01705nam a22002417a 4500 20260721121936.0 260721m20242019|||||||| |||| 00| 0 eng d 9783031759789 PK-LaUMT 006.312 JOT-T Jo, Taeho 13906 Text mining : concepts, implementation, and big data challenge / Taeho Jo 2nd ed. Cham : Springer, 2024 xv, 447 p. Studies in big data, 45 Includes bibliographical references and index. 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. Presents an array of updated techniques for preprocessing texts into structured forms, geared for classroom use; Outlines concepts of text categorization and clustering, their algorithms, and implementation guides; Includes advanced topics such as text summarization, text segmentation, topic mapping, and automatic text management Eng Big data Text indexing 13907 BK 141534 141534 0 0 0 0 01 01 2026-07-21 0 006.312 JOT-T 153371 2026-07-21 12:19:46 2026-07-21 BK