Mining text data /
by Aggarwal, Charu C; Zhai, ChengXiang.
Material type:
BookPublisher: New York : Springer, 2012Description: p. cm.ISBN: 9781461432227.Subject(s): Data miningOnline resources: Publisher description | Table of contents only
Contents:
1.An introduction to text mining 2.Information extraction from text 3.A survey of text summarization techniques 4.A survey of text clustering algorithms 5.Dimensionality reduction and topic modeling 6.A survey of text classification algorithms 7.Transfer learning for text mining 8.Probabilistic models for text mining 9.Mining text streams 10.Trans-lingual mining from text data 11.Text mining in multimedia 12.Text analytics in social media 13.A survey of opinion mining and sentiment analysis 14.Biomedical text mining: a survey of recent progress
| Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode |
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Dept. of Information Science and Library Management, University of Dhaka General Stacks | Non Fiction | 006.312 MIN (Browse shelf) | 01 | Available | 0378 |
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No cover image available | No cover image available | ||
| 005.74 SID Database system concepts/ | 005.75/65 Databases : | 006.312 DAT Data science & big data analytics : | 006.312 MIN Mining text data / | 006.7 KUM 2002 Multimedia: Its application in library and information science / | 010 BIB 1969 Bibliographical services throughout the world 1960-1964 / | 010/CHB Bibliography in theory and practice |
Includes bibliographical references [p. 496-517] and index.
1.An introduction to text mining 2.Information extraction from text 3.A survey of text summarization techniques 4.A survey of text clustering algorithms 5.Dimensionality reduction and topic modeling 6.A survey of text classification algorithms 7.Transfer learning for text mining 8.Probabilistic models for text mining 9.Mining text streams 10.Trans-lingual mining from text data 11.Text mining in multimedia 12.Text analytics in social media 13.A survey of opinion mining and sentiment analysis 14.Biomedical text mining: a survey of recent progress
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