Awareness Support for
       Knowledge Workers in
        Research Networks
                       Wolfgang Reinhardt
                      University of Paderborn

11.10.11 - Learning Networks Plenary Meeting - Open University of the Netherlands
wolfgang reinhardt
         university of paderborn
wolfgang reinhardt
            university of paderborn




facts and figures
29

     wolfgang reinhardt
              university of paderborn
29.98 years

              wolfgang reinhardt
                       university of paderborn
29.98 years

              wolfgang reinhardt
                       university of paderborn



1
29.98 years

                wolfgang reinhardt
                         university of paderborn



1 son
    99 days until #2
73
29.98 years

                wolfgang reinhardt
                         university of paderborn



1 son
    99 days until #2
73 days until submission
29.98 years

                wolfgang reinhardt
                         university of paderborn



1 son
    99 days until #2
73 days until submission
29.98 years
            265
                wolfgang reinhardt
                         university of paderborn



1 son
    99 days until #2
73 days until submission
29.98 years
            265km
                wolfgang reinhardt
                         university of paderborn



1 son
    99 days until #2
73 days until submission
29.98 years
            265km
                wolfgang reinhardt
                         university of paderborn


                    15.000
1 son
    99 days until #2
73 days until submission
29.98 years
            265km
                wolfgang reinhardt
                        university of paderborn


                    15.000 students
1 son
    99 days until #2
73 days until submission
29.98 years            2007
            265km
                wolfgang reinhardt
                        university of paderborn


                    15.000 students
1 son
    99 days until #2
73 days until submission
29.98 years             2007
            265km
                      2009
            wolfgang reinhardt
                       university of paderborn


                15.000 students
 1 son
    99 days until #2
73 days until submission
29.98 years            2007
            265km           2010
                     2009
                wolfgang reinhardt
                        university of paderborn


                    15.000 students
1 son
    99 days until #2
73 days until submission
29.98 years            2007
            265km           2010
                     2009
                       wolfgang reinhardt          university of paderborn


                           15.000 students
1 son
        99 days until #2
                 www.isitjustme.de        www.ginkgosem.com
  @wollepb                           @wollepb                           @wolfgang.reinhardt
  @wollepb                           @wollepb                           @wolfgang.reinhardt
  @wollepb                           @wollepb                           @wollepb
73 days until submission
29.98 years                 2007
         .1 2   265km              2010
  5 .0 4                  2009
0               wolfgang reinhardt                 university of paderborn


                    15.000 students
 1 son
        99 days until #2
                 www.isitjustme.de        www.ginkgosem.com
  @wollepb                           @wollepb                           @wolfgang.reinhardt
  @wollepb                           @wollepb                           @wolfgang.reinhardt
  @wollepb                           @wollepb                           @wollepb
The only way to do great
work is to love what you do.
Awareness support for
Knowledge Workers in
 Research Networks?

          18
Awareness support for
Knowledge Workers in
 Research Networks?

          19
Awareness support for
Knowledge Workers in
 Research Networks?

          20
Awareness support for
Knowledge Workers in
 Research Networks?

          21
knowledge work
             carried out by


knowledge workers

   researchers
        22
knowledge work
             carried out by


knowledge workers
             role model of

   researchers
        23
PhD timeline


     24
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                                                                                                                                                                                                                                                           EC-TEL

                                                                                                               AWESOME

                            ac#vity    mo#ve

                                                             Awareness
                                                             Interviews
                            ac#on       goal




                           opera#on   condi#on




                                                 Knowledge Worker
                                                    Roles Study

                      Scholarly practice
                     as knowledge work
theoretical
              2009                    2010                                                                                                                                                                                                                 2011      05.04.12

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                                                                                                                                                                                                                                                                             social media
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                                                                                                                                                                                                                                                           EC-TEL

                                                                                                                                                                                                                                                                               research
                                                                                                               AWESOME                                                                                                                                                          paper

                            ac#vity    mo#ve

                                                             Awareness
                                                             Interviews
                            ac#on       goal




                           opera#on   condi#on




                                                 Knowledge Worker
                                                    Roles Study

                      Scholarly practice
                     as knowledge work                        social media
theoretical
              2009                    2010                                                                                                                                                                                                                 2011      05.04.12

                                                       25
methodological framework

•   empiricism across all my work

    •   quantitative (online) questionnaires

    •   qualitative interviews

    •   user tests

    •   explorative studies


                                               26
Knowledge Worker
 Roles and Actions
W. Reinhardt, B. Schmidt, P. Sloep, and H. Drachsler. Knowledge worker roles
    and actions – results of two empirical studies. Knowledge and Process
                     Management, 18(3):150–174, 2011.



                                    27
knowledge worker roles & actions

•   online questionnaire (N = 43)

    •   validation of existence of 10 knowledge worker
        roles

    •   dedicated knowledge actions carried out in
        each role



                                                         28
knowledge worker roles & actions
           Roles                             Actions
 Helper        Retriever      Acquisition              Analyze
 Learner           Sharer      Authoring          Co-Authoring
 Linker            Solver    Dissemination        Expert Search
Networker          Tracker     Feedback         Info. organization
Controller     Organizer      Info. search             Learning
                              Monitoring           Networking
                             Service search

                                                                     29
learner


                   People who use information and practices to improve personal
    Definition
                   skills and competence.


    Expected      Acquisition, analyze, expert search, information search, learning,
knowledge actions service search




                                         30
learner




          31
Awareness Interviews

       Manuscript in preparation




                  32
awareness interviews                          still analyzing




•   international interview series (N = 42)

•   English / German interviews

•   average length 51 minutes

•   670 pages transcript

•   qualitative content analysis (Mayring)

•   too many research questions


                                                                33
awareness definition
 • forms          • levels
  • activity        • technological
  • cultural        • relationship
  • social          • content
  • workplace       • personal
  • location        • contextual
  • knowledge
                                      34
awareness issues                                still analyzing




 1. collaboratively producing texts
 2. selecting publication venues
 3. staying up-to-date about relevant objects
 4. finding experts on a topic
 5. explore relations between objects in their RN
 6. information overload / filter failure
 7. what is happening to my scholarly output?
                                                                  35
Awareness Dashboard
for Research Networks
  W. Reinhardt, C. Mletzko, H. Drachsler, and P. Sloep. AWESOME: A widget-
 based dashboard for awareness-support in Research Networks. In Proceedings
         of the 2nd PLE Conference, pp. 1–15, Southampton, UK, 2011.

   Publication in Journal of Interactive Learning Environments under review


                                     36
awesome   N = 12




                   37
awesome evaluation
•   tailored dashboard performs significantly better on
    1. user-friendliness
    2. awareness support
    3. technology support
    4. time consumption
    5. dif ficulty
    6. ef fectiveness
                                                         38
Analysis of Conference
        Articles
 W. Reinhardt, C. Meier, H. Drachsler, and P. Sloep. Analyzing 5 years of EC-TEL
       proceedings. In C. D. Kloos, D. Gillet, R. M. C. Garcìa, F. Wild, and
 M. Wolpers, (eds.), Towards Ubiquitous Learning. Proceedings of the 6th European
    conference on Technology Enhanced Learning, pp. 531–536. Springer Berlin /
                                Heidelberg, 2011.

    Publication in IEEE Transactions on Learning Technologies under review
                                       39
conference publication awareness                                                                   
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                                                                                                                                                                                                                                                                                             
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           

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                                                                                                                                                                                                                                                                                                                                                                                                                                                  

                                                             
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
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                                                                                                                                                                                                                                              
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
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                                                                                                                                                                                                                                                                                                                               
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
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                 
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                                                                                                                                                                           
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
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     
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                                                                                                                                                                                                                                                                                                                              
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
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                                                                                                                                                                                                                                                                                                                                                                                                                  
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 

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                                                                                                                                                                                                                                                                                                                                                                                                                

                                                                                                                                                                                                                                                                                                   

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                                                                                                                                                                                                                                                                                                                                                                             
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                                                                                                                                                                                                                                                    
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
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                                                                                                                                                                                                                                                                                                                                                                                        
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                                              
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            




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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
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                                                                                                                                                                                                                                                                                                                     
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
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conference publication awareness                                                               
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                                                               
                                                                         

                                                                    
                                                                                     
                                                        
                                                                     

                                  
                                                                                                                                                             
                                                                                       
                                                                                                                  
                                         
                             
                    
                                             
        
                                                                                                                                                                   
                                                                                                                                                             


                                             
                                       
                      
                   
                                                      
                                                           
                                                                     
           
                           

                                   
                                     
                                        
                                                                                
                                                                                               



                                                                                     
                                                                                                               




                                 

                                                                         
                                                                        
                                                                                                  
                                                                        
                                                                                

                                                
                                                           


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                                         43
awareness support in
scientific events with NFC
     W. Reinhardt, T. Messerschmidt, and T. Nelkner. Awareness Support in
  Scientific Events with SETapp. In Proceedings of the 1st Workshop on Awareness
  and Reflection in Learning Networks (ARNets’11) at the EC-TEL 2011 conference,
                     2011. CEUR publication in preparation.


                                       44
near field communication


Mifare classic tags
   1024 bytes




                      usage
    QR code
46
a future scientific event
 management system
    W. Reinhardt, J. Maicher, H. Drachsler, and P. Sloep. Awareness Support in
        Scientific Event Management with ginkgo. In Proceedings of the 11th
  International Conference on Knowledge Management and Knowledge Technologies
            (i-Know’11), pp. 40:1–40:8, New York, NY, USA, 2011. ACM.


                                      47
48
If you are organizing workshops / conferences
                consider using

           http://ginkgosem.com




                     49
Researchers’ awareness
  can be supported...
Researchers’ awareness
       can be supported...
...using tailored techniques
Researchers’ awareness
       can be supported...
...using tailored techniques
                       ...using integrated tools
Researchers’ awareness
       can be supported...
...using tailored techniques
                        ...using integrated tools
...considering their roles and actions
Researchers’ awareness
       can be supported...
...using tailored techniques
                        ...using integrated tools
...considering their roles and actions
         ...providing multiple representations
Researchers’ awareness
       can be supported...
...using tailored techniques
                        ...using integrated tools
...considering their roles and actions
         ...providing multiple representations
         ...being clear about what they
               should be aware of
Being the richest man in the
 cemetery doesn't matter to me...
Going to bed at night saying we've
done something wonderful... that's
       what matters to me.
wolfgang reinhardt  university of paderborn



                                                social media               sna
twitter        recommendations
                                                 awareness
research networks
                                                  bibliometrics
  artefact-actor-networks
                                                                     ginkgo
                            research 2.0
                 www.isitjustme.de        www.ginkgosem.com
  @wollepb                           @wollepb                  @wolfgang.reinhardt
  @wollepb                           @wollepb                  @wolfgang.reinhardt
  @wollepb                           @wollepb                  @wollepb

Awareness Support for Knowledge Workers in Research Networks - Learning Networks Plenary Meeting

  • 1.
    Awareness Support for Knowledge Workers in Research Networks Wolfgang Reinhardt University of Paderborn 11.10.11 - Learning Networks Plenary Meeting - Open University of the Netherlands
  • 2.
    wolfgang reinhardt university of paderborn
  • 3.
    wolfgang reinhardt university of paderborn facts and figures
  • 4.
    29 wolfgang reinhardt university of paderborn
  • 5.
    29.98 years wolfgang reinhardt university of paderborn
  • 6.
    29.98 years wolfgang reinhardt university of paderborn 1
  • 7.
    29.98 years wolfgang reinhardt university of paderborn 1 son 99 days until #2
  • 8.
    73 29.98 years wolfgang reinhardt university of paderborn 1 son 99 days until #2
  • 9.
    73 days untilsubmission 29.98 years wolfgang reinhardt university of paderborn 1 son 99 days until #2
  • 10.
    73 days untilsubmission 29.98 years 265 wolfgang reinhardt university of paderborn 1 son 99 days until #2
  • 11.
    73 days untilsubmission 29.98 years 265km wolfgang reinhardt university of paderborn 1 son 99 days until #2
  • 12.
    73 days untilsubmission 29.98 years 265km wolfgang reinhardt university of paderborn 15.000 1 son 99 days until #2
  • 13.
    73 days untilsubmission 29.98 years 265km wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2
  • 14.
    73 days untilsubmission 29.98 years 2007 265km wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2
  • 15.
    73 days untilsubmission 29.98 years 2007 265km 2009 wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2
  • 16.
    73 days untilsubmission 29.98 years 2007 265km 2010 2009 wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2
  • 17.
    73 days untilsubmission 29.98 years 2007 265km 2010 2009 wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2 www.isitjustme.de www.ginkgosem.com @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wollepb
  • 18.
    73 days untilsubmission 29.98 years 2007 .1 2 265km 2010 5 .0 4 2009 0 wolfgang reinhardt university of paderborn 15.000 students 1 son 99 days until #2 www.isitjustme.de www.ginkgosem.com @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wollepb
  • 19.
    The only wayto do great work is to love what you do.
  • 20.
    Awareness support for KnowledgeWorkers in Research Networks? 18
  • 21.
    Awareness support for KnowledgeWorkers in Research Networks? 19
  • 22.
    Awareness support for KnowledgeWorkers in Research Networks? 20
  • 23.
    Awareness support for KnowledgeWorkers in Research Networks? 21
  • 24.
    knowledge work carried out by knowledge workers researchers 22
  • 25.
    knowledge work carried out by knowledge workers role model of researchers 23
  • 26.
  • 27.
    practical                                              ginkgo                             EC-TEL AWESOME ac#vity mo#ve Awareness Interviews ac#on goal opera#on condi#on Knowledge Worker Roles Study Scholarly practice as knowledge work theoretical 2009 2010 2011 05.04.12 25
  • 28.
    practical                                              ginkgo                          social media    EC-TEL research AWESOME paper ac#vity mo#ve Awareness Interviews ac#on goal opera#on condi#on Knowledge Worker Roles Study Scholarly practice as knowledge work social media theoretical 2009 2010 2011 05.04.12 25
  • 29.
    methodological framework • empiricism across all my work • quantitative (online) questionnaires • qualitative interviews • user tests • explorative studies 26
  • 30.
    Knowledge Worker Rolesand Actions W. Reinhardt, B. Schmidt, P. Sloep, and H. Drachsler. Knowledge worker roles and actions – results of two empirical studies. Knowledge and Process Management, 18(3):150–174, 2011. 27
  • 31.
    knowledge worker roles& actions • online questionnaire (N = 43) • validation of existence of 10 knowledge worker roles • dedicated knowledge actions carried out in each role 28
  • 32.
    knowledge worker roles& actions Roles Actions Helper Retriever Acquisition Analyze Learner Sharer Authoring Co-Authoring Linker Solver Dissemination Expert Search Networker Tracker Feedback Info. organization Controller Organizer Info. search Learning Monitoring Networking Service search 29
  • 33.
    learner People who use information and practices to improve personal Definition skills and competence. Expected Acquisition, analyze, expert search, information search, learning, knowledge actions service search 30
  • 34.
  • 35.
    Awareness Interviews Manuscript in preparation 32
  • 36.
    awareness interviews still analyzing • international interview series (N = 42) • English / German interviews • average length 51 minutes • 670 pages transcript • qualitative content analysis (Mayring) • too many research questions 33
  • 37.
    awareness definition •forms • levels • activity • technological • cultural • relationship • social • content • workplace • personal • location • contextual • knowledge 34
  • 38.
    awareness issues still analyzing 1. collaboratively producing texts 2. selecting publication venues 3. staying up-to-date about relevant objects 4. finding experts on a topic 5. explore relations between objects in their RN 6. information overload / filter failure 7. what is happening to my scholarly output? 35
  • 39.
    Awareness Dashboard for ResearchNetworks W. Reinhardt, C. Mletzko, H. Drachsler, and P. Sloep. AWESOME: A widget- based dashboard for awareness-support in Research Networks. In Proceedings of the 2nd PLE Conference, pp. 1–15, Southampton, UK, 2011. Publication in Journal of Interactive Learning Environments under review 36
  • 40.
    awesome N = 12 37
  • 41.
    awesome evaluation • tailored dashboard performs significantly better on 1. user-friendliness 2. awareness support 3. technology support 4. time consumption 5. dif ficulty 6. ef fectiveness 38
  • 42.
    Analysis of Conference Articles W. Reinhardt, C. Meier, H. Drachsler, and P. Sloep. Analyzing 5 years of EC-TEL proceedings. In C. D. Kloos, D. Gillet, R. M. C. Garcìa, F. Wild, and M. Wolpers, (eds.), Towards Ubiquitous Learning. Proceedings of the 6th European conference on Technology Enhanced Learning, pp. 531–536. Springer Berlin / Heidelberg, 2011. Publication in IEEE Transactions on Learning Technologies under review 39
  • 43.
    conference publication awareness                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
  • 44.
    conference publication awareness                                                                         
  • 45.
    reso n nin u rces ing pr go eso , man bje conference publication awareness age g, r c men t, s se t sys o em cess, tem rnin ar , an lear ch tic n ing o lea , re ,m bjec so user, t, se eta ive urc m antic ar Vlad Posea nd es da , res rat Adeline Leblanc ta , ourc lea ,s ta, agement, utiliz in o es, l rni ation, web serv lts llab forma earn Ignacio Aedo ar ice, learning re ing su ng sources, lifecycl ch re Diego Chaparro pro e information, a proce , co , ite rchitecture, sm on ce ss, u Karen Stepanyan ser,aller learning resou ati Christoph Rensing Steinmetz ss tion, s ctu tem ,u Daniel Weiss infor rces, show, eva lu Ralf luation, web re va Miguel Arrebola se re ftw mat sources, results e r, i sys ion, ,r , so syst , semantic, req r, nfo ne y es rce s ems r uirements, docu stems rm me ent , lea lea ult sou ati g re rner l, on s, Greg Corness s, ev em rnin too ,s Constantinos Makropoulos gr alua Luis A Casillas e, ea ys , lear , sem tion, ain nag nt l fil ou tem antic a va resu ro ,m p, nnota ion ele lts, s p s, ma tand ion, s, r tion, t uss Dragan Gasevic lea p ools, s n e ap urc artd isc rne ers, e olution a dev n, d so Niels Pinkwart ing er rs, s, des , re rm iatio n, slc ctio ign pa fo ,s g ev es, learnin arn rnin , in e a tterns Paolo Bolettieri g object, se enario oc lea lua , colla er v repositorie is, borati , le , qu e aluati s ial tiv tio s, contex ,u ys ou Son Do-Lenh ve lea estio nal a t-aware le bor res n, ,m rning g nna ces arning, se a res nin olla ire, ing gy, suppo Jelena Jovanovic mantic, s c ar n od ult rt, sof ear group, t m, olo o emantic a our tware e s, e, l te el min n, res el, nnotation sta sys r , learn , tools, so tiv ter twa t ing re res sourc demen lutions, d vis n a l es,rdea esign patt ra s ld sof nag bo im ort, ua erns, coll ults, on, derning ma ing ma lla aboriative le upp l, d o Vincent Barre cat s via nagem ng ,c arning su Celine Quenu-Joiron pport, soft rning i arn arn cifi ent sy es tio igi spe Zoran Jeremic w , le stem, sta lea are, learning re n, rc tal , le s collab rce ou s ld tive sc sou en orativ sources, es m ndard a learning m Lisa Petrides me bor e lear are , r ion, i g re ari ning, t t o, lla dia in , co environm r e sou arn enca ftw ent, evalu qu rces, c i tud if rns le releva , le ation, res re, es spe atte de , so Christian Glahn ults, stan wa tio nt lea Vanda Luengo xt, s ns, np ar t Marek Hatala dard, lea sof nn g itinte viatio o esi rning pro nin cess, too port, air ort Alexander Karapidis ond o s, d e, pls, learn c gp tion upp ,c g u gro gs ing resou rnin s ld rnin olu n, sc rces, sys up Rob KoperMartin Wolpers ro s lea , im a ls, Valerie Emin tems, lea gs , to ce t al s, le too Pearce tive rning con o l, y, e ces on, Darren text, self ss rnin a bor enari re s tati -regulate tud es la d learnin col ro o ea es ann g, pedag lea ,p gp , rc cas rns Marcus Specht Poulovassilis ogical, in tic dividual,h, le Peter Nagy o, qu tion atte rts, nin re an tive p et al, stu ar sem se xpe gn a rn d e esi ic, ing nt, performan s, e , le nta ionnaire, g ant ora d es s, ce, est ion Pierre Tchounikine go Alexandra m on c Kai Riege luti ns ur , se a l, llab ime ing o s, s so se g, d arn , le ool e gr lf -r e le , co nin ,t eg ar tion lea r nin ar ula ar ext-aw nin ota rns ed nn te d Oliver Scheuer Petra aliz Oberhuemer , le ont a gp inges, c atte idu le v ndi ro Alberto Bugarin rou rn ri Hans-Christian Schmitz s, i leasito ce np ool epo p, too , rd ss n, t clitze Ralf Klamma sig ,d atio e Eirini Geraniou Benedicte Talon bjna ent o , de im in g rso res l, rese arn e en r, p , le ls, p ons Jon Ander Elorriaga sio rne s gie too lea ol o ns luti Christine Ferraris gn, hn t, arch , to tec en , so b nm we ols iro , lear tic ols n nv , ma so , se ge , to cia ork nin ning g ew tion ar ln m le etw
  • 46.
    interactive browser demo if you like 43
  • 47.
    awareness support in scientificevents with NFC W. Reinhardt, T. Messerschmidt, and T. Nelkner. Awareness Support in Scientific Events with SETapp. In Proceedings of the 1st Workshop on Awareness and Reflection in Learning Networks (ARNets’11) at the EC-TEL 2011 conference, 2011. CEUR publication in preparation. 44
  • 48.
    near field communication Mifareclassic tags 1024 bytes usage QR code
  • 49.
  • 50.
    a future scientificevent management system W. Reinhardt, J. Maicher, H. Drachsler, and P. Sloep. Awareness Support in Scientific Event Management with ginkgo. In Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies (i-Know’11), pp. 40:1–40:8, New York, NY, USA, 2011. ACM. 47
  • 51.
  • 52.
    If you areorganizing workshops / conferences consider using http://ginkgosem.com 49
  • 53.
    Researchers’ awareness can be supported...
  • 54.
    Researchers’ awareness can be supported... ...using tailored techniques
  • 55.
    Researchers’ awareness can be supported... ...using tailored techniques ...using integrated tools
  • 56.
    Researchers’ awareness can be supported... ...using tailored techniques ...using integrated tools ...considering their roles and actions
  • 57.
    Researchers’ awareness can be supported... ...using tailored techniques ...using integrated tools ...considering their roles and actions ...providing multiple representations
  • 58.
    Researchers’ awareness can be supported... ...using tailored techniques ...using integrated tools ...considering their roles and actions ...providing multiple representations ...being clear about what they should be aware of
  • 59.
    Being the richestman in the cemetery doesn't matter to me... Going to bed at night saying we've done something wonderful... that's what matters to me.
  • 60.
    wolfgang reinhardt university of paderborn social media sna twitter recommendations awareness research networks bibliometrics artefact-actor-networks ginkgo research 2.0 www.isitjustme.de www.ginkgosem.com @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wolfgang.reinhardt @wollepb @wollepb @wollepb