Simone Braun Andreas Schmidt
People Tagging & Ontology Maturing: Towards Collaborative Competence Management FZI Research Center for Information Technologies Dept. Information Process Engineering Karlsruhe, GERMANY {braun|aschmidt}@fzi.de http://www.fzi.de/ipe
Agenda Motivation • Competency-orientation & competence management • Current situation & problems
Collaborative Competence Management • Ontology Maturing Process for evolving competence catalogs • Tool support
Conclusions & Outlook
MATURE - Continuous Social Learning in Knowledge Networks
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Competency-Orientation Competence Management • aligning human resource development with corporate goals • identify, secure and make use of employee competencies • organizational perspective
Competencies as abstractions of work-relevant human behavior are a promising concept • for making skills, knowledge, and abilities manageable and addressable • for dealing with human potential and performance and their development • for enabling holistic approaches FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Competency-Orientation Knowledge management • Knowledge, skills and abilities are broader than the notion of „knowledge“ work-relevant competency to act
Training • Competencies allow for operationalizing learning goals and outcomes
Competence Management • Individual competencies can be aggregated into organizational competencies FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Current Situation: Competence Management Traditionally top-down instruments Usually based on a somehow hierarchic structured catalog • With well-defined semantics competence ontology • For defining requirement and individual competency profiles
Building of catalog usually one-time activity by a small group of experts Outdated catalogs No continuous improvement Often used only for a part of the company and for a single purpose Separated from individual employee level (competency profiles) MATURE - Continuous Social Learning in Knowledge Networks
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Current Situation: Competency Profiles a) External assessment by superiors or formal assessment procedures • expensive & cumbersome
b) Self-assessment by employees describing their competencies themselves • often missing motivation, no immediate benefit • downplaying or exaggeration of competencies • recent or very specialized topics not contained
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Current Situation: Competency Profiles People Tagging as recent approach • Transferring the principle of social tagging/bookmarking to people; e.g. IBM Fringe Contacts employees describe colleagues by tagging with key words publicly visible tag cloud characterizes individual employee
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Current Situation: Competency Profiles People Tagging as recent approach • Transferring the principle of social tagging/bookmarking to people; e.g. IBM Fringe Contacts employees describe colleagues by tagging with key words publicly visible tag cloud characterizes individual employee
However.. • no legitimation and commitment by the organization, especially wrt. to the vocabulary • no support to leverage bottom-up topics to organizational competences vocabulary
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Collaborative Competence Management Combine Web 2.0-style bottom-up processes with organizational top-down processes • Competence management without an agreed vocabulary (or ontology) not possible • Making the process of catalog evolving more collaborative and embedded in its usage • Allow every employee to participate and contribute with low usage barriers; i.e. by tagging colleagues • Take up and guide these bottom-up developments towards organizational goals • Likewise, gaining competency profiles not out of selfdescriptions but collective judgment of others
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Requirements and Key Issues Bottom-up collection of opinions about individual competencies • empower employees to state their opinion on who has which competency in an easy and task-embedded way
Freedom to evolve competence vocabulary • enable employees to modify the used vocabulary allows detecting new trends
Shared vocabulary for comparability • competencies as integrating factor in the enterprise have to be shared by the whole organization
Legitimation and commitment by the organization • organization must decide to which extent it relies on and binds to collective results FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Ontology Maturing Process for Evolving Competence Catalogs Approaching the problem as collaborative ontology construction problem Ontology as • Formal shared conceptualization for a domain of interest • A “good ontology” balances the aspects: o Representation of social agreement (“well-defined”, “common understanding”) o Formalization for enabling automating processes (“machinereadable”) o Appropriateness for domain and purpose (“useful”)
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Ontology Maturing Process for Evolving Competence Catalogs
Employees annotate each other with any topic tag new topic ideas emerge FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Ontology Maturing Process for Evolving Competence Catalogs
A common topic terminology evolves through the collaborative (re-)usage of the topic tags FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Ontology Maturing Process for Evolving Competence Catalogs
special community members begin to organize the topic terminology into competencies by introducing relations between the topic tags FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Ontology Maturing Process for Evolving Competence Catalogs
Modeling experts add axioms for exploiting relationships for reasoning; especially precise composition relationships FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Formality Levels & Use Cases Coexistence of different formality levels : Topic tags • as weak notions • sufficient for basic search and retrieval functionality
Competency types • abstract, without differentiation; e.g Java Programming • well-defined competency notion and taxonomic relationships o e.g. OO-Programming
Java Programming
• for basic profile matching (different abstraction levels) • for competency gap analysis (by exact matching) FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Formality Levels & Use Cases Competencies • with levels as instance of a competence type o e.g. Java Programming Beginner/Intermediate/Expert
• for more sophisticated profile matching o e.g. different degrees of fulfillment
• for basic description of learning opportunities objectives
Competency relationships • precise generalization, composition relationships for subsumtion o Java Programming OO-Programming o {Java Pr. Expert, AJAX Beginner} GWT Pr. Intermediate
• for more sophisticated competency gap analysis • for competency-based selection of learning opportunities FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Tool Support with SOBOLEO SOBOLEO is • a semantic social bookmarking application • combined with task-embedded competence ontology development functionality
Course • Users encounter a colleague’s web page • Tagging with concepts from the competence ontology or arbitrary topic tags • Gathering arbitrary topic tags as “prototypical concepts” for later consolidation and placement • Or immediate switch to the ontology editor o e.g. for adding synonyms or structuring with broader/narrower/ related relations FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Tool Support with SOBOLEO SOBOLEO is • a semantic social bookmarking application • combined with task-embedded competence ontology development functionality
Course • Users encounter a colleague’s web page • Tagging with concepts from the competence ontology or arbitrary topic tags • Gathering arbitrary topic tags as “prototypical concepts” for later consolidation and placement • Or immediate switch to the ontology editor o e.g. for adding synonyms or structuring with broader/narrower/ related relations FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Tool Support with SOBOLEO SOBOLEO is • a semantic social bookmarking application • combined with task-embedded competence ontology development functionality
Course • Users encounter a colleague’s web page • Tagging with concepts from the competence ontology or arbitrary topic tags • Gathering arbitrary topic tags as “prototypical concepts” for later consolidation and placement • Or immediate switch to the ontology editor o e.g. for adding synonyms or structuring with broader/narrower/ related relations FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Tool Support with SOBOLEO SOBOLEO is • a semantic social bookmarking application • combined with task-embedded competence ontology development functionality
Course • Users encounter a colleague’s web page • Tagging with concepts from the competence ontology or arbitrary topic tags • Gathering arbitrary topic tags as “prototypical concepts” for later consolidation and placement • Or immediate switch to the ontology editor for adapting the ontology, e.g. adding synonym or structuring with broader/narrower/related relations FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Conclusions & Outlook Collaborative competence management provides a solution to overcome the hitherto strictly top-down competence management approaches • covering less formalized topic tags and structures • guarantee flexibility, usefulness, and timeliness
Current & next activities: • evaluations how users deal with higher complexity within the projects Im Wissensnetz and FP7-IP MATURE • visualization and exploitation of recent/specific topics as trends from an organizational perspective • Investigation of environmental constraints (organizational, cultural, social) FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Thank you!
FP7 IP MATURE - http://mature-ip.eu
Simone Braun FZI Research Center for Information Technolgies [email protected] http://fzi.de/ipe FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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Different Levels of Formality
FZI Research Center for Information Technologies Karlsruhe, Germany | Information Process Engineering | www.fzi.de/ipe
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