Description Logics in Multimedia Reasoning

  • Leslie F.┬áSikos

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Leslie F. Sikos
    Pages 1-10
  3. Leslie F. Sikos
    Pages 51-66
  4. Leslie F. Sikos
    Pages 121-149
  5. Leslie F. Sikos
    Pages 151-186
  6. Back Matter
    Pages 187-205

About this book

Introduction

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.

Keywords

Description logics Multimedia retrieval Computer vision Knowledge representation and reasoning Semantic web description languages RDF OWL Ontology engineering

Authors and affiliations

  • Leslie F.┬áSikos
    • 1
  1. 1.Centre for Knowledge & Interaction TechnologiesFlinders University AdelaideAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-54066-5
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-54065-8
  • Online ISBN 978-3-319-54066-5
  • About this book