Principles Of Text Processing
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Principles Of Text Processing
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Author : Francis Niall Teskey
language : en
Publisher:
Release Date : 1982
Principles Of Text Processing written by Francis Niall Teskey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Business & Economics categories.
Text analysis; Data storage; data extraction; user interfaces; Data base management; Integrated systems; The next generation of text processing systems; List of algorithms; Information retrieval packages; Comparison of input formats; Comparison of sample search sessions; High frequency basic vocabulary.
Principles Of Text Processing
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Author : F. Niall Teskey
language : en
Publisher:
Release Date : 1982
Principles Of Text Processing written by F. Niall Teskey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Electronic data processing categories.
Principles Of Natural Language Processing
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Author : Susan McRoy
language : en
Publisher:
Release Date : 2021-07-24
Principles Of Natural Language Processing written by Susan McRoy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-24 with categories.
This book allows a reader with a background in computing to quickly learn about the principles of human language and computational methods for processing it. The book discusses what natural language processing (NLP) is, where it is useful, and how it can be deployed using modern software tools. It covers the core topics of modern NLP, including an overview of the syntax and semantics of English, benchmark tasks for computational language modelling, and higher level tasks and applications that analyze or generate language. It takes the perspective of a computer scientist. The primary themes are abstraction, data, algorithms, applications and impacts. It also includes history and trends that are important for understanding why things have been done the way that they have.
Text Mining With Machine Learning
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Author : Jan Žižka
language : en
Publisher: CRC Press
Release Date : 2019-10-31
Text Mining With Machine Learning written by Jan Žižka and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-31 with Computers categories.
This book provides a perspective on the application of machine learning-based methods in knowledge discovery from natural languages texts. By analysing various data sets, conclusions which are not normally evident, emerge and can be used for various purposes and applications. The book provides explanations of principles of time-proven machine learning algorithms applied in text mining together with step-by-step demonstrations of how to reveal the semantic contents in real-world datasets using the popular R-language with its implemented machine learning algorithms. The book is not only aimed at IT specialists, but is meant for a wider audience that needs to process big sets of text documents and has basic knowledge of the subject, e.g. e-mail service providers, online shoppers, librarians, etc. The book starts with an introduction to text-based natural language data processing and its goals and problems. It focuses on machine learning, presenting various algorithms with their use and possibilities, and reviews the positives and negatives. Beginning with the initial data pre-processing, a reader can follow the steps provided in the R-language including the subsuming of various available plug-ins into the resulting software tool. A big advantage is that R also contains many libraries implementing machine learning algorithms, so a reader can concentrate on the principal target without the need to implement the details of the algorithms her- or himself. To make sense of the results, the book also provides explanations of the algorithms, which supports the final evaluation and interpretation of the results. The examples are demonstrated using realworld data from commonly accessible Internet sources.
The Technology Of Text
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Author : David H. Jonassen
language : en
Publisher: Educational Technology
Release Date : 1982
The Technology Of Text written by David H. Jonassen and has been published by Educational Technology this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Communication in information science categories.
Abstract: Techniques for designing and developing text materials are described and elaborated for text development technologists. This book focuses on 2 broad categories of techniques for structuring textual materials, termed "implicit" (e.g.: discourse analysis, elaboration theory) and "explicit" (e.g.: algorithms, tables, diagrams) techniques. Implict techniques are concerned with the structure of the content and sequencing of the message; explicit techniques display the structure of the message. The 4 sections of the book address; implicit communication techniques; explicit textual design; specific design problems; and how individuals differentially interact with text materials, ranging from printed matter to television projections. (wz).
Advanced Text Mining And Applied Principles
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Author : Mick Benson
language : en
Publisher:
Release Date : 2015-02-04
Advanced Text Mining And Applied Principles written by Mick Benson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-04 with Text processing (Computer science) categories.
This book discusses the topic of advanced text mining and applied principles in detail. Due to the development of computer and web technologies, we are now able to easily compile and store huge amounts of text data. It is believed that data consists of valuable knowledge. Text mining techniques have been dynamically analyzed for the extraction of knowledge from data since late 1990s. Even though many vital methods have been formulated, the text mining research field continues to expand for the needs emerging from distinct application fields. This book provides an introduction of advanced text mining techniques ranging from relation extraction to under or less resourced language. It aims at providing the readers with novel information about the field and assists them in exploring new research fields.
Introducing Electronic Text Analysis
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Author : Svenja Adolphs
language : en
Publisher: Routledge
Release Date : 2006-09-27
Introducing Electronic Text Analysis written by Svenja Adolphs and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-27 with Language Arts & Disciplines categories.
Introducing Electronic Text Analysis is a practical and much needed introduction to corpora – bodies of linguistic data. Written specifically for students studying this topic for the first time, the book begins with a discussion of the underlying principles of electronic text analysis. It then examines how these corpora enhance our understanding of literary and non-literary works. In the first section the author introduces the concepts of concordance and lexical frequency, concepts which are then applied to a range of areas of language study. Key areas examined are the use of on-line corpora to complement traditional stylistic analysis, and the ways in which methods such as concordance and frequency counts can reveal a particular ideology within a text. Presenting an accessible and thorough understanding of the underlying principles of electronic text analysis, the book contains abundant illustrative examples and a glossary with definitions of main concepts. It will also be supported by a companion website with links to on-line corpora so that students can apply their knowledge to further study. The accompanying website to this book can be found at http://www.routledge.com/textbooks/0415320216
Natural Language Processing And Information Retrieval
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Author : Muskan Garg
language : en
Publisher: CRC Press
Release Date : 2023-11-28
Natural Language Processing And Information Retrieval written by Muskan Garg and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-28 with Computers categories.
This book presents the basics and recent advancements in natural language processing and information retrieval in a single volume. It will serve as an ideal reference text for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology. This text emphasizes the existing problem domains and possible new directions in natural language processing and information retrieval. It discusses the importance of information retrieval with the integration of machine learning, deep learning, and word embedding. This approach supports the quick evaluation of real-time data. It covers important topics including rumor detection techniques, sentiment analysis using graph-based techniques, social media data analysis, and language-independent text mining. Features: • Covers aspects of information retrieval in different areas including healthcare, data analysis, and machine translation • Discusses recent advancements in language- and domain-independent information extraction from textual and/or multimodal data • Explains models including decision making, random walk, knowledge graphs, word embedding, n-grams, and frequent pattern mining • Provides integrated approaches of machine learning, deep learning, and word embedding for natural language processing • Covers latest datasets for natural language processing and information retrieval for social media like Twitter The text is primarily written for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology.
Nlp
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Author : Joseph O'Connor
language : en
Publisher:
Release Date : 2001
Nlp written by Joseph O'Connor and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Neurolinguistic programming categories.
Electronic Texts In The Humanities
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Author : Susan Hockey
language : en
Publisher: OUP Oxford
Release Date : 2000-11-23
Electronic Texts In The Humanities written by Susan Hockey and has been published by OUP Oxford this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-11-23 with Computers categories.
With word processing and the Internet, computing is much more part and parcel of the everyday life of the humanities scholar, but computers can do much more than assist with writing or Internet searching. This book introduces a range of tools and techniques for manipulating and analysing electronic texts in the humanities. It shows how electronic texts can be used for the literary analysis, linguistic analysis, authorship attribution, and the preparation and publication of electronic scholarly editions. It assesses the ways in which research in corpus and computational linguistics can feed into better electronic tools for humanities research. The tools and techniques discussed in this book will feed into better Internet tools and pave the way for the electronic scholar of the twenty-first century.