Multilingual Text Analysis: Challenges, Models, And Approaches

Marina Litvak, Natalia Vanetik (Herausgeber)

Buch | Hardcover

500 Seiten

2019
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-327-487-7 (ISBN)

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Text analytics (TA) covers a very wide research area. Its overarching goal is to discover and present knowledge — facts, rules, and relationships — that is otherwise hidden in the textual content. The authors of this book guide us in a quest to attain this knowledge automatically, by applying various machine learning techniques.This book describes recent development in multilingual text analysis. It covers several specific examples of practical TA applications, including their problem statements, theoretical background, and implementation of the proposed solution. The reader can see which preprocessing techniques and text representation models were used, how the evaluation process was designed and implemented, and how these approaches can be adapted to multilingual domains.

Erscheinungsdatum	15.03.2019
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	981-327-487-5 / 9813274875
ISBN-13	978-981-327-487-7 / 9789813274877
Zustand	Neuware