Taeho Jo
Springer International Publishing
e druk, 2019
9783030063023
Text Mining
Concepts, Implementation, and Big Data Challenge
Specificaties
Paperback, blz.
|
Engels
Springer International Publishing |
2019
ISBN13: 9783030063023
Rubricering
Onderdeel van serie
Studies in Big Data
Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management.
Specificaties
ISBN13:9783030063023
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing
Serie:Studies in Big Data
Inhoudsopgave
<p>Part I: Foundation.- Introduction.- Text Indexing.- Text Encoding.- Text Association.- Part II: Text Categorization.- Text Categorization: Conceptual View.- Text Categorization: Approaches.- Text Categorization: Implementation.- Text Categorization: Evaluation.- Part III: Text Clustering.- Text Clustering: Conceptual View.- Text Clustering: Approaches.- Text Clustering: Implementation.- Text Clustering: Evaluation.- Part IV: Advanced Topics.- Text Summarization.- Text Segmentation.- Taxonomy Generation.- Dynamic Document Organization.- References.- Index.</p>