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Investigating Multi-Modal Measures for Cognitive Load Detection in E-Learning
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Investigating Multi-Modal Measures for Cognitive Load Detection in E-Learning (2020)Investigating Multi-Modal Measures for Co…Physiological metrics of mental workload: A review of recent progress (2020)Physiological metrics of ment…Robust Multimodal Cognitive Load Measurement (2016)Robust Multimodal Cognitive L…A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research (2016)A Guideline of Selecting and …A Stress Sensor Based on Galvanic Skin Response (GSR) Controlled by ZigBee (2012)A Stress Sensor Based on Galv…Psycho-physiological measures for assessing cognitive load (2010)Psycho-physiological measures…Boredom, engagement and anxiety as indicators for adaptation to difficulty in games (2008)Boredom, engagement and anxie…Galvanic skin response (GSR) as an index of cognitive load (2007)Galvanic skin response (GSR) …Task-evoked pupillary response to mental workload in human-computer interaction (2004)Task-evoked pupillary respons…Cognitive Load Measurement as a Means to Advance Cognitive Load Theory (2003)Cognitive Load Measurement as…Eye Activity Correlates of Workload during a Visuospatial Memory Task (2001)Eye Activity Correlates of Wo…Review and reappraisal of modelling and predicting mental workload in single- and multi-task environments (2000)Review and reappraisal of mod…Working Memory: The Multiple-Component Model (1999)Working Memory: The Multiple-…Levels of Expertise and Instructional Design (1998)Levels of Expertise and Instr…Cognitive Architecture and Instructional Design (1998)Cognitive Architecture and In…Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework (1997)Compensatory control in the r…Instructional control of cognitive load in the training of complex cognitive tasks (1994)Instructional control of cogn…On the economy of the human-processing system. (1979)Workload: An examination of the concept. (1986)On the need for attention-aware systems: Measuring effects of interruption on task performance, error rate, and affective state (2006)Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Cognitive Load During Problem Solving: Effects on Learning (1988)Nine Ways to Reduce Cognitive Load in Multimedia Learning (2003)Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions (2005)Cognitive Architecture and Instructional Design: 20 Years Later (2019)Architecture of Cognition (1983)Cognitive Load Theory and the Format of Instruction (1991)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Human Cognitive Abilities (1993)The processing-speed theory of adult age differences in cognition. (1996)Using near infrared spectroscopy and heart rate variability to detect mental overload (2013)Human Mental Workload: A Survey and a Novel Inclusive Definition (2022)A Survey on Measuring Cognitive Workload in Human-Computer Interaction (2023)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching (2006)Focus on Formative Feedback (2008)Stress, appraisal, and coping (1985)Job demands, job resources, and their relationship with burnout and engagement: a multi‐sample study (2004)Using the job demands‐resources model to predict burnout and performance (2004)Burnout and work engagement among teachers (2005)Stress: Appraisal and Coping (2013)Engineering Psychology and Human Performance (2015)Akufo and Ibarapa (1965)Intraclass correlations: Uses in assessing rater reliability. (1979)STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT (1986)Principles of Linguistic Change: Internal Factors (1994)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Two new Later Stone Age sites from the Final Pleistocene in the Falémé Valley, eastern Senegal (2024)The magical number 4 in short-term memory: A reconsideration of mental storage capacity (2001)The Structure of Working Memory From 4 to 15 Years of Age. (2004)Working Memory: Theories, Models, and Controversies (2011)Integrating cognitive load theory and concepts of human–computer interaction (2010)A Stress-Detection System Based on Physiological Signals and Fuzzy Logic (2011)Multimedia Learning (2002)Cognitive Load Theory (2011)
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References

  • 2016A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research30,008 cited
  • 1998Cognitive Architecture and Instructional Design6,167 cited
  • 2003Cognitive Load Measurement as a Means to Advance Cognitive Load Theory2,561 cited
  • 1997Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework1,751 cited
  • 1999Working Memory: The Multiple-Component Model1,374 cited
  • 1994Instructional control of cognitive load in the training of complex cognitive tasks982 cited
  • 1998Levels of Expertise and Instructional Design546 cited
  • 2020Physiological metrics of mental workload: A review of recent progress459 cited
  • 2007Galvanic skin response (GSR) as an index of cognitive load442 cited
  • 2010Psycho-physiological measures for assessing cognitive load382 cited
  • 2004Task-evoked pupillary response to mental workload in human-computer interaction317 cited
  • 2012A Stress Sensor Based on Galvanic Skin Response (GSR) Controlled by ZigBee315 cited
  • 2001Eye Activity Correlates of Workload during a Visuospatial Memory Task293 cited
  • 2000Review and reappraisal of modelling and predicting mental workload in single- and multi-task environments246 cited

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  • 2008Boredom, engagement and anxiety as indicators for adaptation to difficulty in games233 cited
  • 2016Robust Multimodal Cognitive Load Measurement193 cited
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