Speech and language processing
An introduction to natural language processing, computational linguistics, and speech recognition
Daniel Jurafsky, James H. Martin
Résumé
Distinguishing features:
- Unified and comprehensive coverage of the field
- Covers the fundamental algorithms of each field, whether proposed for spoken or written language, whether logical or statistical in origin.
- Emphasis on web and other practical applications
- Gives readers an understanding of how language-related algorithms can be applied to important real-world problems.
- Emphasis on scientific evaluation
- Offers a description of how systems are evaluated with each problem domain.
- Empiricist/statistical/machine learning approaches to
language processing
- Covers all of the new statistical approaches, while still completely covering the earlier more structured and rule-based methods.
L'auteur - Daniel Jurafsky
Daniel Jurafsky received his Ph.D. in Computer Science from the University of California at Berkeley. He then joined the faculty of the Department of Linguistics, Department of Computer Science, and the Institute of Cognitive Science at the University of Colorado at Boulder. His research focuses on combining linguistic knowledge with probabilistic models of language and speech processing in humans and machines. In 1997, lie received the NSF Career Award for his work in speech and language processing.
L'auteur - James H. Martin
James H. Martin received his Ph.D. in Computer Science
from the University of California at Berkeley. He then
joined the faculty of the Department of Computer Science
and the Institute of Cognitive Science at the University of
Colorado at Boulder. His research interests include
computational semantics, metaphor, machine learning, and
information retrieval. He has published over 40 papers and
one previous book, A Computational Model of Metaphor
Interpretation (Academic Press, 1990).
Caractéristiques techniques
PAPIER | |
Éditeur(s) | Prentice Hall |
Auteur(s) | Daniel Jurafsky, James H. Martin |
Parution | 15/08/2000 |
Nb. de pages | 934 |
Format | 18 x 24 |
Couverture | Relié |
Poids | 1342g |
Intérieur | Noir et Blanc |
EAN13 | 9780130950697 |
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