Natural Language Processing

Semantic Aspects

Epaminondas Kapetanios, Doina Tatar, Christian Sacarea (Autoren)

Buch | Hardcover

346 Seiten

2013
Crc Press Inc (Verlag)
978-1-4665-8496-9 (ISBN)

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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.

Epaminondas Kapetanios, Doina Tatar, Christian Sacarea

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

Zusatzinfo	13 Illustrations, black and white
Verlagsort	Bosa Roca
Sprache	englisch
Maße	156 x 234 mm
Gewicht	612 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-4665-8496-3 / 1466584963
ISBN-13	978-1-4665-8496-9 / 9781466584969
Zustand	Neuware