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Beschreibung
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.
Concepts, Implementation, and Big Data Challenge
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 14. Februar 2019 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 587 Gramm |
| Format | Softcover |
| ISBN-13 | 9783030063023 |
| Seiten | 373 |
Schlagwörter
Communications Engineering - Networks, Computational Intelligence, Data Analysis and Big Data, Data Mining, Data Mining and Knowledge Discovery, Data Warehousing, Datenbanken, Information Storage and Retrieval, Informationsrückgewinnung - Information Retrieval, Künstliche Intelligenz, Nachrichtententechnik - Telekommunikation, Wissensbasierte Systeme - Expertensysteme
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