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Trends Discovery
  in Distance Education
    with Visualization


Muhammed Salman Khan, Martin Ebner, Hermann Maurer
http://www.martinebner.at
                        http://mlearning.tumblr.com




http://mebner.jaiku.com



              http://elearningblog.tugraz.at
 http://twitter.com/mebner




                          http://tugll.tugraz.at

                              LaBomba Aida - Second Life
Technology enhanced Learning




http://flickr.com/photos/powerbooktrance/289992273//
uLearning




http://www.flickr.com/photos/sovietuk/141381675
„In any academic discipline the research
publication represent the knowledge structure of
   that discipline. This represents the research
    trends, landmark papers, key researchers,
 network of collaborations and contributions from
         different institutions and regions.“
Research:



  „We like to demonstrate and compare the change
     of interest in publications, contributions and
   research across different regions and institutions
  over a period of time for ED-Media conference.“
Data Extraction:


       - parsing the HTML pages from 2003 - 2008
       - country information compared with
         GeoByte database
       - for name‘s of insitutions string match
         algorithm called n-grams were used
       - 99 unique keywords were compared
Data Extraction:



       - 4607 papers were examined
       - 8186 authors
       - 2911 institutions



              in detail: 2003=779; 2004=921; 2005=810;
                 2006=501; 2007=697; 2008=899 papers
Visualisation tool:



         - Web application will be made available
           for researchers, lecturers and students
         - using Adobe Flex (for flash animation),
           Java Servlets, MySql
Main Interface:
World View (in general):


    2003 + 2004                      2003 + ... +
                                        2006




                      2003 + ... +
                         2008
World View (contributions):




    2003 + 2004
                                        2007 + 2008

                          2005 + 2006
World View:
top keywords




  2003 + 2004   2003 + ... +   2003 + ... +
                   2006           2008
World View (top keywords):

                                                   Students


                                                    Educational
                                                    Technology

                                                       Teachers



                                                        Learning
                                                        Objects

                                                       Instructional
                                                          Design

                                                        Interaction

                             Computers   Schools      Virtual
                                                   Environment
                                                   and Learning
                                                   Management
                                                     System
World View (top contributors):   2003 + ... +
                                    2008




                                  2003 + ... +
                                     2008
Continents view :

                                                                              Europe: 831 papers
      Europe: 493
      papers




                         Asia: 265 papers
                                                                                                   Asia: 565 papers

   Oceania: 169 papers
                                                                         Oceania: 276 papers




                                                   Europe: 1365 papers




                                            Asia: 936 papers



                                  Oceania: 406 papers
Continents view :



                     North
                    America

                         Europe



                          Asia


                         Oceania


                           South
                          America

                              Africa
Countries view :


   Japan: 104 papers

                                                                                 Japan: 200
                                                                                 papers
              Australia: 136                                                                         Canada: 227 papers
              papers

                                                                                              Australia: 220 papers
            Canada: 87
            papers                                                                   Taiwan: 188 papers




                                     Japan: 344 papers



                                                              Canada: 366 papers

                                                         Australia: 333 papers

                               Taiwan: 287 papers
Countries view :




                                       United
                                       States

                                         Japan


                                                Canada


                                                  United
                                                 Kingdom

                                                Australia


                             Austria      Taiwan
                   Germany
Institutions view of USA:

  University of Texas at
  Austin: 10 papers



                                                                                          University of Hawaii at Manoa: 18
                           University of Georgia: 19                                      papers
                           papers
  University of Hawaii                                    University of Texas at
  at Manoa: 15 papers                                     Austin: 16 papers




                              University of Texas at
                              Austin: 6 papers



                                University of Hawaii at
                                Manoa: 21 papers

                                                                 University of Georgia:
                                                                 27 papers
Discussion


      - Data Extraction and analyses show the
        global trends as well as top contributing
        nations

      - Problem of institutions ambiguity

      - Next steps are „appearing keywords“
SOCIAL LEARNING

Computer and Information Services
  Graz University of Technology

            Graz University of Technology




           Martin Ebner
    http://elearning.tugraz.at
  http://elearningblog.tugraz.at

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Trends Discovery in Distance Education with Visualization

  • 1. Trends Discovery in Distance Education with Visualization Muhammed Salman Khan, Martin Ebner, Hermann Maurer
  • 2.
  • 3.
  • 4. http://www.martinebner.at http://mlearning.tumblr.com http://mebner.jaiku.com http://elearningblog.tugraz.at http://twitter.com/mebner http://tugll.tugraz.at LaBomba Aida - Second Life
  • 7. „In any academic discipline the research publication represent the knowledge structure of that discipline. This represents the research trends, landmark papers, key researchers, network of collaborations and contributions from different institutions and regions.“
  • 8. Research: „We like to demonstrate and compare the change of interest in publications, contributions and research across different regions and institutions over a period of time for ED-Media conference.“
  • 9. Data Extraction: - parsing the HTML pages from 2003 - 2008 - country information compared with GeoByte database - for name‘s of insitutions string match algorithm called n-grams were used - 99 unique keywords were compared
  • 10. Data Extraction: - 4607 papers were examined - 8186 authors - 2911 institutions in detail: 2003=779; 2004=921; 2005=810; 2006=501; 2007=697; 2008=899 papers
  • 11. Visualisation tool: - Web application will be made available for researchers, lecturers and students - using Adobe Flex (for flash animation), Java Servlets, MySql
  • 13. World View (in general): 2003 + 2004 2003 + ... + 2006 2003 + ... + 2008
  • 14. World View (contributions): 2003 + 2004 2007 + 2008 2005 + 2006
  • 15. World View: top keywords 2003 + 2004 2003 + ... + 2003 + ... + 2006 2008
  • 16. World View (top keywords): Students Educational Technology Teachers Learning Objects Instructional Design Interaction Computers Schools Virtual Environment and Learning Management System
  • 17. World View (top contributors): 2003 + ... + 2008 2003 + ... + 2008
  • 18. Continents view : Europe: 831 papers Europe: 493 papers Asia: 265 papers Asia: 565 papers Oceania: 169 papers Oceania: 276 papers Europe: 1365 papers Asia: 936 papers Oceania: 406 papers
  • 19. Continents view : North America Europe Asia Oceania South America Africa
  • 20. Countries view : Japan: 104 papers Japan: 200 papers Australia: 136 Canada: 227 papers papers Australia: 220 papers Canada: 87 papers Taiwan: 188 papers Japan: 344 papers Canada: 366 papers Australia: 333 papers Taiwan: 287 papers
  • 21. Countries view : United States Japan Canada United Kingdom Australia Austria Taiwan Germany
  • 22. Institutions view of USA: University of Texas at Austin: 10 papers University of Hawaii at Manoa: 18 University of Georgia: 19 papers papers University of Hawaii University of Texas at at Manoa: 15 papers Austin: 16 papers University of Texas at Austin: 6 papers University of Hawaii at Manoa: 21 papers University of Georgia: 27 papers
  • 23. Discussion - Data Extraction and analyses show the global trends as well as top contributing nations - Problem of institutions ambiguity - Next steps are „appearing keywords“
  • 24. SOCIAL LEARNING Computer and Information Services Graz University of Technology Graz University of Technology Martin Ebner http://elearning.tugraz.at http://elearningblog.tugraz.at