Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Written By Gary Miner
Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Publsiher : Academic Press
  • Release : 25 June 2021
  • ISBN : 012386979X
  • Pages : 1053 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Practical Text Mining and Statistical Analysis for Non structured Text Data Applications written by Gary Miner which was release on 25 June 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically. This comprehensive professional reference brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. The Handbook of Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications presents a comprehensive how- to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities. -Extensive case studies, most in a tutorial format, allow the reader to 'click through' the example using a software program, thus learning to conduct text mining analyses in the most rapid manner of learning possible -Numerous examples, tutorials, power points and datasets available via companion website on Elsevierdirect.com -Glossary of text mining terms provided in the appendix

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Author : Gary Miner
  • Publisher : Academic Press
  • Release Date : 2012
  • Total pages : 1053
  • ISBN : 012386979X
GET BOOK

Summary : The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used ...

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 1053
  • ISBN : 012386979X
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Summary : The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used ...

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
  • Author : Robert Nisbet,Gary Miner,Ken Yale
  • Publisher : Elsevier
  • Release Date : 2017-11-09
  • Total pages : 822
  • ISBN : 012386979X
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Summary : Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths ...

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non structured Text Data Applications
  • Author : Gary Miner,John Elder IV,Andrew Fast,Thomas Hill,Robert Nisbet,Dursun Delen
  • Publisher : Academic Press
  • Release Date : 2012-01-25
  • Total pages : 1000
  • ISBN : 012386979X
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Summary : Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. Winner of a 2012 PROSE Award in Computing and Information Sciences from the Association of American Publishers, this book ...

Handbook of Statistical Analysis and Data Mining Applications

Handbook of Statistical Analysis and Data Mining Applications
  • Author : Robert Nisbet,John Fletcher Elder,Gary Miner
  • Publisher : Academic Press
  • Release Date : 2009
  • Total pages : 824
  • ISBN : 012386979X
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Summary : This comprehensive professional reference for scientists, engineers, and researchers brings together in a single resource all the information a beginner will need to rapidly learn how to conduct data mining and the statistical analysis required to interpret the data once mined. A glossary of data mining terms provided in the ...

Real World Data Mining

Real World Data Mining
  • Author : Dursun Delen
  • Publisher : FT Press
  • Release Date : 2014-12-16
  • Total pages : 288
  • ISBN : 012386979X
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Summary : Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization! Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience ...

Practical Predictive Analytics and Decisioning Systems for Medicine

Practical Predictive Analytics and Decisioning Systems for Medicine
  • Author : Linda Miner,Pat Bolding,Joseph Hilbe,Mitchell Goldstein,Thomas Hill,Robert Nisbet,Nephi Walton,Gary Miner
  • Publisher : Academic Press
  • Release Date : 2014-09-27
  • Total pages : 1110
  • ISBN : 012386979X
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Summary : With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning ...

Text Mining and Analysis

Text Mining and Analysis
  • Author : Dr. Goutam Chakraborty,Murali Pagolu,Satish Garla
  • Publisher : SAS Institute
  • Release Date : 2014-11-22
  • Total pages : 340
  • ISBN : 012386979X
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Summary : Big data: It's unstructured, it's coming at you fast, and there's lots of it. In fact, the majority of big data is text-oriented, thanks to the proliferation of online sources such as blogs, emails, and social media. However, having big data means little if you can't leverage it with analytics. ...

Text Mining

Text Mining
  • Author : Sholom M. Weiss,Nitin Indurkhya,Tong Zhang,Fred Damerau
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-01-08
  • Total pages : 237
  • ISBN : 012386979X
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Summary : Data mining is a mature technology. The prediction problem, looking for predictive patterns in data, has been widely studied. Strong me- ods are available to the practitioner. These methods process structured numerical information, where uniform measurements are taken over a sample of data. Text is often described as unstructured information. ...

Fundamentals of Predictive Text Mining

Fundamentals of Predictive Text Mining
  • Author : Sholom M. Weiss,Nitin Indurkhya,Tong Zhang
  • Publisher : Springer
  • Release Date : 2015-09-07
  • Total pages : 239
  • ISBN : 012386979X
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Summary : This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This ...

Practical Text Analytics

Practical Text Analytics
  • Author : Steven Struhl
  • Publisher : Kogan Page Publishers
  • Release Date : 2015-07-03
  • Total pages : 272
  • ISBN : 012386979X
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Summary : In an age where customer opinion and feedback can have an immediate, major effect upon the success of a business or organization, marketers must have the ability to analyze unstructured data in everything from social media and internet reviews to customer surveys and phone logs. Practical Text Analytics is an ...

Mastering Text Mining with R

Mastering Text Mining with R
  • Author : Ashish Kumar,Avinash Paul
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-12-28
  • Total pages : 258
  • ISBN : 012386979X
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Summary : Master text-taming techniques and build effective text-processing applications with R About This Book Develop all the relevant skills for building text-mining apps with R with this easy-to-follow guide Gain in-depth understanding of the text mining process with lucid implementation in the R language Example-rich guide that lets you gain high-quality ...

Text Data Management and Analysis

Text Data Management and Analysis
  • Author : ChengXiang Zhai,Sean Massung
  • Publisher : Morgan & Claypool
  • Release Date : 2016-06-30
  • Total pages : 530
  • ISBN : 012386979X
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Summary : Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. This has led to an increasing demand for powerful software tools to help people analyze ...

Text Mining and its Applications

Text Mining and its Applications
  • Author : Spiros Sirmakessis
  • Publisher : Springer
  • Release Date : 2012-12-06
  • Total pages : 204
  • ISBN : 012386979X
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Summary : The world of text mining is simultaneously a minefield and a gold mine. It is an exciting application field and an area of scientific research that is currently under rapid development. It uses techniques from well-established scientific fields (e.g. data mining, machine learning, information retrieval, natural language processing, case ...

Searcher

Searcher
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
  • ISBN : 012386979X
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Summary : Download or read online Searcher written by , published by which was released on 2008. Get Searcher Books now! Available in PDF, ePub and Kindle....