TY - BOOK AU - De Ville,Barry AU - Bawa,Gurpreet Singh TI - Text as data: computational methods of understanding written expression using SAS T2 - Wiley and SAS business series SN - 9781119487142 AV - QA76.9.D343 D48 2022 U1 - 006.3/12 23 PY - 2022///] CY - Hoboken, New Jersey PB - John Wiley & Sons, Inc. KW - Text data mining KW - Computational intelligence KW - SAS (Computer program language) KW - Intelligence informatique KW - SAS (Langage de programmation) KW - fast N1 - Includes bibliographical references and index; Text mining and text analytics -- Text analytics process overview -- Text data source capture -- Document content and characterization -- Textual abstraction : latent structure, dimension reduction -- Classification and prediction -- Boolean methods of classification and prediction -- Speech to text N2 - "This book provides a high-level, integrated overview of text analytics and the role of SAS software in the ever-evolving information technology environment. The author uses his 18 years of experience to show the reader how using multiple sources of data and machine learning approaches can produce superior results. He emphasizes text as qualitative data in the context of traditional quantitative data analytics. The book begins with a description of the structure and dynamics of the text analytics process, before delving deeper into his combined linguistic + quantitative approach to analyzing data. Topics covered include numeric vs. textual data, expression parsing and detection, and text maps"-- UR - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119487142 ER -