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Ontology Learning and Knowledge Discovery Using the Web Challenges and Recent Advances 1st Edition by Wilson Wong, Wei Liu, Mohammed Bennamoun 1609606256 9781609606251

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Ontology Learning and Knowledge Discovery Using the Web Challenges and Recent Advances 1st Edition Mohammed Bennamoun Digital Instant Download

Author(s): Mohammed Bennamoun
ISBN(s): 9781609606251, 1609606256
Edition: 1
File Details: PDF, 4.82 MB
Year: 2011
Language: english
SKU: EB-2422150 Category: Tag:

Ontology Learning and Knowledge Discovery Using the Web Challenges and Recent Advances 1st Edition by Wilson Wong, Wei Liu, Mohammed Bennamoun – Ebook PDF Instant Download/Delivery: 1609606256, 9781609606251

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Product details:

ISBN 10: 1609606256

ISBN 13: 9781609606251

Author: Wilson Wong, Wei Liu, Mohammed Bennamoun

Ontologies form an indispensable part of the Semantic Web standard stack. While the Semantic Web is still our vision into the future, ontologies have already found a myriad of applications such as document retrieval, image retrieval, agent interoperability and document annotation. Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances provides relevant theoretical foundations, and disseminates new research findings and expert views on the remaining challenges in ontology learning. This book is invaluable resource as a library or personal reference for graduate students, researchers, and industrial practitioners. Readers who are in the process of looking for future research directions, and carving out their own niche area will find this book particularly useful due to the detailed scope and wide coverage of the book, which informs any discussion of artificial intelligence, knowledge acquisition, knowledge representation and reasoning, text mining, information extraction, and ontology learning.

Table of contents:

  1. Evidence Sources, Methods and Use Cases for Learning Lightweight Domain Ontologies
  2. An Overview of Shallow and Deep Natural Language Processing for Ontology Learning
  3. Topic Extraction for Ontology Learning
  4. A Cognitive-Based Approach to Identify Topics in Text Using the Web as a Knowledge Source
  5. Named Entity Recognition for Ontology Population using Background Knowledge from Wikipedia
  6. User-Centered Maintenance of Concept Hierarchies
  7. Learning SKOS Relations for Terminological Ontologies from Text
  8. Incorporating Correlations among Gene Ontology Terms into Predicting Protein Functions
  9. GO-Based Term Semantic Similarity
  10. ONTOLOGY LEARNING and the HUMANITIES
  11. Ontology-Based Knowledge Capture and Sharing in Enterprise Organisations
  12. Automated Learning of Social Ontologies
  13. Mining Parallel Knowledge from Comparable Patents
  14. Cross-language Ontology Learning
  15. Compilation of References

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Tags: Wilson Wong, Wei Liu, Mohammed Bennamoun, Ontology