Terminology Saturation : Detection, Measurement and Use
Kosa, Victoria Terminology saturation : detection, measurement and use
Terminology Saturation : Detection, Measurement and Use by Victoria Kosa, Vadim Ermolayev - First edition 2022 - 1 recurso en línea (XXII, 177 páginas) 62 ilustraciones, 27 ilustraciones a color - Cognitive Science and Technology 2195-3996 .
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.
9789811686306
10.1007/978-981-16-8630-6 doi
Data mining
QA76.9 .D343 / 2022 EB
Terminology Saturation : Detection, Measurement and Use by Victoria Kosa, Vadim Ermolayev - First edition 2022 - 1 recurso en línea (XXII, 177 páginas) 62 ilustraciones, 27 ilustraciones a color - Cognitive Science and Technology 2195-3996 .
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.
9789811686306
10.1007/978-981-16-8630-6 doi
Data mining
QA76.9 .D343 / 2022 EB