Formal Methods for Managing and Processing Ontology Alignments

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Marcin Pietranik (Wroclaw University of Science and Technology Wybreze St Wyspinaskiego 27 Wroclaw Poland 50-370)

Formal Methods for Managing and Processing Ontology Alignments

Marcin Pietranik (Wroclaw University of Science and Technology Wybreze St Wyspinaskiego 27 Wroclaw Poland 50-370)

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English

CRC Press
07 October 2024

Coding theory & cryptology; Automatic control engineering; Neural networks & fuzzy systems

Ontologies are formal knowledge representation methods that can provide means for a shared understanding of a given domain. To enable meaningful communication and interoperability between two or more information systems that utilize independently created ontologies, a bridge between them is necessary, often referred to as an ontology alignment. Formal Methods for Managing and Processing Ontology Alignments provides complete ontology alignment lifecycle, including modelling, methods, and maintenance processes.

Summarizing the author's research from the past ten years, this book consolidates findings previously published in prestigious international journals and presented at leading conferences. Each chapter is designed to be self-contained, allowing readers to approach the material modularly. The text introduces basic mathematical concepts, and later chapters build upon these foundations, but each focuses on specific aspects of ontology alignment, making the content accessible and easy to follow.

Key Features

Includes formal definitions of ontologies and ontology alignment along with a set of methods for providing semantics of attributes and relations. Provides application of fuzzy logic in the task of ontology alignment. Contains methods of managing the evolution of ontologies and their alignments. Proposes novel methods of assessing the quality ontology alignment.

Situated in the fields of knowledge representation and semantic technologies, this book is an invaluable resource for both academic researchers and practitioners, as well as students looking to deepen their understanding.

By: Marcin Pietranik (Wroclaw University of Science and Technology Wybreze St Wyspinaskiego 27 Wroclaw Poland 50-370)
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
ISBN: 9781032571171
ISBN 10: 1032571179
Pages: 193
Publication Date: 07 October 2024
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Forthcoming

1. Introduction. 2. A formal model of ontology and ontology alignment. 3. Classification of ontology alignment techniques. 4. Fuzzy logic framework for ontology alignment. 5. Ontology evolution and version management in ontology alignment. 6. Advanced methods of assessing ontology alignment. 7. Conclusions.

Marcin Pietranik is an assistant professor at Wrocław University of Science and Technology. He holds a deep interest in the areas of knowledge management and intelligent data processing technologies. He published more than 50 articles and participated in organizing several scientific conferences devoted to his research interests. His academic expertise is enriched by practical knowledge of modern web technologies, particularly within medical and telecommunication projects.