Mining Text Data

Name: Mining Text Data
Brand: Springer-Verlag New York Inc.
SKU: 9781461432227
Price: 5023 CZK
Availability: InStock

Autor: Charu C. Aggarwal, ChengXiang Zhai

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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Text mining applications have experienced tremendous advances because of web 2.0 and social networki...

Informace o knize

Autor

Charu C. Aggarwal, ChengXiang Zhai

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2012

Stránek

524

EAN

9781461432227

ISBN

1461432227

Enbook ID

01427715

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

932

Rozměry

162 x 242 x 34

Kompletní popis

Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique scenarios where text mining algorithms are learned. §Mining Text Data introduces an important niche in the text analytics field, and is an edited volume contributed by leading international researchers and practitioners focused on social networks & data mining. This book contains a wide swath in topics across social networks & data mining. Each chapter contains a comprehensive survey including the key research content on the topic, and the future directions of research in the field. There is a special focus on Text Embedded with Heterogeneous and Multimedia Data which makes the mining process much more challenging. A number of methods have been designed such as transfer learning and cross-lingual mining for such cases. §Mining Text Data simplifies the content, so that advanced-level students, practitioners and researchers in computer science can benefit from this book. Academic and corporate libraries, as well as ACM, IEEE, and Management Science focused on information security, electronic commerce, databases, data mining, machine learning, and statistics are the primary buyers for this reference book.

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