Natural Language Processing - Semantic Aspects

Informationen zum Autor Epaminondas Kapetanios, Doina Tatar, Christian Sacarea Klappentext This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, the and the nature of language. The book also emphasizes the portions of mathematics needed to understand the discussed algorithms. Zusammenfassung This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, and the nature of language. The book also emphasizes the portions of mathematics needed to understand the discussed algorithms. Inhaltsverzeichnis Preface, PART I: Introduction, 1. The Nature of Language, PART II: Mathematics, 2. Relations, 3. Algebraic Structures, 4. Linear Algebra, 5. Conceptual Knowledge Processing and Formal Concept Analysis, PART III: Knowledge Representation for NLP, 6. Measuring Word Meaning Similarity, 7. Semantics and Query Languages, 8. Multi-Lingual Querying and Parametric Theory, PART IV: Knowledge Extraction and Engineering for NLP, 9. Word Sense Disambiguation, 10. Text Entailment, 11. Text Segmentation, 12. Text Summarization, 13. Named Entity Recognition, Bibliography, Index

Product details

• Authors: Epaminondas Kapetanios, Epaminondas (University of Westminster Kapetanios, Epaminondas Tatar Kapetanios, Kapetanios Epaminondas, Christian Sacarea, Christian (Babes-Bolyai University Sacarea, Sacarea Christian, Doina Tatar, Tatar Doina
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 14.11.2013
• EAN: 9781466584969
• ISBN: 978-1-4665-8496-9
• No. of pages: 346
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Operating systems, user interfaces; Data Mining, SCIENCE / Life Sciences / General, computer science, MATHEMATICS / Arithmetic, Electrical Engineering, algorithms and data structures, Algorithms & data structures, Electronics engineering, COMPUTERS / Data Science / Data Analytics