1.

Record Nr.

NYU004373905

Titolo

Mining text data [electronic resource] / Charu C. Aggarwal, ChengXiang Zhai, editors

Pubbl/distr/stampa

New York : Springer, ©2012

ISBN

9781461432234

1461432235

9781461432227

Descrizione fisica

1 online resource (xi, 522 pages) : illustrations

Altri autori (Persone)

Aggarwal, Charu C.

Zhai, ChengXiang

Disciplina

006.3/12

Collocazione

Electronic access

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

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.

Sommario/riassunto

Annotation