A Comparison of Brain Regions based on EEG during Multimedia Learning Cognitive Activity

被引:0
|
作者
Mazher, Moona [1 ]
Abd Aziz, Azrina Bt [1 ]
Malik, Aamir Saeed [1 ]
Qayyum, Abdul [1 ]
机构
[1] Univ Teknol PETRONAS Tronoh, CISIR, Perak, Malaysia
关键词
2D Multimedia animations; EEG; Cognitive load; Instantaneous load; INSTRUCTIONAL-DESIGN; LOAD THEORY; PERFORMANCE; MEMORY; OSCILLATIONS; EFFICIENCY; ALPHA; THETA;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This Paper presents a comparison among four brain regions on the basis of cognitive load (Mental effort) imposed by the working memory during 2D multimedia animations learning. At present, 2D multimedia animations have become the popular learning style in educational field. This study will investigate which brain area require more cognitive load during multimedia animations learning. Electroencephalography (EEG) is one of the physiological methods that are used to measure the brain activity during any cognitive task. We have used EEG to investigate the cognitive activity of 2D multimedia animations during learning. One of the EEG waves, Alpha's Power recorded sensitive during alert state while facing task difficulty. These are the prominent brain waves to measure the cognitive load during any cognitive task. In this study, behavior of Alpha waves has been analyzed in four different brain regions to find the more cognitive load regions. For that analysis, five healthy male adults have been recruited and a 2D multimedia animation on biology has been shown to them. Results showed a decrease in power spectral density (PSD) of Alpha waves for all brain regions. Different responses are recorded across these four brain regions. Parietal and occipital regions are associated with visual information processing and interpretation so a high suppression of Alpha band power has been noticed during the 2D multimedia aid.
引用
收藏
页码:31 / 35
页数:5
相关论文
共 50 条
  • [21] Measurement of cognitive load in multimedia learning: a comparison of different objective measures
    Andreas Korbach
    Roland Brünken
    Babette Park
    Instructional Science, 2017, 45 : 515 - 536
  • [22] Motivational Gestures in Robot-Assisted Language Learning: A Study of Cognitive Engagement using EEG Brain Activity
    Alimardani, Maryam
    Harinandansingh, Jishnu
    Ravin, Lindsey
    de Haas, Mirjam
    2022 31ST IEEE INTERNATIONAL CONFERENCE ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (IEEE RO-MAN 2022), 2022, : 1393 - 1398
  • [23] EEG Analysis of Color Effects Using Effective Connectivity Based on Graph Theory During a Multimedia Learning Task
    Chai, Meei Tyng
    Saad, Mohamad Naufal Mohamad
    Kamel, Nidal
    Malik, Aamir Saeed
    2017 IEEE LIFE SCIENCES CONFERENCE (LSC), 2017, : 99 - 102
  • [24] EEG-Based Person Identification Using Rhythmic Brain Activity During Sleep
    Koutras, Athanasios
    Kostopoulos, George K.
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2018, PT III, 2018, 11141 : 682 - 692
  • [25] Spatial Alignment of Scalp EEG Activity during Cognitive Tasks
    Myers, Mark H.
    Joure, Charlotte A.
    Johnston, Carley
    Canales, Aaron
    Padmanabha, Akshay
    Kozma, Robert
    2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2013,
  • [26] EEG ACTIVITY DURING COGNITIVE PROCESSING - INFLUENCE OF ATTENTIONAL FACTORS
    RAY, WJ
    COLE, HW
    INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 1985, 3 (01) : 43 - 48
  • [27] Comparison of the Properties of EEG and MEG in Detecting the Electric Activity of the Brain
    Malmivuo, Jaakko
    BRAIN TOPOGRAPHY, 2012, 25 (01) : 1 - 19
  • [28] Comparison of the Properties of EEG and MEG in Detecting the Electric Activity of the Brain
    Jaakko Malmivuo
    Brain Topography, 2012, 25 : 1 - 19
  • [29] Transmission of Brain Activity During Cognitive Task
    Blinowska, Katarzyna
    Kus, Rafal
    Kaminski, Maciej
    Janiszewska, Joanna
    BRAIN TOPOGRAPHY, 2010, 23 (02) : 205 - 213
  • [30] OBSERVATIONS ON NORMAL EEG ACTIVITY IN DIFFERENT BRAIN-REGIONS OF THE UNRESTRAINED SWINE
    FORSLID, A
    ANDERSSON, B
    JOHANSSON, S
    ACTA PHYSIOLOGICA SCANDINAVICA, 1986, 128 (03): : 389 - 396