Fundamentals of Predictive Text Mining - Softcover

Weiss, Sholom M.; Indurkhya, Nitin; Zhang, Tong

Softcover

ISBN 10: 1447167511 ISBN 13: 9781447167518

Verlag: Springer, 2015

Inhaltsangabe

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This highly anticipated second edition has been thoroughly revised and expanded with new material on deep learning, graph models, mining social media, errors and pitfalls in big data evaluation, Twitter sentiment analysis, and dependency parsing discussion. The fully updated content also features in-depth discussions on issues of document classification, information retrieval, clustering and organizing documents, information extraction, web-based data-sourcing, and prediction and evaluation. Features: includes chapter summaries and exercises; explores the application of each method; provides several case studies; contains links to free text-mining software.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2015
• ISBN 10: 1447167511
• ISBN 13: 9781447167518
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 256
• Kontakt zum Hersteller: Nicht verfügbar