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Where to go with your
                           subject?!
                      Anne Everars, Greet Robijns en Ward Cools




dinsdag 16 april 13
What to visualize?


                      Difference between LAK and EDM data

                      Localization of the subjects

                      Differences between participating
                      associations (number of written papers)




dinsdag 16 april 13
Why this?

                      Interesting to know where people are
                      writing about a certain subject

                      LAK and EDM have a comparable research
                      domain
                      ➠ visualize the differences

                      Quantity is also visualized, to see where a
                      lot of research is done about a subject



dinsdag 16 april 13
How did we do this?
                Beginning

                      Simple map with marker
                      for the associations

                      map with EDM versus
                      LAK data




dinsdag 16 april 13
How did we do this?
              Rapid prototyping

                      Paper prototype

                      First digital version

                      ... more iterations still to come




dinsdag 16 april 13
So many choices ...

                      Conflict:

                        Visualize the quantity of papers
                        e.g. in the US more publications than in
                        Guatemala

                        Visualize distribution between LAK and
                        EDM



dinsdag 16 april 13
Some many choices ...


                      Continue working with bar charts

                        Markers are too close together

                        Bar can get really long

                        Not clear to which association it belongs




dinsdag 16 april 13
So many choices ...
                      Pie chart

                        Located at the center
                        of the association

                        Unreadable when
                        zoomed out or many
                        associations close together

                        Hard to compare associations (number of
                        papers not clear)

dinsdag 16 april 13
So many choices ...
                      Pop-ups

                        Clear to which
                        association it belongs

                        Map not flooded with
                        - potentially unwanted -
                        information

                      Small markers on the
                      map itself

                      Hover over association
                      to see the name
dinsdag 16 april 13
Pop-ups?

                      Visualize information about one association

                      Visualize differences between two
                      associations

                      2 options were evaluated by use of paper
                      prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype




dinsdag 16 april 13
Paper prototype
                      the compare issue




dinsdag 16 april 13
Evaluation
                      Some remarks during user test

                        ‘Compare’ and ‘Search’ button are placed
                        too close together.

                        Dots in the map might be mistaken for
                        capital cities

                        Axis should be calibrated on the pop-ups

                        Can you only push the ‘Compare’ button if
                        (more than) one association is selected

                        Compare more than two associations?
dinsdag 16 april 13
Evaluation
                      SUS-questionnaire
                      ➠ express the quality with a number
                      ➠ get a view of the usability of the
                      application

                      SUS-score = 74




dinsdag 16 april 13
Some changes ...


                      Scale : no continuous colors, but discrete
                      ➠ beter visualize the differences

                      Location of search and compare button are
                      (hopefully) better




dinsdag 16 april 13
DEMO




dinsdag 16 april 13
What we learned
                      Some associations have a strong preference
                      for one of the conferences

                      ‘learning’ gives a divided image

                        Learning analytics and machine learning
                        both concern learning

                        Visualize both conferences

                      Social network analysis

                        mainly LAK

                        only popular in certain countries
dinsdag 16 april 13
What we learned


                      Important to get an idea about the data

                      Important to get an idea about what what
                      people want to know about the data




dinsdag 16 april 13
Teamwork?


                      First meeting to look at what we wanted and
                      how we wanted to do visualize it

                      Divided the tasks

                      Everyone did their part




dinsdag 16 april 13
Technical issues?



                      Clash between markers and pop-ups




dinsdag 16 april 13
What’s next?


                      Evaluation digital prototype

                      Mark the axises

                      ...




dinsdag 16 april 13
dinsdag 16 april 13
                      ?
                      Questions?

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Visualizing Differences in LAK and EDM Research by Country

  • 1. Where to go with your subject?! Anne Everars, Greet Robijns en Ward Cools dinsdag 16 april 13
  • 2. What to visualize? Difference between LAK and EDM data Localization of the subjects Differences between participating associations (number of written papers) dinsdag 16 april 13
  • 3. Why this? Interesting to know where people are writing about a certain subject LAK and EDM have a comparable research domain ➠ visualize the differences Quantity is also visualized, to see where a lot of research is done about a subject dinsdag 16 april 13
  • 4. How did we do this? Beginning Simple map with marker for the associations map with EDM versus LAK data dinsdag 16 april 13
  • 5. How did we do this? Rapid prototyping Paper prototype First digital version ... more iterations still to come dinsdag 16 april 13
  • 6. So many choices ... Conflict: Visualize the quantity of papers e.g. in the US more publications than in Guatemala Visualize distribution between LAK and EDM dinsdag 16 april 13
  • 7. Some many choices ... Continue working with bar charts Markers are too close together Bar can get really long Not clear to which association it belongs dinsdag 16 april 13
  • 8. So many choices ... Pie chart Located at the center of the association Unreadable when zoomed out or many associations close together Hard to compare associations (number of papers not clear) dinsdag 16 april 13
  • 9. So many choices ... Pop-ups Clear to which association it belongs Map not flooded with - potentially unwanted - information Small markers on the map itself Hover over association to see the name dinsdag 16 april 13
  • 10. Pop-ups? Visualize information about one association Visualize differences between two associations 2 options were evaluated by use of paper prototype dinsdag 16 april 13
  • 20. Paper prototype the compare issue dinsdag 16 april 13
  • 21. Evaluation Some remarks during user test ‘Compare’ and ‘Search’ button are placed too close together. Dots in the map might be mistaken for capital cities Axis should be calibrated on the pop-ups Can you only push the ‘Compare’ button if (more than) one association is selected Compare more than two associations? dinsdag 16 april 13
  • 22. Evaluation SUS-questionnaire ➠ express the quality with a number ➠ get a view of the usability of the application SUS-score = 74 dinsdag 16 april 13
  • 23. Some changes ... Scale : no continuous colors, but discrete ➠ beter visualize the differences Location of search and compare button are (hopefully) better dinsdag 16 april 13
  • 25. What we learned Some associations have a strong preference for one of the conferences ‘learning’ gives a divided image Learning analytics and machine learning both concern learning Visualize both conferences Social network analysis mainly LAK only popular in certain countries dinsdag 16 april 13
  • 26. What we learned Important to get an idea about the data Important to get an idea about what what people want to know about the data dinsdag 16 april 13
  • 27. Teamwork? First meeting to look at what we wanted and how we wanted to do visualize it Divided the tasks Everyone did their part dinsdag 16 april 13
  • 28. Technical issues? Clash between markers and pop-ups dinsdag 16 april 13
  • 29. What’s next? Evaluation digital prototype Mark the axises ... dinsdag 16 april 13
  • 30. dinsdag 16 april 13 ? Questions?