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HR meets eLearning: An
Ontology based, adaptive
selection and recruitment
     process support




   Gábor Kismihók       Dr. Stefan Mol

         EDEN Annual Conference
           Lisbon, 12/06/2008
Contents

• Who we are?
• Ontology Based educational content development
• Personnel selection theories
• Proposed training system architecture
• Case scenario
• Invitation




                                                   2
Experience

• eLearning and mLearning research
  EU Projects: socrates mLearning, Contsens, Impact
• Knowledge management
  Educational Ontology Development, Content Management
   System Development, Adaptive Systems, IS Integration
• HRM
  Selection and Recruitment, Workplace Training


                                            www.corvinno.hu
                                       www.abs.uva.nl/hrmob
                                                          3
Ontology based education
                                                                           Group of
                                                     specifies
                                                                            tasks
• Educational Ontology                                serves                        is part of

                                                        specifies
  Describing complex     is part
                         of
                                    Scope of                                    Task
                                                                                                     is part of

                                    Activities           serves
   systems in a                                                                     requires
                                                                                                                      requires


   structured way                                                                                 element of          Competence
                                          prerequisite                Competence                                        Module
• Adaptive Testing                                                   requires           ensures                                   prerequisite
                                                                                                    element of
                                                                         Knowledge                 belongs to          Curriculum
• Customized content                                    is part of
                                                                           Area                        requires
                                                                                                    knowledge of        Module
                                        is part of                                                                               prerequisite
                                                                                        is part of       is part of

• Competency based                  Basic                  premise                                       refers to
                       refers to
                                                                                   Theorem                                   Example
                                   concept
• Integrated into                                    conclusion                                        refers to


  Learning                                                             refers to



  Environment                 Vas, 2007                                   Test questions

                                                                                                                                  4
Personnel Selection




Binning and Barrett’s (1989) elaborated model for personnel decision research   5
Personnel selection

•   The traditional approach
       Predicting job performance on the basis
       of individual differences variables (such
       as the Five Factor Model or General
       Mental Ability GMA)
•   Empirical success in showing that
    predictors relate to job performance,
    but WHY?
•   Little is known as to why personality
    and GMA predict job performance
•   Black Box theories
•   Knowledge has been suggested as a
    mediator in the relationship between
    GMA and Job performance
•   Little research




                                                                    6
Architecture
Job-Role Ontology             Domain Ontology                        Applicant/Staff


                    Mapping                       Adaptive Testing




       A
                                        A’




                                                          Corporate Portal

        B                                    B’                                    Person 2




                                 Authoring
                                Environment



                                                                                       7
Personnel selection – Case Scenario


Trial for a single Job Role
    Job for which lots of documentation is already available
    Call center employees / police / military / sales agents
• Constructing the JR Ontology
• Customizing the test engine
• Integration with a VLE




                                                               8
Interdisciplinarity




                9
More information




                   10

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HR meets eLearning: An Ontology based, adaptive selection and recruitment process support

  • 1. HR meets eLearning: An Ontology based, adaptive selection and recruitment process support Gábor Kismihók Dr. Stefan Mol EDEN Annual Conference Lisbon, 12/06/2008
  • 2. Contents • Who we are? • Ontology Based educational content development • Personnel selection theories • Proposed training system architecture • Case scenario • Invitation 2
  • 3. Experience • eLearning and mLearning research EU Projects: socrates mLearning, Contsens, Impact • Knowledge management Educational Ontology Development, Content Management System Development, Adaptive Systems, IS Integration • HRM Selection and Recruitment, Workplace Training www.corvinno.hu www.abs.uva.nl/hrmob 3
  • 4. Ontology based education Group of specifies tasks • Educational Ontology serves is part of specifies Describing complex is part of Scope of Task is part of Activities serves systems in a requires requires structured way element of Competence prerequisite Competence Module • Adaptive Testing requires ensures prerequisite element of Knowledge belongs to Curriculum • Customized content is part of Area requires knowledge of Module is part of prerequisite is part of is part of • Competency based Basic premise refers to refers to Theorem Example concept • Integrated into conclusion refers to Learning refers to Environment Vas, 2007 Test questions 4
  • 5. Personnel Selection Binning and Barrett’s (1989) elaborated model for personnel decision research 5
  • 6. Personnel selection • The traditional approach Predicting job performance on the basis of individual differences variables (such as the Five Factor Model or General Mental Ability GMA) • Empirical success in showing that predictors relate to job performance, but WHY? • Little is known as to why personality and GMA predict job performance • Black Box theories • Knowledge has been suggested as a mediator in the relationship between GMA and Job performance • Little research 6
  • 7. Architecture Job-Role Ontology Domain Ontology Applicant/Staff Mapping Adaptive Testing A A’ Corporate Portal B B’ Person 2 Authoring Environment 7
  • 8. Personnel selection – Case Scenario Trial for a single Job Role Job for which lots of documentation is already available Call center employees / police / military / sales agents • Constructing the JR Ontology • Customizing the test engine • Integration with a VLE 8