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Automated Taxonomy Discovery and Exploration (Synthesis Lectures on Data Mining and Knowledge Discovery) - Hardcover
- PublisherSpringer
- Publication date2022
- ISBN 10 3031114043
- ISBN 13 9783031114045
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages114
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Automated Taxonomy Discovery and Exploration (Hardcover)
Published by
Springer International Publishing AG, Cham, 2022
ISBN 10: 3031114043
ISBN 13: 9783031114045
New
Hardcover
First Edition
Seller: Grand Eagle Retail, Fairfield, OH, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: new. Hardcover. This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In todays information era, people are inundated with the vast amounts of text data. Despite their usefulness, people havent yet exploited the full power of taxonomies due to the heavy curation needed for creating and maintaining them. To bridge this gap, the authors discuss automated taxonomy discovery and exploration, with an emphasis on label-efficient machine learning methods and their real-world usages. Taxonomy organizes entities and concepts in a hierarchy way. It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains. When properly analyzed, these taxonomies can play a vital role for science, engineering, business intelligence, policy design, e-commerce, and more. Intuitive examples are used throughout enabling readers to grasp concepts more easily. It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783031114045
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Automated Taxonomy Discovery and Exploration (Synthesis Lectures on Data Mining and Knowledge Discovery)
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Automated Taxonomy Discovery and Exploration
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Hardcover. Condition: Brand New. 114 pages. 9.45x6.61x0.51 inches. In Stock. Seller Inventory # __3031114043
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Automated Taxonomy Discovery and Exploration
Published by
Springer International Publishing Sep 2022, 2022
ISBN 10: 3031114043
ISBN 13: 9783031114045
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Hardcover
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today's information era, people are inundated with the vast amounts of text data. Despite their usefulness, people haven't yet exploited the full power of taxonomies due to the heavy curation needed for creating and maintaining them. To bridge this gap, the authors discuss automated taxonomy discovery and exploration, with an emphasis on label-efficient machine learning methods and their real-world usages. Taxonomy organizes entities and concepts in a hierarchy way. It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains. When properly analyzed, these taxonomies can play a vital role for science, engineering, business intelligence, policy design, e-commerce, and more. Intuitive examples are used throughout enabling readers to grasp concepts more easily. 116 pp. Englisch. Seller Inventory # 9783031114045
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Automated Taxonomy Discovery and Exploration (Synthesis Lectures on Data Mining and Knowledge Discovery)
Seller: Books Puddle, New York, NY, U.S.A.
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Condition: New. 1st ed. 2022 edition NO-PA16APR2015-KAP. Seller Inventory # 26396292717
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Automated Taxonomy Discovery and Exploration
Published by
Springer International Publishing, 2022
ISBN 10: 3031114043
ISBN 13: 9783031114045
New
Hardcover
Seller: AHA-BUCH GmbH, Einbeck, Germany
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today's information era, people are inundated with the vast amounts of text data. Despite their usefulness, people haven't yet exploited the full power of taxonomies due to the heavy curation needed for creating and maintaining them. To bridge this gap, the authors discuss automated taxonomy discovery and exploration, with an emphasis on label-efficient machine learning methods and their real-world usages. Taxonomy organizes entities and concepts in a hierarchy way. It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains. When properly analyzed, these taxonomies can play a vital role for science, engineering, business intelligence, policy design, e-commerce, and more. Intuitive examples are used throughout enabling readers to grasp concepts more easily. Seller Inventory # 9783031114045
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Automated Taxonomy Discovery and Exploration (Synthesis Lectures on Data Mining and Knowledge Discovery)
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Automated Taxonomy Discovery and Exploration
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Hardcover. Condition: Brand New. 114 pages. 9.45x6.61x0.51 inches. In Stock. Seller Inventory # x-3031114043
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Automated Taxonomy Discovery and Exploration (Synthesis Lectures on Data Mining and Knowledge Discovery)
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Automated Taxonomy Discovery and Exploration
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Springer, Berlin|Springer International Publishing|Springer, 2022
ISBN 10: 3031114043
ISBN 13: 9783031114045
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Hardcover
Seller: moluna, Greven, Germany
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, . Seller Inventory # 611592338
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