Eye movements dataset for objective-based assessment of object-oriented programming knowledge

The Eye Movements dataset for Objective Assessment contains eye gaze data and learners' scores in an objective-based object-oriented programming assessment. The learners’ knowledge was assessed for various programming concepts like object initialisation, variable declaration, constructors etc....

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Vydáno v:Data in brief Ročník 50; s. 109558
Hlavní autoři: K R, Chandrika, J, Amudha
Médium: Journal Article
Jazyk:angličtina
Vydáno: Elsevier Inc 01.10.2023
Elsevier
Témata:
Assessment
cognition
Data
data analysis
data collection
Dataset
Empirical studies in HCI
Eye movements and cognition
Eye-tracking
eyes
Human-computer interaction
MCQ
Programming
Eye-tracking
Dataset
Assessment
Programming
Human-computer interaction
MCQ
Eye movements and cognition
Empirical studies in HCI
ISSN:2352-3409, 2352-3409
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Abstract The Eye Movements dataset for Objective Assessment contains eye gaze data and learners' scores in an objective-based object-oriented programming assessment. The learners’ knowledge was assessed for various programming concepts like object initialisation, variable declaration, constructors etc. The eye gaze data of learners were collected using the commercial eye tracker, and their responses using the Think Aloud method. The eye gaze data was then mapped to the contextual information in the stimulus, which included questions, keywords, and answer options. The raw and analysed data are available to learn learners' cognitive behavior during an objective assessment.
AbstractList The Eye Movements dataset for Objective Assessment contains eye gaze data and learners' scores in an objective-based object-oriented programming assessment. The learners' knowledge was assessed for various programming concepts like object initialisation, variable declaration, constructors etc. The eye gaze data of learners were collected using the commercial eye tracker, and their responses using the Think Aloud method. The eye gaze data was then mapped to the contextual information in the stimulus, which included questions, keywords, and answer options. The raw and analysed data are available to learn learners' cognitive behavior during an objective assessment.The Eye Movements dataset for Objective Assessment contains eye gaze data and learners' scores in an objective-based object-oriented programming assessment. The learners' knowledge was assessed for various programming concepts like object initialisation, variable declaration, constructors etc. The eye gaze data of learners were collected using the commercial eye tracker, and their responses using the Think Aloud method. The eye gaze data was then mapped to the contextual information in the stimulus, which included questions, keywords, and answer options. The raw and analysed data are available to learn learners' cognitive behavior during an objective assessment.
The Eye Movements dataset for Objective Assessment contains eye gaze data and learners' scores in an objective-based object-oriented programming assessment. The learners’ knowledge was assessed for various programming concepts like object initialisation, variable declaration, constructors etc. The eye gaze data of learners were collected using the commercial eye tracker, and their responses using the Think Aloud method. The eye gaze data was then mapped to the contextual information in the stimulus, which included questions, keywords, and answer options. The raw and analysed data are available to learn learners' cognitive behavior during an objective assessment.
ArticleNumber 109558
Author K R, Chandrika
J, Amudha
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Keywords Eye-tracking
Dataset
Assessment
Programming
Human-computer interaction
MCQ
Eye movements and cognition
Empirical studies in HCI
Language English
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References Instruments (bib0006) 2014
Instruments, Teltow (bib0005) 2015
Instruments, Teltow (bib0004) 2015
Ramachandra, Joseph (bib0002) 2021; 21
Obaidellah, Haek, Cheng (bib0007) 2018; 51
Dalmaijer, Mathˆot, Van der Stigchel (bib0003) 2014; 46
Kelley, Capobianco, Kaluf (bib0008) 2015; 25
Anderson, Sosniak (bib0001) 1994
Dalmaijer (10.1016/j.dib.2023.109558_bib0003) 2014; 46
Obaidellah (10.1016/j.dib.2023.109558_bib0007) 2018; 51
Ramachandra (10.1016/j.dib.2023.109558_bib0002) 2021; 21
Instruments (10.1016/j.dib.2023.109558_bib0005) 2015
Instruments (10.1016/j.dib.2023.109558_bib0006) 2014
Anderson (10.1016/j.dib.2023.109558_bib0001) 1994
Kelley (10.1016/j.dib.2023.109558_bib0008) 2015; 25
Instruments (10.1016/j.dib.2023.109558_bib0004) 2015
References_xml – year: 1994
  ident: bib0001
  article-title: Bloom's Taxonomy
– volume: 46
  start-page: 913
  year: 2014
  end-page: 921
  ident: bib0003
  article-title: Pygaze: an open-source, crossplatform toolbox for minimal-effort programming of eyetracking experiments
  publication-title: Behav. Res. Methods
– volume: 21
  start-page: 6783
  year: 2021
  ident: bib0002
  article-title: IEyeGASE: an intelligent eye gaze-based assessment system for deeper insights into learner performance
  publication-title: Sensors
– year: 2015
  ident: bib0004
  article-title: Smi Gaze & Eye Tracking systems
– start-page: 2019
  year: 2014
  ident: bib0006
  article-title: Begaze Manual
– volume: 51
  start-page: 1
  year: 2018
  end-page: 58
  ident: bib0007
  article-title: A survey on the usage of eye-tracking in computer programming
  publication-title: ACM Comput. Surv.
– year: 2015
  ident: bib0005
  article-title: Experimental Suite 360
– volume: 25
  start-page: 521
  year: 2015
  end-page: 540
  ident: bib0008
  article-title: Concurrent think-aloud protocols to assess elementary design students
  publication-title: Int. . Technol. Des. Educ.
– volume: 51
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.dib.2023.109558_bib0007
  article-title: A survey on the usage of eye-tracking in computer programming
  publication-title: ACM Comput. Surv.
  doi: 10.1145/3145904
– year: 1994
  ident: 10.1016/j.dib.2023.109558_bib0001
– volume: 21
  start-page: 6783
  issue: 20
  year: 2021
  ident: 10.1016/j.dib.2023.109558_bib0002
  article-title: IEyeGASE: an intelligent eye gaze-based assessment system for deeper insights into learner performance
  publication-title: Sensors
  doi: 10.3390/s21206783
– volume: 46
  start-page: 913
  issue: 4
  year: 2014
  ident: 10.1016/j.dib.2023.109558_bib0003
  article-title: Pygaze: an open-source, crossplatform toolbox for minimal-effort programming of eyetracking experiments
  publication-title: Behav. Res. Methods
  doi: 10.3758/s13428-013-0422-2
– year: 2015
  ident: 10.1016/j.dib.2023.109558_bib0005
– year: 2015
  ident: 10.1016/j.dib.2023.109558_bib0004
– volume: 25
  start-page: 521
  issue: 4
  year: 2015
  ident: 10.1016/j.dib.2023.109558_bib0008
  article-title: Concurrent think-aloud protocols to assess elementary design students
  publication-title: Int. . Technol. Des. Educ.
  doi: 10.1007/s10798-014-9291-y
– start-page: 2019
  year: 2014
  ident: 10.1016/j.dib.2023.109558_bib0006
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SubjectTerms Assessment
cognition
Data
data analysis
data collection
Dataset
Empirical studies in HCI
Eye movements and cognition
Eye-tracking
eyes
Human-computer interaction
MCQ
Programming
Title Eye movements dataset for objective-based assessment of object-oriented programming knowledge
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