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Conference Paper: Reading with and without background music: An exploration with EEG, eye movement and heart rate
Title | Reading with and without background music: An exploration with EEG, eye movement and heart rate |
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Authors | |
Keywords | Background Music Reading Comprehension EEG Signals Eye-tracking Heart Rat |
Issue Date | 2021 |
Publisher | Society for Learning Analytics Research (SoLAR). |
Citation | Companion Proceedings of the 11th International Conference on Learning Analytics & Knowledge (LAK21), Virtual Conference, Irvine, CA, USA, 12-16 April 2021, p. 390-393 How to Cite? |
Abstract | The effects of background music on learning have been studied in related fields, including psychology and education, but findings are mostly inconclusive. In addition to measurements at the behavioural level, multimodal physiological signals can provide new evidence for exploring the question. This paper presents a pilot study of a reading task for a group of university students whose electroencephalogram (EEG) signals, eye movements, and heart rates were recorded with and without background music. Preliminary results demonstrated the feasibility of integrating multimodal learning analytics to probe the
underlying mechanism about the effects of background music on learning. |
Description | Workshop paper |
Persistent Identifier | http://hdl.handle.net/10722/306006 |
DC Field | Value | Language |
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dc.contributor.author | QUE, Y | - |
dc.contributor.author | Andrea-Penna, GMD | - |
dc.contributor.author | Hu, X | - |
dc.contributor.author | Dong, Y | - |
dc.contributor.author | Chiba, A | - |
dc.contributor.author | Iversen, JR | - |
dc.date.accessioned | 2021-10-20T10:17:28Z | - |
dc.date.available | 2021-10-20T10:17:28Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | Companion Proceedings of the 11th International Conference on Learning Analytics & Knowledge (LAK21), Virtual Conference, Irvine, CA, USA, 12-16 April 2021, p. 390-393 | - |
dc.identifier.uri | http://hdl.handle.net/10722/306006 | - |
dc.description | Workshop paper | - |
dc.description.abstract | The effects of background music on learning have been studied in related fields, including psychology and education, but findings are mostly inconclusive. In addition to measurements at the behavioural level, multimodal physiological signals can provide new evidence for exploring the question. This paper presents a pilot study of a reading task for a group of university students whose electroencephalogram (EEG) signals, eye movements, and heart rates were recorded with and without background music. Preliminary results demonstrated the feasibility of integrating multimodal learning analytics to probe the underlying mechanism about the effects of background music on learning. | - |
dc.language | eng | - |
dc.publisher | Society for Learning Analytics Research (SoLAR). | - |
dc.relation.ispartof | Companion Proceedings of the 11th International Conference on Learning Analytics and Knowledge (LAK21) | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | Background Music | - |
dc.subject | Reading Comprehension | - |
dc.subject | EEG Signals | - |
dc.subject | Eye-tracking | - |
dc.subject | Heart Rat | - |
dc.title | Reading with and without background music: An exploration with EEG, eye movement and heart rate | - |
dc.type | Conference_Paper | - |
dc.identifier.email | Hu, X: xiaoxhu@hku.hk | - |
dc.identifier.authority | Hu, X=rp01711 | - |
dc.description.nature | published_or_final_version | - |
dc.identifier.hkuros | 327876 | - |
dc.identifier.spage | 390 | - |
dc.identifier.epage | 393 | - |
dc.publisher.place | United States | - |