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C -ing the Future   the coming convergence of: C ontent,   C ompetencies and  C ontext Towards a more holistic perspective on learning and performance Wayne  Hodgins
[email_address] Strategic Futurist President & Co-Founder Learnativity.org Chair, IEEE Learning Technology Standards Committee Learning Object Metadata 0 Strategic Advisor
www.creativecommons.org
Grand Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Maybe Goldilocks had it right all along? The ideal is  “just right”…. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],UP
“ C -ing the Future” C ontent,  C ompetencies C ontext LEARNING & PERFORMANCE CONTENT CONTEXT COMPETENCE
“ C-ing” the Future ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ C -ing the Future” C ontent,  C ompetencies C ontext CONTENT CONTEXT COMPETENCE
“ C-ing” the Future:  C ontent ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ C -ing the Future” C ontent  C ompetencies C ontext CONTENT CONTEXT COMPETENCE
“ C-ing” the Future:  C ompetencies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ Individualized” Career Development The Navy “5 Vector Model” Universal Quals Apprentice Journeyman Master Recruit EM Quals First line Leader Foundational Leader Primary Leader Advanced Leader Command Leader Executive Leader Platform Career Options EM Gas Turbine 5VM (DDG-51) Engineering  Quals PROFESSIONAL DEVELOPMENT PERSONAL DEVELOPMENT LEADERSHIP CERTS | QUALS PERFORMANCE Industry Certs Personal Dev SO Personal Dev SO Personal Dev SO Lifelong Learning Lifelong Learning Lifelong Learning Master S/O Journeyman S/O Apprentice S/O E-1 E-2 E-3 E-4 E-5 E-6 E-7 E-8 E-9 Recruit S/O EM2 Sciulli Universal Quals Engineering  Quals EM Quals Universal Quals Engineering  Quals EM Quals Industry Certs Industry Certs Industry Certs Apprentice Positions Journeyman Positions Master Positions Selected Electricians All Electricians
Learning Objectives:  (ELO + TLO) Connecting Competencies & Content Content Human Competencies Performance Based Learning OBJECTIVES SkillObjects 0 Learner Context TLO’s + ELO’s My Learning Path Org. Performance
Learning Objective Selection Intention  determines Domain as well as Domain Category.  Once Intention has been determined, the verb can be retrieved from repository (via Domain and Category) or could be done directly from repository itself. Verb  Repository Intention Conditions Audience Domain Category
Learning OBJECTIVE Statements: Connecting Competencies to Content for Performance
Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept ENABLING Objective E nabling L earning O bject T erminal L earning  O bject Animation Simulation illustration TERMINAL Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject
SkillObject ™ 0
Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept Principle Process Concept Procedure Fact Overview Summary Objective E nabling L earning O bject T erminal L earning  O bject Collections ( Courses , Stories,) Animation Simulation illustration Objective Theme Enabling Objective Terminal Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject
Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept Principle Process Concept Procedure Fact Overview Summary Objective E nabling L earning O bject T erminal L earning  O bject Collections ( Courses , Stories,) Animation Simulation illustration Objective Theme Enabling Objective Terminal Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject CONTEXT ReUSABILITY
COMPETENCIES PERSONALIIZED  Contextual GENERAL  Non Contextual CONTENT
End-to-End Conceptual Model:  GENERALIZED Learning Design + Development Skill Objects Performance Statements Raw Asset Raw Asset Raw Asset Raw Asset EO EO EO EO EO content based METADATA Content RAW ASSETS Terminal + Enabling OBJECTIVE STATEMENTS Terminal + Enabling LEARNING OBJECT MANIFESTS Sequencing + Navigation RULES Content Storage & Management Federated repositories Disaggregate, Store & Manage in Content Management System EO EO EO EO EO EO EO Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset ENABLING OBJECTIVE Enabling  Learning Objects Design & Develop Content Raw Assets + ELOs 1 EO = 1 ELO Create Learning Objectives Enabling + Terminal 1 PO = 1 TO 1 TO = n# EOs ENABLING OBJECTIVE EO TERMINAL OBJECTIVE EO EO EO EO EO EO Terminal + Enabling Objective Statements Skill & Knowledge acquisition requirements HCO-Requirements Work environment Req (TBD) PO PO PO PO PO SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many PO PO PO PO
Content (My Learning Object) Assembly ,[object Object],Performance Assessment Demonstrated Capability,  Qualifications, Portability Learning Intervention Deliver TLOs to learner  “right” way Eg: PS, OJT, ILT, ICW or blend KSA Acquisition End-to-End Conceptual Model:  PERSONALIZED Content Assembly + Delivery 1.  Create My Learning Objectives 1PO = 1TO My Learning Event  (Delivery) 4.  Assemble MyTLOs (n# ELOs +  S&N ) = TLO 1 TO = 1 TLO Deliver TLOs to Learner 3.  Create My Learning Event plan  using Sequencing & Navigation rules (eLearning, ILT, OJT, PS, etc.  based on context) Store Results Feedback ENABLING OBJECTIVE EO TERMINAL OBJECTIVE EO EO EO EO EO EO Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset ENABLING OBJECTIVE Enabling  Learning Object TERMINAL OBJECTIVE Performance gap Assessment PO  (req) [HCO-Requirements] – [HCO-Individual] =  Fit Gap Analysis TERMINAL OBJECTIVE ELO ELO ELO ELO ELO ELO ELO ELO Terminal Learning Objects Fleet, DoD, NMETS Demand Signal HCO-Individual Training/education/certification records; learning event transaction records, quals, Mapper capacity scores, HCI scores,  competency levels, language rating,  testing history Work Records: Supervisor eval, OJT events,  Experience, other…. Personnel records: job family, job, position assignment, AJM, career targets/options, Industry (O*NET) career equivalency  Fleet OJT HCO-Requirements Work environment Req (TBD) PO PO PO PO SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject  SkillObject(1)  RAJM Performance Statement:  Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement:  Perf objective (PO): std, Method, req proficiency Context 1 to Many PO PO PO PO PO
“ C -ing the Future” C ontent C ompetencies C ontext CONTENT CONTEXT COMPETENCE
“ C-ing” the Future:  C ontext ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ C-ing” the Future FASTER:   M etadata ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Open feedback http://ariadne.cs.kuleuven.ac.be/empirical/   Attention metadata
User feedback
Contextual and Automated Metadata Generation (AMG) http://ariadne.cs.kuleuven.be/amg/
STANDARDS
“ C-ing” the Future FASTER:  S tandards ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Competency Study Groups Initiative ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
IEEE Competency Study Groups:  Purpose ,[object Object],[object Object],[object Object],[object Object],[object Object]
IEEE Competency Study Groups:  3 proposed Candidates  (to show diversity & scope) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How to get involved: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Web 2.0 Over Hyped;  Under Estimated
Web 2.0
Web 2.0 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
“ C -ing the Future” C onnected,  C ollaborative C onversational    MASHUPS CONNECTED COLLABORATIVE CONVERSATION
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],   MASHUPS
ELF: eLearning Framework http://www.elframework.org/framework/
Pandora and the Music Genome Project
Innovation not replication! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],How does this apply to YOU?  Practice Leadership by EXAMPLE!
Thank You! For Questions & Comments please contact: [email_address] And as of next week: www.autodesk.com/waynehodgins

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C-ing the Future

  • 1. C -ing the Future  the coming convergence of: C ontent, C ompetencies and C ontext Towards a more holistic perspective on learning and performance Wayne Hodgins
  • 2. [email_address] Strategic Futurist President & Co-Founder Learnativity.org Chair, IEEE Learning Technology Standards Committee Learning Object Metadata 0 Strategic Advisor
  • 4.
  • 5.
  • 6. “ C -ing the Future” C ontent, C ompetencies C ontext LEARNING & PERFORMANCE CONTENT CONTEXT COMPETENCE
  • 7.
  • 8. “ C -ing the Future” C ontent, C ompetencies C ontext CONTENT CONTEXT COMPETENCE
  • 9.
  • 10. “ C -ing the Future” C ontent C ompetencies C ontext CONTENT CONTEXT COMPETENCE
  • 11.
  • 12. “ Individualized” Career Development The Navy “5 Vector Model” Universal Quals Apprentice Journeyman Master Recruit EM Quals First line Leader Foundational Leader Primary Leader Advanced Leader Command Leader Executive Leader Platform Career Options EM Gas Turbine 5VM (DDG-51) Engineering Quals PROFESSIONAL DEVELOPMENT PERSONAL DEVELOPMENT LEADERSHIP CERTS | QUALS PERFORMANCE Industry Certs Personal Dev SO Personal Dev SO Personal Dev SO Lifelong Learning Lifelong Learning Lifelong Learning Master S/O Journeyman S/O Apprentice S/O E-1 E-2 E-3 E-4 E-5 E-6 E-7 E-8 E-9 Recruit S/O EM2 Sciulli Universal Quals Engineering Quals EM Quals Universal Quals Engineering Quals EM Quals Industry Certs Industry Certs Industry Certs Apprentice Positions Journeyman Positions Master Positions Selected Electricians All Electricians
  • 13. Learning Objectives: (ELO + TLO) Connecting Competencies & Content Content Human Competencies Performance Based Learning OBJECTIVES SkillObjects 0 Learner Context TLO’s + ELO’s My Learning Path Org. Performance
  • 14. Learning Objective Selection Intention determines Domain as well as Domain Category. Once Intention has been determined, the verb can be retrieved from repository (via Domain and Category) or could be done directly from repository itself. Verb Repository Intention Conditions Audience Domain Category
  • 15. Learning OBJECTIVE Statements: Connecting Competencies to Content for Performance
  • 16. Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept ENABLING Objective E nabling L earning O bject T erminal L earning O bject Animation Simulation illustration TERMINAL Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject
  • 18. Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept Principle Process Concept Procedure Fact Overview Summary Objective E nabling L earning O bject T erminal L earning O bject Collections ( Courses , Stories,) Animation Simulation illustration Objective Theme Enabling Objective Terminal Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject
  • 19. Universal Object Model? Principle Fact Process Overview Procedure Text Audio Summary Concept Principle Process Concept Procedure Fact Overview Summary Objective E nabling L earning O bject T erminal L earning O bject Collections ( Courses , Stories,) Animation Simulation illustration Objective Theme Enabling Objective Terminal Objective Common Content Application Specific Profiles Repurposed with Permission: W.Hodgins ©1992 Learnativity “ Raw” Data & Media Elements Information Blocks CONTENT ASSETS 0 SkillObject CONTEXT ReUSABILITY
  • 20. COMPETENCIES PERSONALIIZED Contextual GENERAL Non Contextual CONTENT
  • 21. End-to-End Conceptual Model: GENERALIZED Learning Design + Development Skill Objects Performance Statements Raw Asset Raw Asset Raw Asset Raw Asset EO EO EO EO EO content based METADATA Content RAW ASSETS Terminal + Enabling OBJECTIVE STATEMENTS Terminal + Enabling LEARNING OBJECT MANIFESTS Sequencing + Navigation RULES Content Storage & Management Federated repositories Disaggregate, Store & Manage in Content Management System EO EO EO EO EO EO EO Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset Raw Asset ENABLING OBJECTIVE Enabling Learning Objects Design & Develop Content Raw Assets + ELOs 1 EO = 1 ELO Create Learning Objectives Enabling + Terminal 1 PO = 1 TO 1 TO = n# EOs ENABLING OBJECTIVE EO TERMINAL OBJECTIVE EO EO EO EO EO EO Terminal + Enabling Objective Statements Skill & Knowledge acquisition requirements HCO-Requirements Work environment Req (TBD) PO PO PO PO PO SkillObject SkillObject(1) RAJM Performance Statement: Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject SkillObject(1) RAJM Performance Statement: Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject SkillObject(1) RAJM Performance Statement: Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Context 1 to Many SkillObject SkillObject(1) RAJM Performance Statement: Perf objective (PO): std, Method, req proficiency Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Job Level Tasks KSA’s Tools Resources Context Work Elements Performance Statement: Perf objective (PO): std, Method, req proficiency Context 1 to Many PO PO PO PO
  • 22.
  • 23. “ C -ing the Future” C ontent C ompetencies C ontext CONTENT CONTEXT COMPETENCE
  • 24.
  • 25.
  • 28. Contextual and Automated Metadata Generation (AMG) http://ariadne.cs.kuleuven.be/amg/
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35. Web 2.0 Over Hyped; Under Estimated
  • 37.
  • 38. “ C -ing the Future” C onnected, C ollaborative C onversational  MASHUPS CONNECTED COLLABORATIVE CONVERSATION
  • 39.
  • 40. ELF: eLearning Framework http://www.elframework.org/framework/
  • 41. Pandora and the Music Genome Project
  • 42.
  • 43. Thank You! For Questions & Comments please contact: [email_address] And as of next week: www.autodesk.com/waynehodgins