Ontology Learning and Population from Text - Algorithms, Evaluation and Applications

In the last decade, ontologies have received much attention within computer science and related disciplines, most often as the semantic web. Ontology Learning and Population from Text: Algorithms, Evaluation and Applications discusses ontologies for the semantic web, as well as knowledge management, information retrieval, text clustering and classification, as well as natural language processing.
Ontology Learning and Population from Text: Algorithms, Evaluation and Applications is structured for research scientists and practitioners in industry. This book is also suitable for graduate-level students in computer science.
 

List of contents

Preliminaries.- Ontologies.- Ontology Learning from Text.- Basics.- Datasets.- Methods and Applications.- Concept Hierarchy Induction.- Learning Attributes and Relations.- Population.- Applications.- Conclusion.- Contribution and Outlook.- Concluding Remarks.

Summary

In the last decade, ontologies have received much attention within computer science and related disciplines, most often as the semantic web. Ontology Learning and Population from Text: Algorithms, Evaluation and Applications discusses ontologies for the semantic web, as well as knowledge management, information retrieval, text clustering and classification, as well as natural language processing.

Ontology Learning and Population from Text: Algorithms, Evaluation and Applications is structured for research scientists and practitioners in industry. This book is also suitable for graduate-level students in computer science.

 

Product details

• Authors: Philipp Cimiano
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 22.10.2010
• EAN: 9781441940322
• ISBN: 978-1-4419-4032-2
• No. of pages: 347
• Dimensions: 159 mm x 21 mm x 237 mm
• Weight: 568 g
• Illustrations: XXVIII, 347 p.
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; B, Artificial Intelligence, computer science, Information Retrieval, Database Management, Information Systems Applications (incl. Internet), Information Systems Applications (incl.Internet), Theory of Computation, Multimedia Information Systems, database programming, Application software, Computer Communication Networks, Computers, Mathematical theory of computation, Internet searching, Graphical & digital media applications, Databases, Computer communication systems, Network hardware