This book illustrates how to use description logic-based formalisms to
their full potential in the creation, indexing, and reuse of
multimedia semantics. To do so, it introduces researchers to
multimedia semantics by providing an in-depth review of
state-of-the-art standards, technologies, ontologies, and software
tools. It draws attention to the importance of formal grounding in the
knowledge representation of multimedia objects, the potential of
multimedia reasoning in intelligent multimedia applications, and
presents both theoretical discussions and best practices in multimedia
ontology engineering. Readers already familiar with mathematical
logic, Internet, and multimedia fundamentals will learn to develop
formally grounded multimedia ontologies, and map concept definitions
to high-level descriptors. The core reasoning tasks, reasoning
algorithms, and industry-leading reasoners are presented, while scene
interpretation via reasoning is also demonstrated. Overall, this book
offers readers an essential introduction to the formal grounding of
web ontologies, as well as a comprehensive collection and review of
description logics (DLs) from the perspectives of expressivity and
reasoning complexity. It covers best practices for developing
multimedia ontologies with formal grounding to guarantee decidability
and obtain the desired level of expressivity while maximizing the
reasoning potential. The capabilities of such multimedia ontologies
are demonstrated by DL implementations with an emphasis on multimedia
reasoning applications.
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Produktdetaljer
ISBN
9783319540665
Publisert
2018
Utgiver
Vendor
Springer
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter