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Beschreibung
This popular book, updated as a textbook for classroom use, 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. The book features exercises and code to help readers quickly learn and apply knowledge.
Concepts, Implementation, and Big Data Challenge
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 15. Dezember 2024 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 855 Gramm |
| Format | Hardcover |
| ISBN-13 | 9783031759758 |
| Auflage | Second Edition 2024 |
| Seiten | 447 |
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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