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Mind the Gap!
Transcending the Tunnel View on Ontology Engineering

Pieter De Leenheer
Stijn Christiaens


                               Pragmatic Web 2007 (Tilburg, NL)
Realistic Scenario:
                                                                                  http://www.codrive.org/
               ONTOLOGY



                                                      Job Provider
                                                       (Industry)
                                    crystalise




                                                   competency
                                                                product
                                                         job
           Public Employment                                      skill
                                                     workflow
                Agencies



                                                               Educational Institutes




        http://cvc.ehb.be/PoCeHRMOM/Frameset.htm                http://www.prolixproject.org/
Competency Map
                         HR-XML consortium: “an RCD is a
                    specific, dentifiable, definable, and
                  measurable knowledge, skill, ability and/or other
                 deployment-related characteristic (e.g. attitude,
                 behavior, physical ability) which a human resource
                  may possess and which is necessary for, or
                    material to, the performance of an activity
                    within a specific business context.”
The Gap

          delivery#1                                            delivery#2
                                 delivery msg




                                 what is delivery ?


                       delivery is a type of educational task
Towards Community-based Evolution
Requirements for Semiotics Engineering
• Constructive methodology

• Variability and reusability

• Application-specific Contextualisation

• Flexible Operationalisation
SOCIALISATION




                  delivery#1                                            delivery#2
                                         delivery msg




                                         what is delivery ?


                               delivery is a type of educational task


EXTERNALISATION
       /
INTERNALISATION


                                                                                     individual mental models




                                                                                     community-shared models




                                          COMBINATION
Lexon building blocks

       Context

                        Role       Co-role
   ! = university

             Jury                                 Thesis
                      evaluates / evaluated by


          Head-term                              Tail-term
DOGMA Layers
         Reusable Lexon                                                                                                                          (Domain- specific)
                                                                                                                                                                        Applications
           Base Base                                                                                                                           Commitment Layer
                                                                                                                                                      Jury     Thesis

Person                                   Name                Person                                   Name
                                                                                                                                                     Person     Car
 Person                                   Name                Person                                   Name
  Person                                   Name                Person                                   Name
   Person                                   Name                Person                                   Name
    Person                                   Name                Person                                   Name
     Person                                   Name                Person                                   Name
PersonPerson                             NameName            PersonPerson                             NameName
 PersonPerson                             NameName            PersonPerson                             NameName
  PersonPerson                             NameName            PersonPerson                             NameName
   PersonPerson                             NameName            PersonPerson                             NameName
                                                                                                                                                      Man      Woman
    PersonPerson                             NameName            PersonPerson                             NameName
     PersonPerson                             NameName            PersonPerson                             NameName
      PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
Person PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
 Person
        PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
  Person PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
   Person PersonPerson                             NameName Person     PersonPerson                       NameNameName
    Person                                   Name NameName
           PersonPerson                                                 PersonPerson                       NameNameName
     Person                                   Name NameName Person
            PersonPerson                                                 PersonPerson                       NameNameName
      Person                                   Name                Person
Person                                   Name                Person                                   Name
                                                                                                                                                     Lorem      Dotis
             PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
       Person
 Person                                   Name                Person                                   Name
              PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
        Person
  Person                                   Name                Person                                   Name
               PersonPerson                             NameName Person     PersonPerson                       NameNameName
         Person                                   Name NameName
   Person                                   Name                Person                                   Name
                PersonPerson                                                 PersonPerson                       NameNameName
          Person                                   Name NameName Person
    Person                                   Name                Person                                   Name
                 PersonPerson                                                 PersonPerson                       NameNameName
           Person                                   Name NameName Person
     Person                                   Name                Person                                   Name
                  PersonPerson                                                 PersonPerson                       NameNameName
            Person                                   Name NameName Person
      Person                                   Name                Person                                   Name
Person                                   Name Name           Person                                   Name Name
                   PersonPerson                                                 PersonPerson                       NameNameName
             Person                                   Name NameName Person
       Person                                                       Person
 Person                                   Name Name           Person                                   Name Name
                    PersonPerson                                                 PersonPerson                       NameNameName
              Person                                   Name NameName Person
        Person                                                       Person
  Person                                   Name Name           Person                                   Name Name
                     PersonPerson                                                 PersonPerson                       NameNameName
               Person                                   Name NameName Person
         Person                                                       Person
   Person                                   Name                Person                                   Name
                                                                                                                                                     Ipsum     Thesis
                      PersonPerson                                                 PersonPerson                       NameNameName
                Person                       NameName NameNameName Person
                                                         Name Person
          Person                                                       Person                             NameName NameNameName
    Person             PersonPerson                                                 PersonPerson
                 Person                                                       Person
           Person                                   Name                Person                                   Name
     Person                                   Name                Person                                   Name
                        PersonPerson                      NameNameName               PersonPerson                      NameNameName
                  Person                 NameNameName NameNameName Person
            Person                                                       Person                       NameNameName NameNameName
      Person                                                       Person
Person                                                       Person
                         PersonPerson                                                 PersonPerson
                   Person                                     Person Person Person
             Person                       NameNameName NameName Person                                 NameNameName NameNameDrink
       Person                                                       Person
 Person                   Person
                               Address                                                 PersonCoffee
                    Person                                                       Person
              Person                       NameNameName NameName Person                                 NameNameName NameName
        Person                                                       Person
  Person                                                       Person
                           Person                                                       Person
                     Person                                                       Person
               Person                       NameNameName NameName Person                                 NameNameName NameName
         Person                                                       Person
   Person                                                Name Person
                            Person                                                       Person
                      Person                                                       Person
                Person                                                       Person                       NameNameName NameName
          Person                             NameName Name Person      Person
    Person                   Person                             NameName Person           Person
                       Person                                                       Person
                 Person                                                                                    NameNameName NameName
           Person                             NameName Name Person      Person
     Person                   Person                         Person Name Person            Person
                        Person                                   Name Person         Person
                  Person                                                                              NameNameNameName NameName
            Person                       NameNameName Name Person
PersonPerson                   Person                         Person Name Person            Person
                         Person Car                               Name Name           Person Man
                   Person                                                                              NameNameNameName Name
             Person                       NameNameName Name Person        Person
 PersonPerson                                                                                                                        Woman
                          Person                                   Name Person         Person
                    Person                                                       Person                 NameNameNameName Name
              Person                       NameNameName Name Person
  PersonPerson                                                 Person
                           Person                                   Name Person         Person
                     Person                                                       Person                 NameNameNameName Name
               Person                       NameNameName Name Person
   PersonPerson                                                 Person
                            Person                                   Name Person         Person
                      Person                                                       Person                 NameNameNameName Name
                Person                       NameNameName Name Person
    PersonPerson                                                 Person
                             Person                                   Name Person         Person
                       Person                                                       Person                 NameNameNameName Name
                 Person                       NameNameName Person                                                                                     Jury     Thesis
     PersonPerson                                                       Person
                              Person                         Person Name                   Person
                        Person           NameNameNameNameName Name Person            Person           NameNameNameNameName Name
                  Person
PersonPersonPerson                                                 PersonPerson
                               Person                                                       Person
                         Person           NameNameNameNameNameMouse Person            Person           NameNameNameNameName Wine
                   Person
 PersonPersonPerson                                           PersonPersonPerson
                    Person Computer                                                    PersonYear
                          Person           NameNameNameNameName Person                                  NameNameNameNameName
                                                                                 Person
  PersonPersonPerson                                           PersonPerson
                           Person           NameNameNameNameName Person                 Person           NameNameNameNameName
                     Person                                                       Person
   PersonPersonPerson                                           PersonPerson
                            Person           NameNameNameNameName Person                 Person           NameNameNameNameName
                      Person                                                       Person
    PersonPersonPerson                                           PersonPerson
                             Person           NameNameNameNameName Person                 Person           NameNameNameNameName
                       Person                                                       Person
     PersonPersonPerson                                           PersonPerson
                              Person     NameNameNameNameNameName Person
                                                             Person Name Person Person                NameNameNameNameNameName
                        Person                                                       Person
      PersonPersonPerson                                           PersonPerson
Person                         Person                                                       Person     NameNameNameNameNameName
                         Person           NameNameNameNameName Name                   Person
       PersonPersonPerson                                           PersonPerson
 Person                                                       Person
                                Person                                           Person Computer                                     Desktop
                          Person           NameNameNameNameName Person                 Person           NameNameNameNameName
        PersonPersonPerson                                           Person
                                                                                                                                                     Lorem     Ipsum
  Person                                                       Person
                           Person           NameNameNameNameName Person                 Person           NameNameNameNameName
         PersonPersonPerson                                           Person      Person
   Person                                                       Person
                            Person           NameNameNameNameName Person                 Person           NameNameNameNameName
          PersonPersonPerson                                           Person      Person
    Person                                                       Person
                             Person           NameNameNameNameName Person                 Person           NameNameNameNameName
           PersonPersonPerson                                           Person      Person
     Person                                                       Person
                              Person           NameNameNameNameName Person                 Person           NameNameNameNameName
            PersonPersonPerson                                           Person      Person
      Person                                                       Person
                               Person           NameNameNameNameName Person                 Person           NameNameNameNameName
             PersonPersonPerson                                           Person      Person
       Person                                                       Person
                          Person Car                                    Person Person  Person OS                                    Computer
              PersonPerson                       NameNameNameName Person                                      NameNameNameName
        Person                                                       Person
               PersonPersonPerson                 NameNameNameName Person         PersonPerson                 NameNameNameName
         Person                                                       Person
                PersonPersonPerson                 NameNameNameName Person         PersonPerson                 NameNameNameName
          Person                                                       Person
                 PersonPersonPerson                 NameNameNameName Person         PersonPerson                 NameNameNameName                     Jury     Thesis
           Person                                                       Person
                  PersonPersonPerson                 NameNameNameName Person         PersonPerson                 NameNameNameName
            Person                                                       Person
                   PersonPersonPerson                 NameNameNameName Person         PersonPerson                 NameNameNameName
             Person                                                       Person
                    PersonPersonEngine                 NameNameName Car Person         PersonAnimal                 NameNameName    Mammal
              Person                                                       Person
                     PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
               Person PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
                Person PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
                 Person PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
                  Person
                         PersonPerson                       NameNameName Person       PersonPerson                       NameNameName
                   Person Person
                               Address                       NameName   Person Person  PersonCoffee                       NameNameDrink
                    Person Person                             NameName                  Person                             NameName
                     Person                                                       Person
                            Person                             NameName                  Person                             NameName
                      Person                                                       Person
                             Person                             NameName                  Person                             NameName
                       Person                                                       Person
                              Person                             NameName                  Person                             NameName
                        Person                                                       Person
                               Person                             NameName                  Person                             NameName
                                                                                                                                                      Jury     Soccer
                         Person Car                                                   Person Man
                                                                   NameName                                                          Woman
                          Person                                                       Person                                   Name
                           Person                                   Name                Person                                   Name
                            Person                                   Name                Person                                   Name
                             Person                                   Name                Person                                   Name
                              Person                                   Name                Person                                   Name
                               Person                                   Name                Person                                   Name
                              Computer                                  Mouse                 Year                                    Wine
                                                                                                                                                     Control   Thesis


                                                                                                                                                      Jury     Person


                                                                                                                                                     Party     Thesis




                                                                        “Double articulation principle”
Analysing Communication Breakdown
                delivery msg




                                               Job Seeker
Employer        what is delivery ?


                                                                   ROOT
      delivery is a type of educational task

                                                    Process                       Quality




                                                Educational Task      Punctual              Competence




                                                                                 Skill                   Attitude
                                                    Deliver
Context Dependency Management


     GLOSS = quot;a required work
     that students must masterquot;
       SYNSET= {educational           GLOSS = quot;a person who
                work}                acts and gets things donequot;
                                      SYNSET= {doer, worker}
                                                                        TEMPLATE
          TAXONOMY

                                                                                      exhibiting / exhibited by
                            ROOT
                                                                        Educational
                                                                                                                    Quality
                                                                           Task
                                                                  APP
            Process                     Quality
                                                                                                                    Actor
                             Actor                                              performed by / performing
          Educational                                                                                             Competence
                                      Competence
             Task
                                                                                      requiring / required for
Sample Conflict (i)
   TEMPLATE                                                                              TEMPLATE
              exhibiting / exhibited by                                                             exhibiting / exhibited by
   Educational                                                                           Educational
                                        Quality                                                                              Competence
      Task                                                                                  Task


                              SPE                                                                                     SPE
 SPECIALISATION                                                                     SPECIALISATION
                                                       specialiseDifferentia
                exhibiting / exhibited by                                                             exhibiting / exhibited by
     Deliver                                  Skill                                        Deliver                                  Skill




                                                                                                     ROOT
               changeDifferentiaToSibling




                                                                               Process                                Quality
   TEMPLATE                                                                              TEMPLATE
              exhibiting / exhibited by                                                             exhibiting / exhibited by
   Educational                                                                           Educational
                                        Quality                                                                              Competence
      Task                                                                                  Task
                                                                          Educational Task               Punctual                 Competence


                                                                                                                      SPE
                                SPE
 SPECIALISATION                                                                     SPECIALISATION
                exhibiting / exhibited by                                                             exhibiting / exhibited by
                                                                                                                     Skill                     Attitude
     Deliver                                Punctual                                       Deliver                                Punctual
                                                                               Deliver
Sample Conflict (ii)
   TEMPLATE                                                                                                   TEMPLATE
              exhibiting / exhibited by                                                                                  exhibiting / exhibited by
   Educational                                                                                                Educational
                                        Quality                                                                                                   Competence
      Task                                                                                                       Task


                              SPE                                                                                                            SPE
 SPECIALISATION                                                                                            SPECIALISATION
                                                                     specialiseDifferentia
                exhibiting / exhibited by                                                                                    exhibiting / exhibited by
     Deliver                                  Skill                                                                Deliver                                 Skill
                                                                            ROOT




                                                           Process                         Quality




               changeDifferentiaToSibling              Educational Task        Punctual              Competence




                                                                                          Skill                   Attitude
                                                           Deliver

   TEMPLATE                                                                                                   TEMPLATE
              exhibiting / exhibited by                                                                                  exhibiting / exhibited by
   Educational                                                                                                Educational
                                        Quality                                                                                                   Competence
      Task                                                                                                       Task


                                                                                                                                             SPE
                                SPE
 SPECIALISATION                                                                                            SPECIALISATION
                exhibiting / exhibited by                                                                                    exhibiting / exhibited by
     Deliver                                Punctual                                                               Deliver                               Punctual
DOGMA Studio demo movies

• please visit:

   • http://www.starlab.vub.ac.be/website/
     dogmastudio
DOGMA Studio
Towards Community-based Evolution of K-IS



                                   1 Communication Analysis


                                    2 Community Modelling


                                3 Negotiation and Argumentation


                               4 Knowledge Analysis and Evolution
Recommended Reading

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ICPW2007.deLeenheerChristiaens

  • 1. Mind the Gap! Transcending the Tunnel View on Ontology Engineering Pieter De Leenheer Stijn Christiaens Pragmatic Web 2007 (Tilburg, NL)
  • 2. Realistic Scenario: http://www.codrive.org/ ONTOLOGY Job Provider (Industry) crystalise competency product job Public Employment skill workflow Agencies Educational Institutes http://cvc.ehb.be/PoCeHRMOM/Frameset.htm http://www.prolixproject.org/
  • 3. Competency Map HR-XML consortium: “an RCD is a specific, dentifiable, definable, and measurable knowledge, skill, ability and/or other deployment-related characteristic (e.g. attitude, behavior, physical ability) which a human resource may possess and which is necessary for, or material to, the performance of an activity within a specific business context.”
  • 4. The Gap delivery#1 delivery#2 delivery msg what is delivery ? delivery is a type of educational task
  • 6. Requirements for Semiotics Engineering • Constructive methodology • Variability and reusability • Application-specific Contextualisation • Flexible Operationalisation
  • 7. SOCIALISATION delivery#1 delivery#2 delivery msg what is delivery ? delivery is a type of educational task EXTERNALISATION / INTERNALISATION individual mental models community-shared models COMBINATION
  • 8. Lexon building blocks Context Role Co-role ! = university Jury Thesis evaluates / evaluated by Head-term Tail-term
  • 9. DOGMA Layers Reusable Lexon (Domain- specific) Applications Base Base Commitment Layer Jury Thesis Person Name Person Name Person Car Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName Man Woman PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameName PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameName Person PersonPerson NameNameName Person Name NameName PersonPerson PersonPerson NameNameName Person Name NameName Person PersonPerson PersonPerson NameNameName Person Name Person Person Name Person Name Lorem Dotis PersonPerson NameNameName Person PersonPerson NameNameName Person Person Name Person Name PersonPerson NameNameName Person PersonPerson NameNameName Person Person Name Person Name PersonPerson NameName Person PersonPerson NameNameName Person Name NameName Person Name Person Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Name Person Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Name Person Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Name Person Name Person Name Name Person Name Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Person Person Name Name Person Name Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Person Person Name Name Person Name Name PersonPerson PersonPerson NameNameName Person Name NameName Person Person Person Person Name Person Name Ipsum Thesis PersonPerson PersonPerson NameNameName Person NameName NameNameName Person Name Person Person Person NameName NameNameName Person PersonPerson PersonPerson Person Person Person Name Person Name Person Name Person Name PersonPerson NameNameName PersonPerson NameNameName Person NameNameName NameNameName Person Person Person NameNameName NameNameName Person Person Person Person PersonPerson PersonPerson Person Person Person Person Person NameNameName NameName Person NameNameName NameNameDrink Person Person Person Person Address PersonCoffee Person Person Person NameNameName NameName Person NameNameName NameName Person Person Person Person Person Person Person Person Person NameNameName NameName Person NameNameName NameName Person Person Person Name Person Person Person Person Person Person Person NameNameName NameName Person NameName Name Person Person Person Person NameName Person Person Person Person Person NameNameName NameName Person NameName Name Person Person Person Person Person Name Person Person Person Name Person Person Person NameNameNameName NameName Person NameNameName Name Person PersonPerson Person Person Name Person Person Person Car Name Name Person Man Person NameNameNameName Name Person NameNameName Name Person Person PersonPerson Woman Person Name Person Person Person Person NameNameNameName Name Person NameNameName Name Person PersonPerson Person Person Name Person Person Person Person NameNameNameName Name Person NameNameName Name Person PersonPerson Person Person Name Person Person Person Person NameNameNameName Name Person NameNameName Name Person PersonPerson Person Person Name Person Person Person Person NameNameNameName Name Person NameNameName Person Jury Thesis PersonPerson Person Person Person Name Person Person NameNameNameNameName Name Person Person NameNameNameNameName Name Person PersonPersonPerson PersonPerson Person Person Person NameNameNameNameNameMouse Person Person NameNameNameNameName Wine Person PersonPersonPerson PersonPersonPerson Person Computer PersonYear Person NameNameNameNameName Person NameNameNameNameName Person PersonPersonPerson PersonPerson Person NameNameNameNameName Person Person NameNameNameNameName Person Person PersonPersonPerson PersonPerson Person NameNameNameNameName Person Person NameNameNameNameName Person Person PersonPersonPerson PersonPerson Person NameNameNameNameName Person Person NameNameNameNameName Person Person PersonPersonPerson PersonPerson Person NameNameNameNameNameName Person Person Name Person Person NameNameNameNameNameName Person Person PersonPersonPerson PersonPerson Person Person Person NameNameNameNameNameName Person NameNameNameNameName Name Person PersonPersonPerson PersonPerson Person Person Person Person Computer Desktop Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Lorem Ipsum Person Person Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Person Person Person Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Person Person Person Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Person Person Person Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Person Person Person Person NameNameNameNameName Person Person NameNameNameNameName PersonPersonPerson Person Person Person Person Person Car Person Person Person OS Computer PersonPerson NameNameNameName Person NameNameNameName Person Person PersonPersonPerson NameNameNameName Person PersonPerson NameNameNameName Person Person PersonPersonPerson NameNameNameName Person PersonPerson NameNameNameName Person Person PersonPersonPerson NameNameNameName Person PersonPerson NameNameNameName Jury Thesis Person Person PersonPersonPerson NameNameNameName Person PersonPerson NameNameNameName Person Person PersonPersonPerson NameNameNameName Person PersonPerson NameNameNameName Person Person PersonPersonEngine NameNameName Car Person PersonAnimal NameNameName Mammal Person Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person PersonPerson NameNameName Person Person Address NameName Person Person PersonCoffee NameNameDrink Person Person NameName Person NameName Person Person Person NameName Person NameName Person Person Person NameName Person NameName Person Person Person NameName Person NameName Person Person Person NameName Person NameName Jury Soccer Person Car Person Man NameName Woman Person Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Person Name Computer Mouse Year Wine Control Thesis Jury Person Party Thesis “Double articulation principle”
  • 10. Analysing Communication Breakdown delivery msg Job Seeker Employer what is delivery ? ROOT delivery is a type of educational task Process Quality Educational Task Punctual Competence Skill Attitude Deliver
  • 11. Context Dependency Management GLOSS = quot;a required work that students must masterquot; SYNSET= {educational GLOSS = quot;a person who work} acts and gets things donequot; SYNSET= {doer, worker} TEMPLATE TAXONOMY exhibiting / exhibited by ROOT Educational Quality Task APP Process Quality Actor Actor performed by / performing Educational Competence Competence Task requiring / required for
  • 12. Sample Conflict (i) TEMPLATE TEMPLATE exhibiting / exhibited by exhibiting / exhibited by Educational Educational Quality Competence Task Task SPE SPE SPECIALISATION SPECIALISATION specialiseDifferentia exhibiting / exhibited by exhibiting / exhibited by Deliver Skill Deliver Skill ROOT changeDifferentiaToSibling Process Quality TEMPLATE TEMPLATE exhibiting / exhibited by exhibiting / exhibited by Educational Educational Quality Competence Task Task Educational Task Punctual Competence SPE SPE SPECIALISATION SPECIALISATION exhibiting / exhibited by exhibiting / exhibited by Skill Attitude Deliver Punctual Deliver Punctual Deliver
  • 13. Sample Conflict (ii) TEMPLATE TEMPLATE exhibiting / exhibited by exhibiting / exhibited by Educational Educational Quality Competence Task Task SPE SPE SPECIALISATION SPECIALISATION specialiseDifferentia exhibiting / exhibited by exhibiting / exhibited by Deliver Skill Deliver Skill ROOT Process Quality changeDifferentiaToSibling Educational Task Punctual Competence Skill Attitude Deliver TEMPLATE TEMPLATE exhibiting / exhibited by exhibiting / exhibited by Educational Educational Quality Competence Task Task SPE SPE SPECIALISATION SPECIALISATION exhibiting / exhibited by exhibiting / exhibited by Deliver Punctual Deliver Punctual
  • 14. DOGMA Studio demo movies • please visit: • http://www.starlab.vub.ac.be/website/ dogmastudio
  • 16. Towards Community-based Evolution of K-IS 1 Communication Analysis 2 Community Modelling 3 Negotiation and Argumentation 4 Knowledge Analysis and Evolution