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Interac(ve	
  Explora(on	
  of	
  Geospa(al	
  
Network	
  Visualiza(on	
  



CHI	
  2012	
      Till	
  Nagel,	
  Erik	
  Duval,	
  Andrew	
  Vande	
  Moere	
  
Socializing	
  at	
  conferences	
  
Tabletop	
  as	
  social	
  space	
  
“	
  
   Studies	
  have	
  shown	
  geographic	
  proximity	
  
   is	
  important	
  and	
  does	
  posi6vely	
  inïŹ‚uence	
  
   the	
  intensity	
  and	
  frequency	
  of	
  scien6ïŹc	
  
   collabora6on.	
  
                         J.S.	
  Katz.	
  Geographical	
  Proximity	
  and	
  ScienIïŹc	
  
                         CollaboraIon.	
  Scientrometrics,	
  Vol.	
  31,	
  No.1	
  
                         (1994)	
  
Prototypes	
  
Interac(ons	
  on	
  a	
  mul(touch	
  tabletop	
  
Pan	
  




Zoom	
  &	
  Rotate	
  
Hints	
  for	
  non-­‐obvious	
  interac(ons	
  
Demo	
  at	
  EC-­‐TEL	
  2010	
  
User	
  study	
  at	
  EC-­‐TEL	
  2010	
  

 -­‐ 	
  FormaIve	
  user	
  study	
  

 -­‐ 	
  12	
  parIcipants	
  (9m,	
  3f,	
  27-­‐52	
  years)	
  

 -­‐ 	
  Execute	
  simple	
  tasks	
  

 -­‐ 	
  Think-­‐out-­‐loud	
  

 -­‐ 	
  Post-­‐test	
  quesIonnaire	
  on	
  saIsfacIon	
  
Results	
  &	
  Observa(ons	
  
InsuïŹƒcient	
  geographical	
  informa(on	
  
InsuïŹƒcient	
  geographical	
  informa(on	
  

 Some	
  parIcipants	
  had	
  problems	
  in	
 Â ïŹnding	
  the	
  places	
  
 menIoned	
  in	
  the	
  tasks.	
  	
  
 	
  	
  
 Possible	
  soluIons:	
  
 -­‐ 	
  Display	
  more	
  place	
  names	
  on	
  map	
  
 -­‐ 	
  Add	
  text	
 Â ïŹeld	
  to	
  search	
  for	
  geographical	
  features	
  
 -­‐ 	
  Display	
  list	
  of	
  places,	
  and	
  allow	
  selecIon	
  
Selec(ng	
  an	
  aïŹƒlia(on	
  
Selec(ng	
  an	
  aïŹƒlia(on	
  

 When	
  asked	
  to	
  select	
  an	
  aïŹƒliaIon,	
  all	
  parIcipants	
  tapped	
  on	
  
 its	
  marker.	
  However,	
  users	
  had	
  diïŹƒcul(es	
  selec(ng	
  a	
  single	
  
 aïŹƒlia(on	
  from	
  overlapping	
  markers.	
  	
  
 	
  
 Possible	
  soluIons:	
  
 -­‐ 	
  Change	
  layout	
  algorithm	
  
 -­‐	
  Keep	
  clusters,	
  and	
  expand	
  them	
  on	
  demand	
  
Quality	
  of	
  connec(ons	
  unclear	
  
Quality	
  of	
  connec(ons	
  unclear	
  

 A	
  visual	
  connecIon	
  is	
  shown	
  between	
  two	
  aïŹƒliaIons	
  if	
  they	
  
 published	
  at	
  least	
  one	
  paper	
  together.	
  There	
  is	
  no	
  indica(on	
  
 of	
  the	
  amount	
  of	
  co-­‐wriTen	
  papers.	
  
 	
  
 Possible	
  soluIons:	
  
 -­‐	
  Show	
  numbers	
  on	
  connecIon	
  
 -­‐	
  Map	
  number	
  into	
  visual	
  connecIon	
  representaIon	
  
Top	
  3	
  Issues	
  

 1.  Improve	
  map	
  style	
  
 2.  Allow	
  single	
  selecIon	
  of	
  mulIple	
  aïŹƒliaIons	
  in	
  proximity	
  
 3.  Visualize	
  quality	
  of	
  connecIons	
  
Second	
  prototype	
  
Quality	
  of	
  connec(ons	
  
Enabling	
  selec(on	
  of	
  single	
  marker	
  in	
  a	
  cluster	
  
Exploding	
  Menu	
  
Demo	
  tudy	
  at	
  Hypertext	
  2011	
  
User	
  s at	
  Hypertext	
  2011	
  

 -­‐  Same	
  setup	
  as	
  at	
  EC-­‐TEL	
  2010	
  

 	
  
 -­‐ 	
  9	
  parIcipants	
  
Social	
  Interac(ons	
  

 ‱ 	
  StarIng	
  discussions	
  
 ‱ 	
  ExploiIng	
  the	
  visualizaIon	
  for	
  story-­‐telling	
  
 ‱ 	
  Engaging	
  other	
  users	
  
Conclusions	
  
Lessons	
  learnt	
  

 ‱ 	
  Design	
  process	
  
 ‱ 	
  Map	
  style	
  
 ‱ 	
  Acceptance	
  of	
  mulItouch	
  interacIon	
  
 ‱ 	
  Radial	
  menu	
  for	
  dense	
  geospaIal	
  data	
  
Future	
  work	
  

 ‱ 	
  Radial	
  menu	
  for	
  dense	
  geospaIal	
  data	
  
 ‱ 	
  Controlled	
  user	
  study	
  on	
  weighted	
  edges	
  
Thank	
  you!	
  Ques(ons?	
  


               Till	
  Nagel,	
  Interac(on	
  Design	
  Lab	
  
               nagel@-­‐potsdam.de	
  	
  	
  –	
  	
  	
  twiTer:	
  @(llnm	
  

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Interactive Exploration of Geospatial Network Visualization

  • 1. Interac(ve  Explora(on  of  Geospa(al   Network  Visualiza(on   CHI  2012   Till  Nagel,  Erik  Duval,  Andrew  Vande  Moere  
  • 3. Tabletop  as  social  space  
  • 4. “   Studies  have  shown  geographic  proximity   is  important  and  does  posi6vely  inïŹ‚uence   the  intensity  and  frequency  of  scien6ïŹc   collabora6on.   J.S.  Katz.  Geographical  Proximity  and  ScienIïŹc   CollaboraIon.  Scientrometrics,  Vol.  31,  No.1   (1994)  
  • 6. Interac(ons  on  a  mul(touch  tabletop  
  • 7.
  • 8. Pan   Zoom  &  Rotate  
  • 11. User  study  at  EC-­‐TEL  2010   -­‐   FormaIve  user  study   -­‐   12  parIcipants  (9m,  3f,  27-­‐52  years)   -­‐   Execute  simple  tasks   -­‐   Think-­‐out-­‐loud   -­‐   Post-­‐test  quesIonnaire  on  saIsfacIon  
  • 14. InsuïŹƒcient  geographical  informa(on   Some  parIcipants  had  problems  in Â ïŹnding  the  places   menIoned  in  the  tasks.         Possible  soluIons:   -­‐   Display  more  place  names  on  map   -­‐   Add  text Â ïŹeld  to  search  for  geographical  features   -­‐   Display  list  of  places,  and  allow  selecIon  
  • 16. Selec(ng  an  aïŹƒlia(on   When  asked  to  select  an  aïŹƒliaIon,  all  parIcipants  tapped  on   its  marker.  However,  users  had  diïŹƒcul(es  selec(ng  a  single   aïŹƒlia(on  from  overlapping  markers.       Possible  soluIons:   -­‐   Change  layout  algorithm   -­‐  Keep  clusters,  and  expand  them  on  demand  
  • 17. Quality  of  connec(ons  unclear  
  • 18. Quality  of  connec(ons  unclear   A  visual  connecIon  is  shown  between  two  aïŹƒliaIons  if  they   published  at  least  one  paper  together.  There  is  no  indica(on   of  the  amount  of  co-­‐wriTen  papers.     Possible  soluIons:   -­‐  Show  numbers  on  connecIon   -­‐  Map  number  into  visual  connecIon  representaIon  
  • 19. Top  3  Issues   1.  Improve  map  style   2.  Allow  single  selecIon  of  mulIple  aïŹƒliaIons  in  proximity   3.  Visualize  quality  of  connecIons  
  • 21.
  • 23. Enabling  selec(on  of  single  marker  in  a  cluster  
  • 25.
  • 26. Demo  tudy  at  Hypertext  2011   User  s at  Hypertext  2011   -­‐  Same  setup  as  at  EC-­‐TEL  2010     -­‐   9  parIcipants  
  • 27. Social  Interac(ons   ‱   StarIng  discussions   ‱   ExploiIng  the  visualizaIon  for  story-­‐telling   ‱   Engaging  other  users  
  • 29. Lessons  learnt   ‱   Design  process   ‱   Map  style   ‱   Acceptance  of  mulItouch  interacIon   ‱   Radial  menu  for  dense  geospaIal  data  
  • 30. Future  work   ‱   Radial  menu  for  dense  geospaIal  data   ‱   Controlled  user  study  on  weighted  edges  
  • 31. Thank  you!  Ques(ons?   Till  Nagel,  Interac(on  Design  Lab   nagel@-­‐potsdam.de      –      twiTer:  @(llnm Â