articleChoice Reviews OnlineJun 1, 2007Closed access

The text mining handbook: advanced approaches in analyzing unstructured data

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Abstract

1. Introduction to text mining 2. Core text mining operations 3. Text mining preprocessing techniques 4. Categorization 5. Clustering 6. Information extraction 7. Probabilistic models for Information extraction 8. Preprocessing applications using probabilistic and hybrid approaches 9. Presentation-layer considerations for browsing and query refinement 10. Visualization approaches 11. Link analysis 12. Text mining applications Appendix Bibliography.

Citation impact

1,626
total citations
FWCI
75.95
Percentile
100%
References
531
Citations per year

Topics & keywords

Keywords
  • Unstructured data
  • Computer science
  • Data science
  • Information retrieval
  • Data mining
  • Big data
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