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Text as Data: Computational Methods of Understanding Written Expression Using SAS (Wiley and SAS Business Series) - Hardcover
- PublisherWiley
- Publication date2021
- ISBN 10 1119487129
- ISBN 13 9781119487128
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages240
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Text As Data : Computational Methods of Understanding Written Expression Using SAS
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Text as Data (Hardcover)
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ISBN 10: 1119487129
ISBN 13: 9781119487128
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Hardcover. Condition: new. Hardcover. Text As Data: Combining qualitative and quantitative algorithms within the SAS system for accurate, effective and understandable text analytics The need for powerful, accurate and increasingly automatic text analysis software in modern information technology has dramatically increased. Fields as diverse as financial management, fraud and cybercrime prevention, Pharmaceutical R&D, social media marketing, customer care, and health services are implementing more comprehensive text-inclusive, analytics strategies. Text as Data: Computational Methods of Understanding Written Expression Using SAS presents an overview of text analytics and the critical role SAS software plays in combining linguistic and quantitative algorithms in the evolution of this dynamic field. Drawing on over two decades of experience in text analytics, authors Barry deVille and Gurpreet Singh Bawa examine the evolution of text mining and cloud-based solutions, and the development of SAS Visual Text Analytics. By integrating quantitative data and textual analysis with advanced computer learning principles, the authors demonstrate the combined advantages of SAS compared to standard approaches, and show how approaching text as qualitative data within a quantitative analytics framework produces more detailed, accurate, and explanatory results. Understand the role of linguistics, machine learning, and multiple data sources in the text analytics workflowUnderstand how a range of quantitative algorithms and data representations reflect contextual effects to shape meaning and understandingAccess online data and code repositories, videos, tutorials, and case studiesLearn how SAS extends quantitative algorithms to produce expanded text analytics capabilitiesRedefine text in terms of data for more accurate analysis This book offers a thorough introduction to the framework and dynamics of text analyticsand the underlying principles at workand provides an in-depth examination of the interplay between qualitative-linguistic and quantitative, data-driven aspects of data analysis. The treatment begins with a discussion on expression parsing and detection and provides insight into the core principles and practices of text parsing, theme, and topic detection. It includes advanced topics such as contextual effects in numeric and textual data manipulation, fine-tuning text meaning and disambiguation. As the first resource to leverage the power of SAS for text analytics, Text as Data is an essential resource for SAS users and data scientists in any industry or academic application. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781119487128
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Text As Data : Computational Methods of Understanding Written Expression Using SAS
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Text as Data
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Text As Data : Computational Methods of Understanding Written Expression Using SAS
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Text as Data (Hardcover)
Published by
John Wiley & Sons Inc, New York, 2021
ISBN 10: 1119487129
ISBN 13: 9781119487128
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Hardcover. Condition: new. Hardcover. Text As Data: Combining qualitative and quantitative algorithms within the SAS system for accurate, effective and understandable text analytics The need for powerful, accurate and increasingly automatic text analysis software in modern information technology has dramatically increased. Fields as diverse as financial management, fraud and cybercrime prevention, Pharmaceutical R&D, social media marketing, customer care, and health services are implementing more comprehensive text-inclusive, analytics strategies. Text as Data: Computational Methods of Understanding Written Expression Using SAS presents an overview of text analytics and the critical role SAS software plays in combining linguistic and quantitative algorithms in the evolution of this dynamic field. Drawing on over two decades of experience in text analytics, authors Barry deVille and Gurpreet Singh Bawa examine the evolution of text mining and cloud-based solutions, and the development of SAS Visual Text Analytics. By integrating quantitative data and textual analysis with advanced computer learning principles, the authors demonstrate the combined advantages of SAS compared to standard approaches, and show how approaching text as qualitative data within a quantitative analytics framework produces more detailed, accurate, and explanatory results. Understand the role of linguistics, machine learning, and multiple data sources in the text analytics workflowUnderstand how a range of quantitative algorithms and data representations reflect contextual effects to shape meaning and understandingAccess online data and code repositories, videos, tutorials, and case studiesLearn how SAS extends quantitative algorithms to produce expanded text analytics capabilitiesRedefine text in terms of data for more accurate analysis This book offers a thorough introduction to the framework and dynamics of text analyticsand the underlying principles at workand provides an in-depth examination of the interplay between qualitative-linguistic and quantitative, data-driven aspects of data analysis. The treatment begins with a discussion on expression parsing and detection and provides insight into the core principles and practices of text parsing, theme, and topic detection. It includes advanced topics such as contextual effects in numeric and textual data manipulation, fine-tuning text meaning and disambiguation. As the first resource to leverage the power of SAS for text analytics, Text as Data is an essential resource for SAS users and data scientists in any industry or academic application. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9781119487128
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Text as Data: Computational Methods of Understanding Written Expression Using SAS (Wiley and SAS Business Series)
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