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Terminology Saturation : Detection, Measurement and Use / by Victoria Kosa, Vadim Ermolayev

By: Kosa, Victoria, Terminology saturation : detection, measurement and use
Contributor(s): Ermolayev, Vadim, autor
Material type: materialTypeLabelE-bookSeries: (Cognitive Science and Technology, 2195-3996).Publisher: Singapore : Springer International Publising, 2022Edition: First edition 2022.Description: 1 recurso en línea (XXII, 177 páginas) : 62 ilustraciones, 27 ilustraciones a color.ISBN: 9789811686306.Subject: Data miningOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
1. Introduction -- 2. Representativeness Challenge in Ontology Engineering -- 3. The Phenomenon of Saturation -- 4. The Structure of the Book -- 5. Related Work.
In: Springer Nature eBookSummary: This book highlights an innovative approach for extracting terminological cores from subject domain-bounded collections of professional texts. The approach is based on exploiting the phenomenon of terminological saturation. The book presents the formal framework for the method of detecting and measuring terminological saturation as a successive approximation process. It further offers the suite of the algorithms that implement the method in the software and comprehensively evaluates all the aspects of the method and possible input configurations in the experiments on synthetic and real collections of texts in several subject domains. The book demonstrates the use of the developed method and software pipeline in industrial and academic use cases. It also outlines the potential benefits of the method for the adoption in industry.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.9 .D343 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.16032158
Total holds: 0

1. Introduction -- 2. Representativeness Challenge in Ontology Engineering -- 3. The Phenomenon of Saturation -- 4. The Structure of the Book -- 5. Related Work.

This book highlights an innovative approach for extracting terminological cores from subject domain-bounded collections of professional texts. The approach is based on exploiting the phenomenon of terminological saturation. The book presents the formal framework for the method of detecting and measuring terminological saturation as a successive approximation process. It further offers the suite of the algorithms that implement the method in the software and comprehensively evaluates all the aspects of the method and possible input configurations in the experiments on synthetic and real collections of texts in several subject domains. The book demonstrates the use of the developed method and software pipeline in industrial and academic use cases. It also outlines the potential benefits of the method for the adoption in industry.

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