Description Logics in Multimedia Reasoning

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Special Collection:E-Book
Format: Book
Language:English
Published: Cham : Springer International Publishing, 2017
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Online Access:https://doi.org/10.1007/978-3-319-54066-5
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id opac-EUL01-000955634
recordtype opac
collection E-Book
format Book
title Description Logics in Multimedia Reasoning
spellingShingle Description Logics in Multimedia Reasoning
Sikos, Leslie F.
mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
elektronikus könyv
title_short Description Logics in Multimedia Reasoning
title_full Description Logics in Multimedia Reasoning
title_fullStr Description Logics in Multimedia Reasoning
title_full_unstemmed Description Logics in Multimedia Reasoning
title_sort description logics in multimedia reasoning
author Sikos, Leslie F.
author_facet Sikos, Leslie F.
author_sort Sikos, Leslie F.
author_additional SpringerLink (Online service)
publisher Cham : Springer International Publishing
publishDate 2017
publishDateSort 2017
isbn 978-3-319-54066-5
language English
physical XIII, 205 p.
url http://opac.elte.hu/F?func=direct&doc_number=000955634
Online változat: https://doi.org/10.1007/978-3-319-54066-5
institution EUL01
L_042
callnumber-raw 13482
callnumber-search 13482
ctrlnum 13482
first_indexed 2020-07-14T04:58:44Z
last_indexed 2020-08-01T17:31:25Z
topic mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
elektronikus könyv
topic_facet mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
elektronikus könyv
_version_ 1677900479286214657
score 13.276819
generalnotes 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.