Natural Language Processing: Semantic Aspects
Autor Epaminondas Kapetanios, Doina Tatar, Christian Sacareaen Limba Engleză Hardback – 14 noi 2013
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Specificații
ISBN-13: 9781466584969
ISBN-10: 1466584963
Pagini: 346
Ilustrații: 10 b/w images and 10 color images
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.61 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
ISBN-10: 1466584963
Pagini: 346
Ilustrații: 10 b/w images and 10 color images
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.61 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
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Notă biografică
Epaminondas Kapetanios, Doina Tatar, Christian Sacarea
Cuprins
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
Descriere
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.