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Description Logics in Multimedia Reasoning (Hardcover, 1st ed. 2017)
Loot Price: R3,690
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Description Logics in Multimedia Reasoning (Hardcover, 1st ed. 2017)
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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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