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Information Visualization Application | 13 July 2012




  COMPARISON OF EMERGING INFORMATION
VISUALIZATION TOOLS FOR HIGHER EDUCATION

       Marta Pinto | Rui Raposo | Fernando Ramos




                 Montpellier, France
                                                                      1
Comparison of Emerging IV Tools for Higher Education
                      Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




Information Visualization (IV) is being used in many fields, including Education.
In a society driven by knowledge economy, information is relevant for all the stakeholders
of any field, and Higher Education is one the many fields which are gradually grasping
the advantage of the adoption of IV solutions in activities linked to:.


•   Decision making
•   Sharing data and information of interest to institutions, decision makers at a political or
    financial level, and to a wide range of public [Anderson,2008; Powell, 2004].
•   Accessing and manipulating massive data-sets, to benefit research, help to visualize
    more complex systems and strengthen international communication and collaboration
    in research [OECD, 2012].




                                                                                                               2
Comparison of Emerging IV Tools for Higher Education
                      Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




The evolution of IV is enabling its massive use worldwide by recognized governmental and non-
governmental organizations, institutions, services, entities, which have realized the power of this
type of communication and understanding of data and information on a large scale.




                                                                                                               3
Comparison of Emerging IV Tools for Higher Education
                       Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




Over the last few years IV has also gone beyond its focus on individual singled out objects with their
own sets of variables, to increasing the number of tasks of comparison of complex data. Complex
networks represented in IV [Lima, 2011]:




                                                                                                                4
Comparison of Emerging IV Tools for Higher Education
                      Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt



Interest in researching IV for HIGHER EDUCATION?
                                                                                   •   Benchmarking
                                                                                       exercises.
                                        Diversity                                  •   Classifying and
   European                                                                            ranking HEI study
   Higher                               transparent,                                   programs.
   Education                            details about                              •   Creating quality
   Area                                                                                profiles.
                                        institutions                               •   Comparable
                                                                                       information.




                       https://www.facebook.com/ProjetoTracer
                                                                                                               5
Comparison of Emerging IV Tools for Higher Education
                        Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




HIGHER EDUCATION: the vast majority of data and deriving information is not available from open
databases, this means that it will need to be collected directly from institutions, a time consuming
task for whomever collects data and for institutions who may be see it as a burden [van Vught,
2012].


                                                   Open and
                                                    public
                                                     use                              Use for
         DATASETS                                                                    research
                                                                                       and
                                                                                    knowledg
                                                                                    e transfer



 Data regarding HE is valuable to decision makers, and its visibility on the web may give institutions
 prestige, helping them attract students, scholars and financial investment [Ortega, et al, 2008;
 Butler, 2012].
                                                                                                                 6
Comparison of Emerging IV Tools for Higher Education
                          Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




METHODOLOGY | TOOL SELECTION

Search results in 4 IV tools for European Higher Education, with data regarding the Higher Education
Intitutions, propose to map diversity of HE and characterize HEI according to their autonomy,
mobility, ranking and classification.



                                                                          1*. U-MAP TOOL: a classification tool
                                                                          of European HE intitutions, with a
                                                                          description of the profiles through 6
                                                                          comparable dimensions. Decision
                                                                          makers, general public.
                                                                          (ongoing, demo stage, final report)




                                                                                                                   7
Comparison of Emerging IV Tools for Higher Education
     Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt


     2*. U-MULTIRANK TOOL: derives from U-map. A global multi-ranking tool,
     aiming to allow users to select HEIs performance indicators according to
     their own preferences and priorities, and define the institutional profile of
     their interest. Decision makers, general public. (ongoing, final report)


                                                        3*. UNIVERSITY AUTONOMY IN
                                                        EUROPE TOOL: lets the user
                                                        compare 28 HE systems regarding
                                                        their academic, organizational,
                                                        financial and staffing autonomy.
                                                        Decision makers. (finalized)



                    4. MAUNIMO TOOL: aiming to draw attention to various forms
                    and types of academic mobility.
                    (ongoing)                                                                 8
Comparison of Emerging IV Tools for Higher Education
                      Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




METHODOLOGY | COMPARISON of TOOLS
Focusing on the design and interaction patterns of the tools, sustained on the                      3 tools
                                                                                                  compared
work of the three authors, we propose 3 tables to establish a comparison:


   Heer and Shneiderman (2012) : taxonomy of tools that support the fluent and flexible use of
visualizations.
   Gleicher, et al. (2008): visual comparison for IV, by. Both the work of these authors focus in a
more broad analysis of IV and its design.
   Behrens (2008): comparison at a deeper level of the patterns in the IV tools, according to the
compiling of visualization methods.


* U-Multirank tool is not active online, analysis according to the information in the final report.
* U-Map tool , analysis according to the online available demonstration mode and final report.



                                                                                                               9
Comparison of Emerging IV Tools for Higher Education
                                          Marta Pinto| martapinto@ua.pt         Rui Raposo| raposo@ua.pt            Fernando Ramos| fernando.ramos@ua.pt



COMPARISON 1: Heer, Shneiderman (2012) - Taxonomy of Tools that Support the Fluent and Flexible
              Use of Visualizations


                            PROCESS & PROVENANCE                                     VIEW MANIPULATION                           DATA & VIEW SPECIFICATION

             Record         Annotate        Share views     Guide      Select       Navigate to    Coordinate   Organize    Visualize   Filter     Sort     Derive
             analysis       patterns to     and             users      items to     examine        views for    multiple    data by     out data   items to
             histories      document        annotations     through    highlight,   high-level     linked,      windows     choosing    to focus   expose
             for            findings        to enable       analysis   filter, or   patterns       multi-       and         visual      on         patterns
             revisitation                   collaboration   tasks or   manipulat    and low-       dimensiona   workspace   encodings   relevant
             , review                                       stories.   e them       level detail   l            s                       items
             and sharing
Tools

 U-Map                                                                                                                                  


University
Autonomy                                                                                                        
in Europe

   U-
Multirank                                                                                                                               




                                                                                                                                                             10
Comparison of Emerging IV Tools for Higher Education
                    Marta Pinto| martapinto@ua.pt      Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




COMPARISON 2: Gleicher, et al (2011) - VISUAL COMPARISON FOR INFORMATION VISUALIZATION

                                                                        Explicit
                                       Juxtaposition    Superposition   representation
                      Tools                                             of relations


                      U-Map                  

                      University
                      Autonomy in
                      Europe                 


                      U-Multirank *          




                                                                                                               11
Comparison of Emerging IV Tools for Higher Education
                                   Marta Pinto| martapinto@ua.pt      Rui Raposo| raposo@ua.pt    Fernando Ramos| fernando.ramos@ua.pt




COMPARISON 3: Behrens (2008) - VISUALIZATION METHODS

                           Tools                                       University                Interaction patterns most
                                                                                       U-
                                                              U-Map   autonomy in
                                                                                    Multirank
                                                                                                 common in use are
                   Visualzation Methods                                 Europe
                                                                                                 the selection of elements by
                 Discrete quantities (Simple Bar Charts,                                         interacting with the checkboxes
Display Patterns Multiset Bar Charts and Stacked Bar                                 
                 Charts).
                                                                                                 or dropdown menus of the
                                                                                                 interface.
                  Filtering (Layering, Active Objects,
                  Boundary Filters, Facet Browsing and                                
                  Dynamic Query).
   Behaviour      Arrangement (Selective Arrangement,
                                                                                                 U-Map and U-Multirank tools,
    Patterns      Sortable Columns, Custom Dimensions                                          allow the users to have behavior
                  and Isolated Comparisons).                                                     patterns such as filtering the
                  Exploration ("Details on Demand" and
                                                                                              information to access and
                  DataTips).
                                                                                                 arranging it facilitate
                  Boolean selection (usually done with
                  interface elements such as radio buttons,                           
                                                                                                 understanding and
   Interaction                                                                                   comparison tasks, and allowing
                  checkboxes, and dropdown menus)
Patterns include:
                  Spatial navigation (Drag and Drop and
                                                                                    no data     for a deeper exploration of
                  SelectionMasks).
                                                                                                 data and information by giving
                                                                                                 details on demand as well as
                                                                                                 data tips.

                                                                                                                               12
Comparison of Emerging IV Tools for Higher Education
                        Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt



DISCUSSION & CONCLUSIONS
  All tools have adopted the visual presentation of data in a sunburst layout, and only offer one
type of visualization method, what makes this set of tools limited in what it concerns the
exploration of visual displays and interface interactions design.




   Each sunburst line represents a unique indicator, made up by its length, or a multitude of squares.
  In University Autonomy in Europe the more squares are filled, the more autonomous the HE
  system.                                                                                                       13
Comparison of Emerging IV Tools for Higher Education
     Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




                                                    Comparison by having visual
                                                    representation of 2 or more
                                                    instituions, according to specific
                                                    variables of interest to the user.




                                                     University Autonomy tool,
                                                     comparison is not allowed by
                                                     putting the sunburst graphs side by
                                                     side, visualization is not dynamic.




                                                                                             14
Comparison of Emerging IV Tools for Higher Education
                   Marta Pinto| martapinto@ua.pt   Rui Raposo| raposo@ua.pt   Fernando Ramos| fernando.ramos@ua.pt




U-Multirank enables the creation of the user-selected groups of sufficiently comparable
institutions.

This two-step approach is completely new in international and national rankings.


3 set of tools are very similar in the visualization , and have non hierarchical data presentation.

2 set of tools are very similar in the interactions provided.


In such a strong social web context, it is noted that none of the IV tools allow the user to
collaborate, annotate or share visualizations.


There would be advantages to allow the user to save the result of his interaction patterns, and
to be able to export the visualization, or share it with others on the social web.



                                                                                                           15
Information Visualization Application | 13 July 2012




                                                          THANK YOU!


                                  COMPARISON OF EMERGING IV TOOLS FOR
                   Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt HIGHER EDUCATION
                                                                           Fernando Ramos| fernando.ramos@ua.pt




This research is financed by FEDER grants under Programa Operacional Factores de Competitividade – COMPETE and by National Funds16
under FCT – Fundação para a Ciência e Tecnologia PTDC/CPECED/113368/2009COMPETE:FCOMP-01-0124-FEDER-014394

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IV2012_TRACERpresentation_PhDwork

  • 1. Information Visualization Application | 13 July 2012 COMPARISON OF EMERGING INFORMATION VISUALIZATION TOOLS FOR HIGHER EDUCATION Marta Pinto | Rui Raposo | Fernando Ramos Montpellier, France 1
  • 2. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt Information Visualization (IV) is being used in many fields, including Education. In a society driven by knowledge economy, information is relevant for all the stakeholders of any field, and Higher Education is one the many fields which are gradually grasping the advantage of the adoption of IV solutions in activities linked to:. • Decision making • Sharing data and information of interest to institutions, decision makers at a political or financial level, and to a wide range of public [Anderson,2008; Powell, 2004]. • Accessing and manipulating massive data-sets, to benefit research, help to visualize more complex systems and strengthen international communication and collaboration in research [OECD, 2012]. 2
  • 3. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt The evolution of IV is enabling its massive use worldwide by recognized governmental and non- governmental organizations, institutions, services, entities, which have realized the power of this type of communication and understanding of data and information on a large scale. 3
  • 4. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt Over the last few years IV has also gone beyond its focus on individual singled out objects with their own sets of variables, to increasing the number of tasks of comparison of complex data. Complex networks represented in IV [Lima, 2011]: 4
  • 5. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt Interest in researching IV for HIGHER EDUCATION? • Benchmarking exercises. Diversity • Classifying and European ranking HEI study Higher transparent, programs. Education details about • Creating quality Area profiles. institutions • Comparable information. https://www.facebook.com/ProjetoTracer 5
  • 6. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt HIGHER EDUCATION: the vast majority of data and deriving information is not available from open databases, this means that it will need to be collected directly from institutions, a time consuming task for whomever collects data and for institutions who may be see it as a burden [van Vught, 2012]. Open and public use Use for DATASETS research and knowledg e transfer Data regarding HE is valuable to decision makers, and its visibility on the web may give institutions prestige, helping them attract students, scholars and financial investment [Ortega, et al, 2008; Butler, 2012]. 6
  • 7. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt METHODOLOGY | TOOL SELECTION Search results in 4 IV tools for European Higher Education, with data regarding the Higher Education Intitutions, propose to map diversity of HE and characterize HEI according to their autonomy, mobility, ranking and classification. 1*. U-MAP TOOL: a classification tool of European HE intitutions, with a description of the profiles through 6 comparable dimensions. Decision makers, general public. (ongoing, demo stage, final report) 7
  • 8. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt 2*. U-MULTIRANK TOOL: derives from U-map. A global multi-ranking tool, aiming to allow users to select HEIs performance indicators according to their own preferences and priorities, and define the institutional profile of their interest. Decision makers, general public. (ongoing, final report) 3*. UNIVERSITY AUTONOMY IN EUROPE TOOL: lets the user compare 28 HE systems regarding their academic, organizational, financial and staffing autonomy. Decision makers. (finalized) 4. MAUNIMO TOOL: aiming to draw attention to various forms and types of academic mobility. (ongoing) 8
  • 9. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt METHODOLOGY | COMPARISON of TOOLS Focusing on the design and interaction patterns of the tools, sustained on the 3 tools compared work of the three authors, we propose 3 tables to establish a comparison: Heer and Shneiderman (2012) : taxonomy of tools that support the fluent and flexible use of visualizations. Gleicher, et al. (2008): visual comparison for IV, by. Both the work of these authors focus in a more broad analysis of IV and its design. Behrens (2008): comparison at a deeper level of the patterns in the IV tools, according to the compiling of visualization methods. * U-Multirank tool is not active online, analysis according to the information in the final report. * U-Map tool , analysis according to the online available demonstration mode and final report. 9
  • 10. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt COMPARISON 1: Heer, Shneiderman (2012) - Taxonomy of Tools that Support the Fluent and Flexible Use of Visualizations PROCESS & PROVENANCE VIEW MANIPULATION DATA & VIEW SPECIFICATION Record Annotate Share views Guide Select Navigate to Coordinate Organize Visualize Filter Sort Derive analysis patterns to and users items to examine views for multiple data by out data items to histories document annotations through highlight, high-level linked, windows choosing to focus expose for findings to enable analysis filter, or patterns multi- and visual on patterns revisitation collaboration tasks or manipulat and low- dimensiona workspace encodings relevant , review stories. e them level detail l s items and sharing Tools U-Map     University Autonomy     in Europe U- Multirank     10
  • 11. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt COMPARISON 2: Gleicher, et al (2011) - VISUAL COMPARISON FOR INFORMATION VISUALIZATION Explicit Juxtaposition Superposition representation Tools of relations U-Map  University Autonomy in Europe  U-Multirank *  11
  • 12. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt COMPARISON 3: Behrens (2008) - VISUALIZATION METHODS Tools University Interaction patterns most U- U-Map autonomy in Multirank common in use are Visualzation Methods Europe the selection of elements by Discrete quantities (Simple Bar Charts, interacting with the checkboxes Display Patterns Multiset Bar Charts and Stacked Bar    Charts). or dropdown menus of the interface. Filtering (Layering, Active Objects, Boundary Filters, Facet Browsing and   Dynamic Query). Behaviour Arrangement (Selective Arrangement, U-Map and U-Multirank tools, Patterns Sortable Columns, Custom Dimensions   allow the users to have behavior and Isolated Comparisons). patterns such as filtering the Exploration ("Details on Demand" and    information to access and DataTips). arranging it facilitate Boolean selection (usually done with interface elements such as radio buttons,   understanding and Interaction comparison tasks, and allowing checkboxes, and dropdown menus) Patterns include: Spatial navigation (Drag and Drop and  no data for a deeper exploration of SelectionMasks). data and information by giving details on demand as well as data tips. 12
  • 13. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt DISCUSSION & CONCLUSIONS All tools have adopted the visual presentation of data in a sunburst layout, and only offer one type of visualization method, what makes this set of tools limited in what it concerns the exploration of visual displays and interface interactions design. Each sunburst line represents a unique indicator, made up by its length, or a multitude of squares. In University Autonomy in Europe the more squares are filled, the more autonomous the HE system. 13
  • 14. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt Comparison by having visual representation of 2 or more instituions, according to specific variables of interest to the user. University Autonomy tool, comparison is not allowed by putting the sunburst graphs side by side, visualization is not dynamic. 14
  • 15. Comparison of Emerging IV Tools for Higher Education Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt Fernando Ramos| fernando.ramos@ua.pt U-Multirank enables the creation of the user-selected groups of sufficiently comparable institutions. This two-step approach is completely new in international and national rankings. 3 set of tools are very similar in the visualization , and have non hierarchical data presentation. 2 set of tools are very similar in the interactions provided. In such a strong social web context, it is noted that none of the IV tools allow the user to collaborate, annotate or share visualizations. There would be advantages to allow the user to save the result of his interaction patterns, and to be able to export the visualization, or share it with others on the social web. 15
  • 16. Information Visualization Application | 13 July 2012 THANK YOU! COMPARISON OF EMERGING IV TOOLS FOR Marta Pinto| martapinto@ua.pt Rui Raposo| raposo@ua.pt HIGHER EDUCATION Fernando Ramos| fernando.ramos@ua.pt This research is financed by FEDER grants under Programa Operacional Factores de Competitividade – COMPETE and by National Funds16 under FCT – Fundação para a Ciência e Tecnologia PTDC/CPECED/113368/2009COMPETE:FCOMP-01-0124-FEDER-014394