Practical text analytics : maximizing the value of text data /: maximizing the value of text data. ([2019])

• Record Type: Book
• Further Information: Note: Murugan Anandarajan, Chelsey Hill and Thomas Nolan.
• Authors: Anandarajan, Murugan, 1961-; Hill, Chelsey; Nolan, Thomas
• Contents: Chapter 1. Introduction to Text Analytics.-Chapter 2. Fundamentals of Content Analysis.-Chapter 3. Text Analytics Roadmap.-Chapter 4. Text Pre-Processing.-Chapter 5. Term-Document Representation.-Chapter 6. Semantic Space Representation and Latent Semantic Analysis.-Chapter 7. Cluster Analysis: Modeling Groups in Text.-Chapter 8. Probabilistic Topic Models.-Chapter 9. Classification Analysis: Machine Learning Applied to Text.-Chapter 10. Modeling Text Sentiment: Learning and Lexicon Models.-Chapter 11. Storytelling Using Text Data.-Chapter 12. Visualizing Results.-Chapter 13. Sentiment Analysis of Movie Reviews using R.-Chapter 14. Latent Semantic Analysis (LSA) in Python.-Chapter 15. Learning-Based Sentiment Analysis using RapidMiner.-Chapter 16. SAS Visual Text Analytics.
• Publisher Details: Switzerland : Springer
• Publication Date: 2019
• Copyright Date: 2019
• Extent: 1 online resource, colour illustrations
• Subjects: 006.312; Business; Data mining; Text processing (Computer science); Text files; Big data; COMPUTERS / General; Computers -- Enterprise Applications -- Business Intelligence Tools; Business & Economics -- Statistics; Business mathematics & systems; Probability & statistics; Management science; Management information systems; Statistics; Business & Economics -- Industries -- Computer Industry; Electronic books
• Languages: English
• ISBNs: 9783319956633; 3319956639
• Related ISBNs: 9783319956626
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed October 24, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.