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A case study: Tablets in orchestrated, collaborative activities Irene-Angelica Chounta, Nikolaos Avouris  University of Patras, Greece
Overview ,[object Object],[object Object]
Models of quality of collaboration activities using a rating scheme  ,[object Object],[object Object]
Original setting New setting Desktop-videoconferencing  system with shared text  editor Synergo: shared whiteboard  and chat Medical decision making Computer programming (algorithm building) Intermediates; complementary prior  knowledge (psychology and  medicine) Beginners; similar prior knowledge CSCL tool Domain Collaborato rs Meier et al. (2007) rating scheme
Meier et al (2007) rating scheme dimensions
Kahrimanis et al. (2009) adapted collaboration rating scheme 7. Individual Task Orientation (for dyad mean or absolute difference) Motivation 6 .Cooperative Orientation  Interpersonal Relationship 5 .Structuring the Problem Solving Process Coordination 4. Argumentation  3. Knowledge Exchange  Joint information processing 2. Sustaining Mutual Understanding  1. Collaboration Flow  Communication Dimensions  Aspect of collaboration
Development of a Collaboration Quality Estimation Model  Data set used ,[object Object],[object Object],[object Object]
36 derived metrics used  (Kahrimanis et al. 2010)
Quality of Collaboration Estimator  (Kahrimanis et al. 2010) collaboration_quality_avg  =  0.460 + 0.004* C4  - 0.005* C6  + 0.011* C8_17.5  - 0.012* C7  + 0.602* EV3  + 0.447* STC  - 0.001* MW1  + 0.008* MW6   Stone & Geisser Coefficient ( cross validation)   Partial Least Squares Regression Model
Use of Quality of Collaboration Estimator as discriminator between cases of good and bad collaboration ,[object Object]
Use of Quality of Collaboration Estimator as automatic rater ,[object Object]
#2 The tablets study ,[object Object],[object Object],[object Object]
Experimental Setup(1) Time  pre-defined for all stages of the activity – teacher has the opportunity to re-define the time schedule Explicitly defined  task : The construction of a keystroke level model (KLM) Dyads, not changing through the study, for  teams T ablets for all
Task (2-phase group activity) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Text input devices used Soft keyboard on a tablet Numeric keyboard on a desktop
Experimental Setup(2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Phase A Phase B Case A: dyadB, dyadE  CaseB: dyadA, dyadC, dyadD CaseA: dyadA, dyadC, dyadD Case B: dyadB, dyadE
Synergo v5 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Shared Workspace Chat  Tool Objects’ Libraries Stylus Support
Metrics & Criteria for Analysis ,[object Object],[object Object],[object Object],[object Object]
Qualitative analysis of recorded sessions ,[object Object],[object Object],[object Object],[object Object]
Activity statistics (1) ,[object Object],[object Object],[object Object]
Automatic metrics of collaboration quality(1) ,[object Object],[object Object],[object Object],[5]  Kahrimanis et. al. Study of correlations between logfile-based metrics of interaction and the quality of synchronous collaboration (2010)
Automatic metrics of collaboration quality(2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Automatic metrics of collaboration quality(3) ,[object Object],[object Object],[object Object]
Automatic metrics of collaboration quality(4) ,[object Object],[object Object]
Discussion (1) ,[object Object],[object Object],[object Object],[object Object]
Discussion (2) ,[object Object],[object Object],[object Object]
Discussion (3) ,[object Object],[object Object],[object Object]
thank you hci.edu.gr

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Chounta avouris arv2011

  • 1. A case study: Tablets in orchestrated, collaborative activities Irene-Angelica Chounta, Nikolaos Avouris University of Patras, Greece
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  • 4. Original setting New setting Desktop-videoconferencing system with shared text editor Synergo: shared whiteboard and chat Medical decision making Computer programming (algorithm building) Intermediates; complementary prior knowledge (psychology and medicine) Beginners; similar prior knowledge CSCL tool Domain Collaborato rs Meier et al. (2007) rating scheme
  • 5. Meier et al (2007) rating scheme dimensions
  • 6. Kahrimanis et al. (2009) adapted collaboration rating scheme 7. Individual Task Orientation (for dyad mean or absolute difference) Motivation 6 .Cooperative Orientation Interpersonal Relationship 5 .Structuring the Problem Solving Process Coordination 4. Argumentation 3. Knowledge Exchange Joint information processing 2. Sustaining Mutual Understanding 1. Collaboration Flow Communication Dimensions Aspect of collaboration
  • 7.
  • 8. 36 derived metrics used (Kahrimanis et al. 2010)
  • 9. Quality of Collaboration Estimator (Kahrimanis et al. 2010) collaboration_quality_avg = 0.460 + 0.004* C4 - 0.005* C6 + 0.011* C8_17.5 - 0.012* C7 + 0.602* EV3 + 0.447* STC - 0.001* MW1 + 0.008* MW6 Stone & Geisser Coefficient ( cross validation) Partial Least Squares Regression Model
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  • 13. Experimental Setup(1) Time pre-defined for all stages of the activity – teacher has the opportunity to re-define the time schedule Explicitly defined task : The construction of a keystroke level model (KLM) Dyads, not changing through the study, for teams T ablets for all
  • 14.
  • 15. Text input devices used Soft keyboard on a tablet Numeric keyboard on a desktop
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