCS, Springer Verlag, 頁 46-54, 4th International Conference on Learning and Collaboration Technologies, LCT 2017, held as part of the 19th International Conference on Human-Computer Interaction, HCI 2017, Vancouver, Canada, 17-07-09. https://doi.org/10.1007/978-3-319-58509-3_5

Brain tagging: A BCI and HCI tagging system to evaluate the learning contents. / Shen, Yang Ting; Lu, Pei Wen; Chen, Xin Mao.
Learning and Collaboration Technologies: Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings. 編輯 / Panayiotis Zaphiris; Andri Ioannou. Springer Verlag, 2017. p. 46-54 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10295 LNCS).

研究成果: Conference contribution

TY - GEN

T1 - Brain tagging

T2 - 4th International Conference on Learning and Collaboration Technologies, LCT 2017, held as part of the 19th International Conference on Human-Computer Interaction, HCI 2017

AU - Shen, Yang Ting

AU - Lu, Pei Wen

AU - Chen, Xin Mao

N1 - Funding Information: The financial support from Ministry of Science and Technology (MOST) including project “Brain Tagging System” (MOST 105-2221-E-035-070-) and project “Resilient Livable Smart City:” (MOST 105-2627-M-035-008-), is greatly acknowledged. Publisher Copyright: © Springer International Publishing AG 2017.

PY - 2017

Y1 - 2017

N2 - In this paper, we propose a novel interactive video-based learning system, Brain Tagging. Through collecting both the passive BCI and the active HCI tagging information, the learns’ objective and subjective metadata to the video contents are generated. The system gives a way to visualize the learning pattern by timeline chart consisted of BCI metadata (attention and meditation) and HCI metadata (good, question, and disagree). This can help to understand the learning process and performance, and thereby to provide proper improvement in e-learning.

AB - In this paper, we propose a novel interactive video-based learning system, Brain Tagging. Through collecting both the passive BCI and the active HCI tagging information, the learns’ objective and subjective metadata to the video contents are generated. The system gives a way to visualize the learning pattern by timeline chart consisted of BCI metadata (attention and meditation) and HCI metadata (good, question, and disagree). This can help to understand the learning process and performance, and thereby to provide proper improvement in e-learning.

UR - http://www.scopus.com/inward/record.url?scp=85025163156&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85025163156&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-58509-3_5

DO - 10.1007/978-3-319-58509-3_5

M3 - Conference contribution

AN - SCOPUS:85025163156

SN - 9783319585086

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 46

EP - 54

BT - Learning and Collaboration Technologies

A2 - Zaphiris, Panayiotis

A2 - Ioannou, Andri

PB - Springer Verlag

Y2 - 9 July 2017 through 14 July 2017

ER -

Shen YT, Lu PW, Chen XM. Brain tagging: A BCI and HCI tagging system to evaluate the learning contents. 於 Zaphiris P, Ioannou A, 編輯, Learning and Collaboration Technologies: Novel Learning Ecosystems - 4th International Conference, LCT 2017 Held as Part of HCI International 2017, Proceedings. Springer Verlag. 2017. p. 46-54. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-58509-3_5

Brain tagging: A BCI and HCI tagging system to evaluate the learning contents

摘要

出版系列

Conference

All Science Journal Classification (ASJC) codes

存取文件

其它文件與鏈接

指紋

引用此