steps towards an ontology based learning environment

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Steps Towards an Ontology Based Learning Environment Gábor Kismihók www.corvinno.com http://informatika.uni-corvinus.hu ECLO International Conference 2009

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My presentation @ ECLO 2009 conference, s\'Hertogenbosch, The Netherlands

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Page 1: Steps towards an Ontology based learning environment

Steps Towards an Ontology Based Learning

Environment

Gábor Kismihókwww.corvinno.com

http://informatika.uni-corvinus.hu

ECLO International Conference2009

Page 2: Steps towards an Ontology based learning environment

Running e- and mLearning projectsMobile Technologies in Lifelong Learning

http://motill.eu

E-Learning Managerhttp://deis.ie/elm/

mPSS – mobile Performance Support System (task based mobile Learning)http://mpss.ath.cx

Using wireless technologies for context sensitive education and training

www.ericsson.com/contsens

Corvinno Studio – Ontology Based Content Management and Deliverywww.corvinno.com

Page 3: Steps towards an Ontology based learning environment

What is an Ontology?

„ …ontologies aim to capture consensual knowledge in a generic and formal way, so that they may be reused and shared across applications (software) and by groups of people. Ontologies are usually built cooperatively by a group of people in different locations.”

(Corcho et al., 2003. p. 44.).

Page 4: Steps towards an Ontology based learning environment

Complex, Ontology based eLearning

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 5: Steps towards an Ontology based learning environment

The Ontology Model

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 6: Steps towards an Ontology based learning environment

Scope of Activities

Task

Group of tasks

Competence Competence Module

Knowledge Area

is part of

requires

ensures

prerequisite

requires

Curriculum Module

belongs to

specifies

serves

element of

specifies

serves

requires

is part of

prerequisite

prerequisite

element of

requires knowledge of

is part of

Basic concept Theorem Example

refers to

premise

conclusion

refers to

refers to

refers to

is part of is part of is part of

is part of

Test questions

R. Vas, 2007

Educational

ontology

Page 7: Steps towards an Ontology based learning environment

Curricula Development

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 8: Steps towards an Ontology based learning environment

Curricula Development

• Conceptual framework for courses

• Clearly structures the required knowledge, nodes are connected to Learning Objects

requires knowledge of

part of

Basic concept Theorem Example

refers to

premise

conclusion

refers to

refers to

refers to

part of part of part of

Knowledge Area

Curriculum

belongs to element of

requires knowledge of

part of

Basic concept Theorem Example

refers to

premise

conclusion

refers to

refers to

refers to

part of part of part of

Knowledge Area

Curriculum

belongs to element of

Page 9: Steps towards an Ontology based learning environment

Curricula Development

• Different types of connections between the nodes

• Learning Content is developed in Semantic MediaWiki

• Example: Studio MediaWiki

Page 10: Steps towards an Ontology based learning environment

Adaptive testing

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 11: Steps towards an Ontology based learning environment

Adaptive Testing• Questions are connected to the Ontology nodes

• Test engine is adaptive: continuously monitors students’ performance

• A Built-in reasoning engine identifies the missing knowledge areas

• Knowledge areas are only accepted if questions about underlying concepts are correct

• Based on this information content is offered automatically

• Demo Video

• Interactive Web Demonstration

Page 12: Steps towards an Ontology based learning environment

Learning Technology Selection

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 13: Steps towards an Ontology based learning environment

Learning Technology Selection

• Based on the Ontology for the E-learning Manager Course

• Technology requirements of eLearning delivery havebeen identified

Page 14: Steps towards an Ontology based learning environment

Learning Technology Selection

• For investments seamless set of technological criteria is now available

• This approach has been tested on institutional synchronous virtual learning software selection

Page 15: Steps towards an Ontology based learning environment

HRM Selection and Recruitment

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 16: Steps towards an Ontology based learning environment

HRM Selection and Recruitment

Page 17: Steps towards an Ontology based learning environment

Scope of Activities

Task

Group of tasks

Competence Competence Module

Knowledge Area

is part of

requires

ensures

prerequisite

requires

Curriculum Module

belongs to

specifies

serves

element of

specifies

serves

requires

is part of

prerequisite

prerequisite

element of

requires knowledge of

is part of

Basic concept Theorem Example

refers to

premise

conclusion

refers to

refers to

refers to

is part of is part of is part of

is part of

Test questions

R. Vas, 2007

Educational

ontology

Page 18: Steps towards an Ontology based learning environment

HRM Selection and Recruitment

Page 19: Steps towards an Ontology based learning environment

HRM Selection and RecruitmentThis ontology based system has the potential to be powerful tool

to:

• 1) select job applicants,

• 2) train job incumbents,

• 3) assess job performance,

• 4) map an organization’s human capital in light of strategic workforce planning considerations

Page 20: Steps towards an Ontology based learning environment

Competency Mapping

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 21: Steps towards an Ontology based learning environment

Competency mapping

Page 22: Steps towards an Ontology based learning environment

Context Based Learning

Ontologymodell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 23: Steps towards an Ontology based learning environment

Context Sensitivity (Contsens)

• The mobile device is a sensor:Location

Identity

Surroundings of the learner

Amount of light

Biophysical reactions of the learner

Etc…

• Based on this complex measurement, content is delivered automatically

Page 24: Steps towards an Ontology based learning environment

Contsens Project

Page 25: Steps towards an Ontology based learning environment

Contsens Project

• Flash Based application –as an external module

• 4 different courses (two art ourses, IT, language learning)

• Content delivery based on user profile and location

• project website: www.ericsson.com/contsens

Page 26: Steps towards an Ontology based learning environment

Mobilised Learning Environment

Ontology modell

HRM selection and recruitment

Competencymapping

Contextbased

LearningCurricula

development

Adaptivetesting

LearningTechnologyselection

Page 27: Steps towards an Ontology based learning environment

Corvinno Studio Architecture

Page 28: Steps towards an Ontology based learning environment

More information

[email protected]