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Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
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Behavior
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JoVE Journal Behavior
Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes

Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes

DOI:
10.3791/62103-v

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10:43 min

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June 10, 2021

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, , , , , , ,
1Department of Health Sciences,University of Burgos, 2Department of Geography, History and Communication,University of Burgos, 3Department of Computer Engineering,University of Burgos, 4tvUBU,University of Burgos, 5Departament of Philology,Universidad de Burgos

Chapters

  • 00:00Introduction
  • 00:41Research Questions
  • 01:32Participant Recruitment
  • 02:46Data Collection
  • 03:23Experimental Procedure
  • 04:20Performing the Learning Task
  • 04:57Data Analysis
  • 06:00Presonalized Learning Proposals
  • 06:14Representative Results
  • 10:02Conclusions

Summary

Automatic Translation

Automatic Translation

We present a protocol for a behavioral analysis of adults (ages 18 to 70-year-old) engaged in learning processes, undertaking tasks designed for Self-Regulated Learning (SRL). The participants, university teachers and students, and adults from the University of Experience, were monitored with eye-tracking devices and the data were analyzed with data-mining techniques.

Tags

Keywords: Eye-trackingData-miningBehavioral AnalysisLearning ProcessAdult LearnersUniversity TeachersStudentsUniversity Of ExperienceOcular Fixation ParametersLearning ResultsFormal EducationNon-formal EducationInformed Consent

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