Text as data : computational methods of understanding written expression using SAS
by
 
De Ville, Barry, author.

Title
Text as data : computational methods of understanding written expression using SAS

Author
De Ville, Barry, author.

ISBN
9781119487142
 
9781119487159
 
9781119487173

Physical Description
1 online resource (xv, 214 pages) : illustrations.

Series
Wiley and SAS business series
 
Wiley and SAS business series.

Contents
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.

Abstract
"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"-- Provided by publisher.

Local Note
John Wiley and Sons

Subject Term
Text data mining.
 
Computational intelligence.
 
SAS (Computer program language)
 
Intelligence informatique.
 
SAS (Langage de programmation)
 
Computational intelligence
 
Text data mining

Added Author
Bawa, Gurpreet Singh, 1983-

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119487142


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book597049-1001QA76.9 .D343 D48 2022Wiley E-Kitap Koleksiyonu