id opac-EUL01-000955634
collection e-book
institution L_042
EUL01
spelling Sikos, Leslie F. EUL10001011312 Y
Description Logics in Multimedia Reasoning by Leslie F. Sikos.
Cham Springer International Publishing 2017
XIII, 205 p. ill.
szöveg txt rdacontent
számítógépes c rdamedia
távoli hozzáférés cr rdacarrier
szövegfájl PDF rda
Multimedia Semantics -- Knowledge Representation with Semantic Web Standards -- The Semantic Gap -- Description Logics: Formal Foundation for Web Ontology -- Multimedia Ontology Engineering -- Ontology-Based Multimedia Reasoning -- References -- Index.
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.
Nyomtatott kiadás: ISBN 9783319540658
Nyomtatott kiadás: ISBN 9783319540672
Nyomtatott kiadás: ISBN 9783319853086
Az e-könyvek a teljes ELTE IP-tartományon belül online elérhetők.
könyv
e-book
mesterséges intelligencia EUL10000021058 Y
számítógépes látás informatika EUL10000467497 Y
Artificial intelligence.
számítási bonyolultság EUL10000906114 Y
Computer science. EUL10000449227 Y
Computer vision. EUL10000467498 Y
Computational complexity. EUL10000488941 Y
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Mathematical Logic and Formal Languages. http://scigraph.springernature.com/things/product-market-codes/I16048
Image Processing and Computer Vision. http://scigraph.springernature.com/things/product-market-codes/I22021
Discrete Mathematics in Computer Science. http://scigraph.springernature.com/things/product-market-codes/I17028
Mathematical Applications in Computer Science. http://scigraph.springernature.com/things/product-market-codes/M13110
elektronikus könyv
SpringerLink (Online service) közreadó testület
Online változat https://doi.org/10.1007/978-3-319-54066-5
Cham Springer International Publishing Imprint: Springer 2017.
EUL01
language English
format Book
author Sikos, Leslie F.
spellingShingle Sikos, Leslie F.
Description Logics in Multimedia Reasoning
mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
Artificial Intelligence.
Mathematical Logic and Formal Languages.
Image Processing and Computer Vision.
Discrete Mathematics in Computer Science.
Mathematical Applications in Computer Science.
elektronikus könyv
author_facet Sikos, Leslie F.
SpringerLink (Online service)
author_corporate SpringerLink (Online service)
author_sort Sikos, Leslie F.
title Description Logics in Multimedia Reasoning
title_short Description Logics in Multimedia Reasoning
title_full Description Logics in Multimedia Reasoning by Leslie F. Sikos.
title_fullStr Description Logics in Multimedia Reasoning by Leslie F. Sikos.
title_full_unstemmed Description Logics in Multimedia Reasoning by Leslie F. Sikos.
title_auth Description Logics in Multimedia Reasoning
title_sort description logics in multimedia reasoning
publishDate 2017
publishDateSort 2017
physical XIII, 205 p. : ill.
isbn 978-3-319-54066-5
callnumber-raw 13482
callnumber-search 13482
topic mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
Artificial Intelligence.
Mathematical Logic and Formal Languages.
Image Processing and Computer Vision.
Discrete Mathematics in Computer Science.
Mathematical Applications in Computer Science.
elektronikus könyv
topic_facet mesterséges intelligencia
számítógépes látás -- informatika
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
Artificial Intelligence.
Mathematical Logic and Formal Languages.
Image Processing and Computer Vision.
Discrete Mathematics in Computer Science.
Mathematical Applications in Computer Science.
elektronikus könyv
mesterséges intelligencia
számítógépes látás
Artificial intelligence.
számítási bonyolultság
Computer science.
Computer vision.
Computational complexity.
Artificial Intelligence.
Mathematical Logic and Formal Languages.
Image Processing and Computer Vision.
Discrete Mathematics in Computer Science.
Mathematical Applications in Computer Science.
informatika
url https://doi.org/10.1007/978-3-319-54066-5
illustrated Illustrated
dewey-hundreds 000 - Computer science, information & general works
dewey-tens 000 - Computer science, knowledge & systems
dewey-ones 006 - Special computer methods
dewey-full 006.3
dewey-sort 16.3
dewey-raw 006.3
dewey-search 006.3
first_indexed 2020-10-18T06:42:24Z
last_indexed 2021-02-04T13:23:36Z
recordtype opac
publisher Cham : Springer International Publishing
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score 13,329224
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.