Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications (Cognitive Science) - Tapa dura

Kurdi, Mohamed Zakaria

 
9781848219212: Natural Language Processing and Computational Linguistics 2: Semantics, Discourse and Applications (Cognitive Science)
Tapa dura
ISBN 10: 1848219210 ISBN 13: 9781848219212
Editorial: Wiley-ISTE, 2018

Sinopsis

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.

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Acerca del autor

Mohamed Zakaria Kurdi is Assistant Professor at the CS Department of Lynchburg College in Virginia, USA. His research interests include natural language processing, robust parsing, text mining and intelligent computer-assisted language learning.

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Editorial
Wiley-ISTE
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1848219210
ISBN 13 
9781848219212
Encuadernación
Tapa dura
Número de páginas
318
Contacto del fabricante
no disponible
Persona responsable
no disponible