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Terminology Saturation : Detection, Measurement and Use / by Victoria Kosa, Vadim Ermolayev.
- Format:
- Book
- Author/Creator:
- Kosa, Victoria., Author.
- Ermolayev, Vadim, Author.
- Series:
- Computer Science (SpringerNature-11645)
- Cognitive science and technology 2195-3996
- Cognitive Science and Technology, 2195-3996
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Data mining.
- Learning-Physiological aspects.
- Memory-Physiological aspects.
- Computational Intelligence.
- Artificial Intelligence.
- Data Mining and Knowledge Discovery.
- Learning and Memory.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Data Mining and Knowledge Discovery.
- Learning and Memory.
- Physical Description:
- 1 online resource (XXII, 177 pages) : 62 illustrations, 27 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 1. Introduction
- 2. Representativeness Challenge in Ontology Engineering
- 3. The Phenomenon of Saturation
- 4. The Structure of the Book
- 5. Related Work.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-16-8630-6
- 9789811686306
- Access Restriction:
- Restricted for use by site license.
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