2IS80 Fundamentals of Informatics Spring 2014 Lecture 15: Conclusion Lecturer: Tom Verhoeff.
Www.arbounie.nl Arbo Unie : Knowledge Management and Workforce rehabilitation Jelte Verhoeff and...
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Transcript of Www.arbounie.nl Arbo Unie : Knowledge Management and Workforce rehabilitation Jelte Verhoeff and...
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www.arbounie.nl
Arbo Unie : Knowledge Management and Workforce rehabilitation
Jelte Verhoeff and Gabriel Hopmans, the Netherlands
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Agenda
Introduction Arbo Unie Organization, market, current IT systems New vision, focus, strategy
The Arbo Unie Knowledge Management Project And the Topic Maps part
Conclusions, next steps
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Introduction Arbo Unie
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Arbo Unie Activities
Commercial Organization Employee health and safety support.
Reintegration into the workforce Prevention Consultancy
Example : Regarding noise in the working environment, Arbo Unie provides medical assistance in case of hearing loss, prevention programs (measurements, research, best practices, more general advice on working conditions, etc.)
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Market position
2.500 employees 25.000 customer organizations 2.6 million workers
26% market share
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Workforce (knowledge intensive)
70% highly skilled
Professionals: 600 medical doctors 600 other prof. (fysio therapists, psychologists, tech.specialists)
Professional Support: 500 staff and management
Administrative Support: 700 administrative support
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Market developments, company priorities
Emphasize operational excellence and cost reduction in traditional commodity-like primary process
Focus on high added-value, knowledge intensive services Shorten time to market
Add semantics to data Reuse existing IT infrastructure
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The Knowledge Management Project
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The knowledge management project
New approach on :
Document management Intranet Multiple databases Connecting different knowledge portals for customers in a
subject-centric way
Two different Proof of Concept Projects
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The need for a new architecture and approach
The Department “Information Management” decides on generic methods and tools
Reduce infrastructural complexity Strip functional redundancy Standardize (on open standards) Building block approach throughout the infrastructure Introduce Knowledge Management method and tooling Introduce federated search
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Software/solution providers
For the Proof of Concept regarding Knowledge Management: Morpheus with Ontopia for Topic Maps Iknow for smart indexing (bottom- up)
2 Terabytes of documents Intersystems with the Caché database for object-relational
storage and retrieval and performance
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Arbo Unie Knowledge
In the organization a diversity of Expert Centers with persons, projects, customers etc. each concentrating on a particular domain
(e.g. Stress management, Pollution, Care, Chemical, Government, Sound)
Lot of overlap between subjects
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Proof of Concept Expert Centres
4 months to connect and integrate to prove the idea Used a diversity of mainly unstructured sources (scientific material,
measurement data, earlier reports, external open sources)
Generate metadata through IKnow semantic indexing Define:
metamodel/ontology and update process indicators for knowledge objects identity to ensure reuse Topic Maps based intranet solution in connection with CMS data quality
Implement: Ontopia Knowledge Suite (OKS), Caché, IKnow, CMS Upconversion of datasources to topic maps
Connect: Components to each other and datasources
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The Topic Maps solution and IKnow
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Top-down and bottom-up idea of “iknow topic maps”
Noise reduction
Sound
Factors of Noise
Making noise
Surrounding sound of machines
Occurrence Type: Job description : “I am
an expert in measuring factors of machines
making noise and how to reduce the sound”
Topic Type : Expert Centre “Sound”
Association Type : Advising Sound reduction (Type : Service)
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Short demo
Iknow on the National Library of Medicine’s database. PubMed.
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‘Subjects’ in unstructured dataset & in the topic map
Search Term : “Noise”
Iknow and ‘the unstructured’
Clusters/linked terms:Sound
Noise Reduction
Factors of Noise
Making noise
Surrounding sound of machines
Project Advise for Fire Workers
Noise Reduction
Themes of Ministry
Expert Centre “Sound and Workforce”
Sales Offer about Sound Advise
Arbo Unie topic map
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Lessons learned from other projects
In other projects Morpheus also needed a solution to generate keywords (bottom up). For instance at Dutch Police. We used the sample open content data from Wikipedia and Mindswap (see presentation Hopmans at TM2007) and scanned this with Iknow.
Next slides shows the Iknow output
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QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
Iknow Output on Police Content Sample linked with
the topic map
Triples Clustered on the fly
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Small piece of Iknow output with PSI’s<Concept>
<Index>2001 attacks</Index>
<Literal>2001 attacks.</Literal>
</Concept>
<CRCPatterns>
<CRC>1974 was accused of being member</CRC>
<Concept>
<Index>member of al-qaida</Index>
<Literal>member of al-qaida</Literal>
<ExactMatch>
<OntoConcept>TopicsMap</OntoConcept>
<OntoLink>http://psi.mssm.nl/terror/al-qaida</OntoLink>
</ExactMatch>
</Concept>
<CRC>al-qaida and of assisting of organizers</CRC>
<CRC>organizers of september 11</CRC>
</CRCPatterns>
If Match with subject in topic map:
Use the indicator to link to the structured world
Thus:Go from ‘any Subject’ in a
Subcentric way to the topic map
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Improvement Information Management
When editing in projects provide only the subjects that are centred around the relevant items
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A bit of Ontology
QuickTime™ and aTIFF (Uncompressed) decompressor
are needed to see this picture.
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Proof of Concept Production Systems
Define set of data sources, reports and transactions Focus on real time Management Information Define indicators for knowledge objects identity to ensure reuse Define metamodel / Topic Map for production system data Implement Enterprise Service Bus Connect Datasources to Service Bus
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Next steps/conclusions
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Choices after Proofs of Concept:
Item: Choice(s): Candidate(s):
Database Object relational Caché
Integration SOA Intersystems Ensemble or Progress
Sonic / Apama
Content Management Dynamic, Topic Maps controlled XML-Native CMS
Semantics Dynamic Metadata, Typology
Deduction
i.Know
Knowledge Management Topic Maps Ontopia
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Road ahead (Arbo Unie)
Connect both PoC environments into one knowledge structure Define and implement hardware infrastructure Consolidate existing Internet, Extranet and Intranet environments
into one Implement identity management policies Develop dedicated functionality, webservices and widgets to cater
for business needs Company wide roll out during first three quarters of 2008