Mining Text Data

Häftad, Engelska, 2014

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Beskrivning

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

Produktinformation

Utgivningsdatum:2014-04-12
Mått:155 x 235 x 33 mm
Vikt:800 g
Format:Häftad
Språk:Engelska
Antal sidor:524
Förlag:Springer-Verlag New York Inc.
ISBN:9781489989208

Utforska kategorier

Innehållsförteckning

An Introduction to Text Mining.- Information Extraction from Text.- A Survey of Text Summarization Techniques.- A Survey of Text Clustering Algorithms.- Dimensionality Reduction and Topic Modeling.- A Survey of Text Classification Algorithms.- Transfer Learning for Text Mining.- Probabilistic Models for Text Mining.- Mining Text Streams.- Translingual Mining from Text Data.- Text Mining in Multimedia.- Text Analytics in Social Media.- A Survey of Opinion Mining and Sentiment Analysis.- Biomedical Text Mining: A Survey of Recent Progress.- Index.