| Description |
1 online resource |
|
data file |
| Series |
Cognitive science series |
|
Cognitive science and knowledge management series.
|
| Bibliography |
Includes bibliographical references and index. |
| Summary |
Natural Language Processing (NLP) is a scientific discipline which is found at the intersection of fields such as Artificial Intelligence, Linguistics, and Cognitive Psychology. This book presents in four chapters the state of the art and fundamental concepts of key NLP areas. Are presented in the first chapter the fundamental concepts in lexical semantics, lexical databases, knowledge representation paradigms, and ontologies. The second chapter is about combinatorial and formal semantics. Discourse and text representation as well as automatic discourse segmentation and interpretation, and anaphora resolution are the subject of the third chapter. Finally, in the fourth chapter, I will cover some aspects of large scale applications of NLP such as software architecture and their relations to cognitive models of NLP as well as the evaluation paradigms of NLP software. Furthermore, I will present in this chapter the main NLP applications such as Machine Translation (MT), Information Retrieval (IR), as well as Big Data and Information Extraction such as event extraction, sentiment analysis and opinion mining. |
| Contents |
The Sphere of Lexicons and Knowledge -- The Sphere of Semantics -- The Sphere of Discourse and Text -- The Sphere of Applications. |
| Subject |
Natural language processing (Computer science)
|
|
Computational linguistics.
|
|
Natural Language Processing |
|
Traitement automatique des langues naturelles. |
|
Linguistique informatique. |
|
computational linguistics. |
|
Computational linguistics |
|
Natural language processing (Computer science) |
| Other Form: |
Print version: Kurdi, Mohamed Zakaria. Natural language processing and computational linguistics. 2, Semantics, discourse and applications. London, England ; Hoboken, New Jersey : ISTE ; Wiley, 2017 321 pages 9781848219212 (DLC) 2017953290 |
| ISBN |
9781119419723 (electronic bk.) |
|
1119419727 (electronic bk.) |
|
9781119419686 (electronic bk.) |
|
1119419689 (electronic bk.) |
|
9781119419716 |
|
1119419719 |
|
1848219210 |
|
9781848219212 |
|
(print) |
|
More Resources