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

"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 prod...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: De Ville, Barry (Autor), Bawa, Gurpreet Singh, 1983- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons, Inc., [2022]
Colección:Wiley and SAS business series.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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100 1 |a De Ville, Barry,  |e author. 
245 1 0 |a Text as data :  |b computational methods of understanding written expression using SAS /  |c by Barry deVille and Gurpreet Singh Bawa. 
264 1 |a Hoboken, New Jersey :  |b John Wiley & Sons, Inc.,  |c [2022] 
300 |a 1 online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Wiley and SAS business series 
504 |a Includes bibliographical references and index. 
505 0 |a 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. 
520 |a "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"--  |c Provided by publisher. 
588 |a Description based on online resource; title from digital title page (viewed on April 15, 2022). 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Text data mining. 
650 0 |a Computational intelligence. 
650 0 |a SAS (Computer program language) 
650 6 |a Intelligence informatique. 
650 6 |a SAS (Langage de programmation) 
650 7 |a Computational intelligence  |2 fast 
650 7 |a SAS (Computer program language)  |2 fast 
650 7 |a Text data mining  |2 fast 
700 1 |a Bawa, Gurpreet Singh,  |d 1983-  |e author. 
776 0 8 |i Print version:  |a De Ville, Barry.  |t Text as data  |d Hoboken, New Jersey : Wiley, 2021  |z 9781119487128  |w (DLC) 2021033911 
830 0 |a Wiley and SAS business series. 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781119487128/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
938 |a EBSCOhost  |b EBSC  |n 3048611 
994 |a 92  |b IZTAP