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Quantified learning
   José Luis Santos, StenGovaerts and Erik Duval
              ariadne@cs.kuleuven.be




                                                   1
students                     engineers


  second year                  develop a
   bachelor                     project



Who is it intended for?
  management                     solving
                                problems



                    new
                technologies




                                           2
students                     engineers


  second year                  develop a
   bachelor                     project



Who is it intended for?
  management                     solving
                                problems



                    new
                technologies




                                           3
RescueTime
                              Viz of
Trackers        Rabbit        groups
                Plugin




 What are we doing?

    Awareness            Reflection


            Learning
            Dashboard



                                       4
RescueTime
                              Viz of
Trackers        Rabbit        groups
                Plugin




 What are we doing?

    Awareness            Reflection


            Learning
            Dashboard



                                       5
What do students see?




                        6
… let’s go to learn from
        the data…




                           7
Students increase their
performance with their
      experience
                  End first
                  iteration




                              8
Students increase their
performance with their
      experience
                  End first
                  iteration




                              9
…so you can detect when
something is going wrong…




                            10
… but more in depth…




                       11
… maybe someone is worried
 about the weather and his
        social life




                         12
… maybe someone is worried
 about the weather and his
        social life




                         13
… but they tend to use
browsing in a productive
          way




                           14
…but some of them like
   what their peers
       dislike…


control            be
          VS
               controlled

                         15
…but some of them like
   what their peers
       dislike…


control            be
          VS
               controlled

                         16
… but really… is it
      useful?




                      17
Students say YES!
… but they don’t use it!
           



                       18
Is reflection an
implicit process?




                    19
Is reflection an
implicit process?




                    20

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Visualization of data in a learning and self-reflection context - José Luis Santos, Sten Govaerts, and Erik Duval