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Semantic processing of multimedia data by MPEG-7 for capacious knowledge management

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Ralf Klamma
Ralf Klamma

The document discusses using MPEG-7 to semantically process multimedia data for knowledge management. It presents a framework that combines ontologies and multimedia concepts to support knowledge creation processes like transcription, addressing, and localization. MPEG-7 allows structuring heterogeneous data through XML and provides semantic annotation and description of multimedia content. Case studies of its application to a virtual entrepreneurship lab and other projects are also mentioned.

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Semantic processing of multimedia data by MPEG-7 for capacious knowledge management Marc Spaniol, Ralf Klamma, Matthias Jarke RWTH Aachen Milovy, 29 th of November Workshop on Multimedia Semantics
Agenda ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Knowledge creation process ,[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],Externalization Internalization implicit explicit implicit explicit Combination Socialization The Knowledge-Creating Company [Nonaka, Takeuchi 95]
How to transfer media dependent knowledge? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis of knowledge management concepts  Goal: Combining their benefits by simultaneously reducing their deficits
Knowledge creation framework: Transcription - Addressing - Localization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Externalization Internalization implicit explicit implicit explicit Combination Socialization The Knowledge-Creating Company [Nonaka, Takeuchi 95] Transcribing – Media/Reading [Jäger, Stanitzek 02] Signals of disturbance [Kümmel, Schüttpelz 02] Multimedia Concepts Ontologies
Semantics in community multimedia
Structural and content based KM with XML and MPEG-7 Basis Schema- Links&Media Basic Basic Tools Localization Tools datatypes XML MPEG-7 [IEEE 02] User interaction User preferences Usage History Navigation & Access Index Views Variations Content organization Collections Models Creation & Production Content Management Media Usage Content description Structural aspects Semantic aspects
[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],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Structuring of heterogenous Data data XML 3-dimensional Categorization Multimedia Information Additional Information
[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],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Content and context description by MPEG-7 Multimedia Information Transcription Addressing
Case study: Didactic concept of VEL ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Virtual Entrepreneurship Lab (VEL)
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Conclusion & Outlook
Contact ,[object Object],[object Object],[object Object],www.graeculus.de

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Semantic processing of multimedia data by MPEG-7 for capacious knowledge management

  • 1. Semantic processing of multimedia data by MPEG-7 for capacious knowledge management Marc Spaniol, Ralf Klamma, Matthias Jarke RWTH Aachen Milovy, 29 th of November Workshop on Multimedia Semantics
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  • 5. Analysis of knowledge management concepts  Goal: Combining their benefits by simultaneously reducing their deficits
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  • 7. Semantics in community multimedia
  • 8. Structural and content based KM with XML and MPEG-7 Basis Schema- Links&Media Basic Basic Tools Localization Tools datatypes XML MPEG-7 [IEEE 02] User interaction User preferences Usage History Navigation & Access Index Views Variations Content organization Collections Models Creation & Production Content Management Media Usage Content description Structural aspects Semantic aspects
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