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Identification of Compentences in
Self-regulated Learning Processes

Ralf Klamma (RWTH Aachen University)
Professional Training Facts 2011
Stuttgart, Germany
October 18-19, 2011




                            © www.role-project.eu
ROLE Conceptualization of Self-Regulated Learning

• Navigating through the learning process with ROLE
• Getting support for self-regulated learning (SRL)
• Starting evaluation of PPIM in the testbeds and in the long-tail (ICALT)
                                                        learner input regarding
                                                         goals, preferences, …

                                                     learner profile information
                                                       is defined and revised
             evaluation and
                                                                                                              creating PLE
             self-evaluation
                                                                 plan
                       learner reflects and reacts                                    learner finds and selects
                      on strategies, achievements,                                       learning resources
                             and usefulness                reflect       learn
                                                                                                            recommendations
                feedback                                                                                   from peers or tutors
         (from different sources)
                                                      learner works on selected
                                                          learning resources

                                        assessment and               attaining skills using different
                                        self-assessment                 learning events (8LEM)
                                                                                                                          recommen-
        be aware of                                                                                       monitoring          dations


    learner should understand and                                                                   ROLE infrastructure should
    control own learning process                                                                    provide adaptive guidance


19.10.2011                                                                                                         © www.role-project.eu
Identification of Competences in a SRL Forum

• Urch Forums (formerly                                        User of clique
  TestMagic)                                                   Non-clique User in
   – Community on preparation for                              thread
     English language tests              Thread 1               Clique-user
                                                    Thread 2
   – 120,000+ threads, 800,000+                                 missing in thread
     posts, 100,000+ users over 10
     years                                                         Thread 3
   – Social Network Analysis,
     Machine Learning and Natural
     Language Processing
• What are the goals of learners?
   – Intent Analysis (Phases 1 & 2)
• What are their expressions?            Time
   – Sentiment Analysis (Phases 3 & 4)
• Refinement
   – Cliques are users who appear in
     several threads together
   – 12881 cliques with avg. size 5
     and avg. occurrence of 14

                                                               © www.role-project.eu
Learning Phases Can Be Observed

     Different users
                                                Phase 1 and 2 (low sentiment,
                                                questioner, lot of intents)
                                                Phase 3 (increasing sentiment,
                                                conversationalist)
                                1 week / step   Phase 4 (high sentiment,
                                                answering person)




               40% of „footprints“ of cliques align with model
                                for phases
                                                                     © www.role-project.eu
Competences of Self-Monitoring and Self-Assessment

   Meta-competence                                                                                Meta
                                                                                                competence
    – Higher order competence                                               Self- monitoring
    – Competence to monitor                                                       ability




                                      Professional competence
      and develop other                                         Language              Wall-post writing
                                                                competence            ability
      competences




                                                                                                          Social competence
                                                                Project               Blog writing
    – Depends on context                                        performance           ability
    – Ability to self-monitoring is                             Project efficiency    Comment writing
      meta-competence in the                                    etc.                  ability, etc.

      context of SRL




                                                                                                  © www.role-project.eu
Widget-based Zero-config Competence Dashboard in ROLE




     Integration of widget dashboard in arbitrary web pages

                                                         © www.role-project.eu

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Identification of Compentences in Self-regulated Learning Processes

  • 1. Identification of Compentences in Self-regulated Learning Processes Ralf Klamma (RWTH Aachen University) Professional Training Facts 2011 Stuttgart, Germany October 18-19, 2011 © www.role-project.eu
  • 2. ROLE Conceptualization of Self-Regulated Learning • Navigating through the learning process with ROLE • Getting support for self-regulated learning (SRL) • Starting evaluation of PPIM in the testbeds and in the long-tail (ICALT) learner input regarding goals, preferences, … learner profile information is defined and revised evaluation and creating PLE self-evaluation plan learner reflects and reacts learner finds and selects on strategies, achievements, learning resources and usefulness reflect learn recommendations feedback from peers or tutors (from different sources) learner works on selected learning resources assessment and attaining skills using different self-assessment learning events (8LEM) recommen- be aware of monitoring dations learner should understand and ROLE infrastructure should control own learning process provide adaptive guidance 19.10.2011 © www.role-project.eu
  • 3. Identification of Competences in a SRL Forum • Urch Forums (formerly User of clique TestMagic) Non-clique User in – Community on preparation for thread English language tests Thread 1 Clique-user Thread 2 – 120,000+ threads, 800,000+ missing in thread posts, 100,000+ users over 10 years Thread 3 – Social Network Analysis, Machine Learning and Natural Language Processing • What are the goals of learners? – Intent Analysis (Phases 1 & 2) • What are their expressions? Time – Sentiment Analysis (Phases 3 & 4) • Refinement – Cliques are users who appear in several threads together – 12881 cliques with avg. size 5 and avg. occurrence of 14 © www.role-project.eu
  • 4. Learning Phases Can Be Observed Different users Phase 1 and 2 (low sentiment, questioner, lot of intents) Phase 3 (increasing sentiment, conversationalist) 1 week / step Phase 4 (high sentiment, answering person)  40% of „footprints“ of cliques align with model for phases © www.role-project.eu
  • 5. Competences of Self-Monitoring and Self-Assessment  Meta-competence Meta competence – Higher order competence Self- monitoring – Competence to monitor ability Professional competence and develop other Language Wall-post writing competence ability competences Social competence Project Blog writing – Depends on context performance ability – Ability to self-monitoring is Project efficiency Comment writing meta-competence in the etc. ability, etc. context of SRL © www.role-project.eu
  • 6. Widget-based Zero-config Competence Dashboard in ROLE Integration of widget dashboard in arbitrary web pages © www.role-project.eu