Language Processing with Perl and Prolog (Record no. 54879)
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| 000 -LEADER | |
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| fixed length control field | 03927nam a22005175i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-642-41464-0 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421111659.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 140806s2014 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783642414640 |
| -- | 978-3-642-41464-0 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.35 |
| 100 1# - AUTHOR NAME | |
| Author | Nugues, Pierre M. |
| 245 10 - TITLE STATEMENT | |
| Title | Language Processing with Perl and Prolog |
| Sub Title | Theories, Implementation, and Application / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XXV, 662 p. 200 illus., 18 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Cognitive Technologies, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | An Overview of Language Processing -- Corpus Processing Tools -- Encoding and Annotation Scheme -- Topics in Information Theory and Machine Learning -- Counting Words -- Words, Parts of Speech, and Morphology -- Part-of-Speech Tagging Using Rules -- Part-of-Speech Tagging Using Statistical Techniques -- Phrase-Structure Grammars in Prolog -- Partial Parsing -- Syntactic Formalisms -- Constituent Parsing -- Dependency Parsing -- Semantics and Predicate Logic -- Lexical Semantics -- Discourse -- Dialogue -- Appendix A, An Introduction to Prolog Index References. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to real-world, proven applications. This book teaches the principles of natural language processing, first covering practical linguistics issues such as encoding and annotation schemes, defining words, tokens and parts of speech, and morphology, as well as key concepts in machine learning, such as entropy, regression, and classification, which are used throughout the book. It then details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques, using Prolog to write phase-structure grammars, syntactic formalisms and parsing techniques, semantics, predicate logic, and lexical semantics, and analysis of discourse and applications in dialogue systems. A key feature of the book is the author's hands-on approach throughout, with sample code in Prolog and Perl, extensive exercises, and a detailed introduction to Prolog. The reader is supported with a companion website that contains teaching slides, programs, and additional material. The second edition is a complete revision of the techniques exposed in the book to reflect advances in the field, the author redesigned or updated all the chapters, added two new ones, and considerably expanded the sections on machine-learning techniques. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-642-41464-0 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg : |
| -- | Imprint: Springer, |
| -- | 2014. |
| 336 ## - | |
| -- | text |
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| -- | rdacontent |
| 337 ## - | |
| -- | computer |
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| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
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| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | User interfaces (Computer systems). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational linguistics. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Language Translation and Linguistics. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computational Linguistics. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence (incl. Robotics). |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | User Interfaces and Human Computer Interaction. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1611-2482 |
| 912 ## - | |
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