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Enhancing orchestration of
                   lab sessions by means of
                    awareness mechanisms



                                                  Israel Gutiérrez Rojas
                                                   Raquel M. Crespo García
                                                    Carlos Delgado Kloos
                                                         Universidad Carlos III de Madrid
Image from http://www.thesocialcmo.com/blog/2012/01/do-you-call-on-those-raising-their-hands/
Lab sessions

• Face to face (f2f) activities
• In the computer lab
• Hands on
• Teachers (or TAs) provide feedback when
  students find a problem
Similar sessions to...
flipping the classroom
• Lectures at home
• Homework in class
• We should support
  this new types of
  classes!!!
Problems emerging in
    lab sessions
• Premise:
 • High students to teachers ratio (>20)
• Problems
 • Questions rate > Feedback rate
 • Students compete for teachers’ attention
 • Unfairness
 • Teacher cannot track students’
    progression
Awareness Literature:
     Lanterns
• Physical devices: lantern
• Distributed awareness
• Used to
 • Indicate progress
 • Request feedback
• Visibility problems in computer labs
Awareness Literature:
                   Lanterns
            • Physical devices: lantern
            • Distributed awareness
            • Used to
             • Indicate progress
             • Request feedback
            • Visibility problems in computer labs
Alavi, H. S., Dillenbourg, P., & Kaplan, F. (2009). Distributed awareness for class orchestration. Learning in
   the Synergy of Multiple Disciplines -- Proceedings of the 4th European Conference on Technology
                        Enhanced Learning, {EC-TEL 2009} (pp. 211-225). Springer.
Awareness Literature:
     PLITAZ
• Software teaching classes
• Minimize learning progress differences
• Strategies
 • Tutor-tutee match
 • Attention zone
Awareness Literature:
                 PLITAZ
           • Software teaching classes
           • Minimize learning progress differences
           • Strategies
            • Tutor-tutee match
            • Attention zone
Dong, J.-J., & Hwang, W.-Y. (2012). Study to minimize learning progress differences in software learning
         class using PLITAZ system. Educational Technology Research and Development, (243)
Measuring lab sessions
     problems
• Definition of metrics
 • Waiting factor
    (waiting vs. tutoring
    time)
 • Order of
    interventions
Measuring lab sessions
               problems
          • Definition of metrics
           • Waiting factor
                  (waiting vs. tutoring
                  time)
             • Order of
                  interventions

Gutiérrez Rojas, I., Crespo García, R. (2012). Towards efficient provision of feedback in lab sessions.
  Proceeding of the International Conference on Advanced Learning Technologies, ICALT 2012.
Exploratory analysis of
     lab sessions
• Tool that meets
  teaching needs in a
  real setting
                         Increasing
 • Improves efficiency     interest
    of formative
    feedback and
    orchestration
 • Students acceptance
Exploratory analysis of
                lab sessions
           • Tool that meets
               teaching needs in a
               real setting
                                                                 Increasing
              • Improves efficiency                                interest
                   of formative
                   feedback and
                   orchestration
              • Students acceptance
Gutiérrez Rojas, I., Crespo García, R., & Delgado Kloos, C. (2011). Orchestration and Feedback in Lab
Sessions: Improvements in Quick Feedback Provision. Proceedings of the 6th European Conference of
Technology Enhanced Learning (EC-TEL 2011), September 2011 Palermo, Italy (Vol. 6964, pp. 424-429)
Proposed solution
(powered by Learning Analytics)


   Data           Process /        Inter-
 collection       Analysis        ventions




                Attach info
 Events from                    Recommend
               to augmented
 web sensors                    interactions
               physical space
http://www.class-on.org



• Awareness tool supporting teachers
• Objectives
 • Regulate interactions
 • Recommend interventions (Real
    Time)
 • Empower teacher for improving
    orchestration
BART SIMPSON
LISA SIMPSON




               Student interface
BUSY




2         3




5         2




    Teacher interface
BUSY




BART SIMPSON   LISA SIMPSON




         Teacher interface
Use case
• Multimedia Applications course
 • 5 sessions, 4 different teachers
 • 20-30 students per session (in dyads)
• Quantitative data: collection of events
  (progress, questions)
• Qualitative data: surveys to teachers +
  students
Evaluation results
• Quantitative data: not enough improvement
• Teachers perception
 • info in a glance
 • fair distribution of feedback
• Students perception
 • more fair (time/order)
 • trust the help is coming
Orchestration aspects:
  5+3 framework
Orchestration aspects:
              5+3 framework




Prieto, L. P., Holenko Dlab, M., Gutiérrez, I., Abdulwahed, M., & Balid, W. (2011). Orchestrating technology
                             
         enhanced learning : a literature review and a conceptual framework. IJTEL, 3(6), 583-598.
Contributions to
    orchestration (I)
• Regulation / Management
 • Time, space
• Flexibility / Intervention
 • Recommendation of interventions
    contextualized in the space
Contributions to
     orchestration (II)
• Assessment
 • Tracking of students’ progression during
    the session (summative assessment)
• Planning / Design
 • Questions + progress info to improve
    future enactments
Further Steps
•   Define new metrics that characterize the system

•   Use questions/answers information as an
    instrument to learning in a community

•   Suggest peer support interactions

•   Integrate formative assessment to confirm
    progression

•   New strategies for feedback dispatching

•   Visualization + gamification
Thank you very much!!
       Any questions?
     igutierrez@inv.it.uc3m.es

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Enhancing orchestration of lab sessions by means of awareness mechanisms

  • 1. Enhancing orchestration of lab sessions by means of awareness mechanisms Israel Gutiérrez Rojas Raquel M. Crespo García Carlos Delgado Kloos Universidad Carlos III de Madrid Image from http://www.thesocialcmo.com/blog/2012/01/do-you-call-on-those-raising-their-hands/
  • 2. Lab sessions • Face to face (f2f) activities • In the computer lab • Hands on • Teachers (or TAs) provide feedback when students find a problem
  • 3. Similar sessions to... flipping the classroom • Lectures at home • Homework in class • We should support this new types of classes!!!
  • 4. Problems emerging in lab sessions • Premise: • High students to teachers ratio (>20) • Problems • Questions rate > Feedback rate • Students compete for teachers’ attention • Unfairness • Teacher cannot track students’ progression
  • 5. Awareness Literature: Lanterns • Physical devices: lantern • Distributed awareness • Used to • Indicate progress • Request feedback • Visibility problems in computer labs
  • 6. Awareness Literature: Lanterns • Physical devices: lantern • Distributed awareness • Used to • Indicate progress • Request feedback • Visibility problems in computer labs Alavi, H. S., Dillenbourg, P., & Kaplan, F. (2009). Distributed awareness for class orchestration. Learning in the Synergy of Multiple Disciplines -- Proceedings of the 4th European Conference on Technology Enhanced Learning, {EC-TEL 2009} (pp. 211-225). Springer.
  • 7. Awareness Literature: PLITAZ • Software teaching classes • Minimize learning progress differences • Strategies • Tutor-tutee match • Attention zone
  • 8. Awareness Literature: PLITAZ • Software teaching classes • Minimize learning progress differences • Strategies • Tutor-tutee match • Attention zone Dong, J.-J., & Hwang, W.-Y. (2012). Study to minimize learning progress differences in software learning class using PLITAZ system. Educational Technology Research and Development, (243)
  • 9. Measuring lab sessions problems • Definition of metrics • Waiting factor (waiting vs. tutoring time) • Order of interventions
  • 10. Measuring lab sessions problems • Definition of metrics • Waiting factor (waiting vs. tutoring time) • Order of interventions Gutiérrez Rojas, I., Crespo García, R. (2012). Towards efficient provision of feedback in lab sessions. Proceeding of the International Conference on Advanced Learning Technologies, ICALT 2012.
  • 11. Exploratory analysis of lab sessions • Tool that meets teaching needs in a real setting Increasing • Improves efficiency interest of formative feedback and orchestration • Students acceptance
  • 12. Exploratory analysis of lab sessions • Tool that meets teaching needs in a real setting Increasing • Improves efficiency interest of formative feedback and orchestration • Students acceptance Gutiérrez Rojas, I., Crespo García, R., & Delgado Kloos, C. (2011). Orchestration and Feedback in Lab Sessions: Improvements in Quick Feedback Provision. Proceedings of the 6th European Conference of Technology Enhanced Learning (EC-TEL 2011), September 2011 Palermo, Italy (Vol. 6964, pp. 424-429)
  • 13. Proposed solution (powered by Learning Analytics) Data Process / Inter- collection Analysis ventions Attach info Events from Recommend to augmented web sensors interactions physical space
  • 14. http://www.class-on.org • Awareness tool supporting teachers • Objectives • Regulate interactions • Recommend interventions (Real Time) • Empower teacher for improving orchestration
  • 15. BART SIMPSON LISA SIMPSON Student interface
  • 16. BUSY 2 3 5 2 Teacher interface
  • 17. BUSY BART SIMPSON LISA SIMPSON Teacher interface
  • 18. Use case • Multimedia Applications course • 5 sessions, 4 different teachers • 20-30 students per session (in dyads) • Quantitative data: collection of events (progress, questions) • Qualitative data: surveys to teachers + students
  • 19. Evaluation results • Quantitative data: not enough improvement • Teachers perception • info in a glance • fair distribution of feedback • Students perception • more fair (time/order) • trust the help is coming
  • 20. Orchestration aspects: 5+3 framework
  • 21. Orchestration aspects: 5+3 framework Prieto, L. P., Holenko Dlab, M., Gutiérrez, I., Abdulwahed, M., & Balid, W. (2011). Orchestrating technology   enhanced learning : a literature review and a conceptual framework. IJTEL, 3(6), 583-598.
  • 22. Contributions to orchestration (I) • Regulation / Management • Time, space • Flexibility / Intervention • Recommendation of interventions contextualized in the space
  • 23. Contributions to orchestration (II) • Assessment • Tracking of students’ progression during the session (summative assessment) • Planning / Design • Questions + progress info to improve future enactments
  • 24. Further Steps • Define new metrics that characterize the system • Use questions/answers information as an instrument to learning in a community • Suggest peer support interactions • Integrate formative assessment to confirm progression • New strategies for feedback dispatching • Visualization + gamification
  • 25. Thank you very much!! Any questions? igutierrez@inv.it.uc3m.es

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