Mining Language

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Mining Language

Author : Allison Margaret Bigelow
Publisher : UNC Press Books
ISBN 13 : 1469654393
Total Pages : 377 pages
Book Rating : 4.4/5 (696 download)

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Book Synopsis Mining Language by : Allison Margaret Bigelow

Download or read book Mining Language written by Allison Margaret Bigelow and published by UNC Press Books. This book was released on 2020-04-16 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mineral wealth from the Americas underwrote and undergirded European colonization of the New World; American gold and silver enriched Spain, funded the slave trade, and spurred Spain's northern European competitors to become Atlantic powers. Building upon works that have narrated this global history of American mining in economic and labor terms, Mining Language is the first book-length study of the technical and scientific vocabularies that miners developed in the sixteenth and seventeenth centuries as they engaged with metallic materials. This language-centric focus enables Allison Bigelow to document the crucial intellectual contributions Indigenous and African miners made to the very engine of European colonialism. By carefully parsing the writings of well-known figures such as Cristobal Colon and Gonzalo Fernandez de Oviedo y Valdes and lesser-known writers such Alvaro Alonso Barba, a Spanish priest who spent most of his life in the Andes, Bigelow uncovers the ways in which Indigenous and African metallurgists aided or resisted imperial mining endeavors, shaped critical scientific practices, and offered imaginative visions of metalwork. Her creative linguistic and visual analyses of archival fragments, images, and texts in languages as diverse as Spanish and Quechua also allow her to reconstruct the processes that led to the silencing of these voices in European print culture.

Natural Language Processing and Text Mining

Author : Anne Kao
Publisher : Springer Science & Business Media
ISBN 13 : 1846287545
Total Pages : 272 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Natural Language Processing and Text Mining by : Anne Kao

Download or read book Natural Language Processing and Text Mining written by Anne Kao and published by Springer Science & Business Media. This book was released on 2007-03-06 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the converse, the use of Text Mining to assist NLP. It assembles a diverse views from internationally recognized researchers and emphasizes caveats in the attempt to apply Natural Language Processing to text mining. This state-of-the-art survey is a must-have for advanced students, professionals, and researchers.

Sentiment Analysis and Opinion Mining

Author : Bing Liu
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1608458849
Total Pages : 185 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Sentiment Analysis and Opinion Mining by : Bing Liu

Download or read book Sentiment Analysis and Opinion Mining written by Bing Liu and published by Morgan & Claypool Publishers. This book was released on 2012 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research has spread outside of computer science to the management sciences and social sciences due to its importance to business and society as a whole. The growing importance of sentiment analysis coincides with the growth of social media such as reviews, forum discussions, blogs, micro-blogs, Twitter, and social networks. For the first time in human history, we now have a huge volume of opinionated data recorded in digital form for analysis. Sentiment analysis systems are being applied in almost every business and social domain because opinions are central to almost all human activities and are key influencers of our behaviors. Our beliefs and perceptions of reality, and the choices we make, are largely conditioned on how others see and evaluate the world. For this reason, when we need to make a decision we often seek out the opinions of others. This is true not only for individuals but also for organizations. This book is a comprehensive introductory and survey text. It covers all important topics and the latest developments in the field with over 400 references. It is suitable for students, researchers and practitioners who are interested in social media analysis in general and sentiment analysis in particular. Lecturers can readily use it in class for courses on natural language processing, social media analysis, text mining, and data mining. Lecture slides are also available online. Table of Contents: Preface / Sentiment Analysis: A Fascinating Problem / The Problem of Sentiment Analysis / Document Sentiment Classification / Sentence Subjectivity and Sentiment Classification / Aspect-Based Sentiment Analysis / Sentiment Lexicon Generation / Opinion Summarization / Analysis of Comparative Opinions / Opinion Search and Retrieval / Opinion Spam Detection / Quality of Reviews / Concluding Remarks / Bibliography / Author Biography

Data Mining, Southeast Asia Edition

Author : Jiawei Han
Publisher : Elsevier
ISBN 13 : 0080475582
Total Pages : 772 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Data Mining, Southeast Asia Edition by : Jiawei Han

Download or read book Data Mining, Southeast Asia Edition written by Jiawei Han and published by Elsevier. This book was released on 2006-04-06 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge. Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data— including stream data, sequence data, graph structured data, social network data, and multi-relational data. - A comprehensive, practical look at the concepts and techniques you need to know to get the most out of real business data - Updates that incorporate input from readers, changes in the field, and more material on statistics and machine learning - Dozens of algorithms and implementation examples, all in easily understood pseudo-code and suitable for use in real-world, large-scale data mining projects - Complete classroom support for instructors at www.mkp.com/datamining2e companion site

Methods for Mining and Summarizing Text Conversations

Author : Giuseppe Carenini‌
Publisher : Morgan & Claypool Publishers
ISBN 13 : 160845391X
Total Pages : 132 pages
Book Rating : 4.6/5 (84 download)

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Book Synopsis Methods for Mining and Summarizing Text Conversations by : Giuseppe Carenini‌

Download or read book Methods for Mining and Summarizing Text Conversations written by Giuseppe Carenini‌ and published by Morgan & Claypool Publishers. This book was released on 2011-07-07 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the Internet Revolution, human conversational data -- in written forms -- are accumulating at a phenomenal rate. At the same time, improvements in speech technology enable many spoken conversations to be transcribed. Individuals and organizations engage in email exchanges, face-to-face meetings, blogging, texting and other social media activities. The advances in natural language processing provide ample opportunities for these "informal documents" to be analyzed and mined, thus creating numerous new and valuable applications. This book presents a set of computational methods to extract information from conversational data, and to provide natural language summaries of the data. The book begins with an overview of basic concepts, such as the differences between extractive and abstractive summaries, and metrics for evaluating the effectiveness of summarization and various extraction tasks. It also describes some of the benchmark corpora used in the literature. The book introduces extraction and mining methods for performing subjectivity and sentiment detection, topic segmentation and modeling, and the extraction of conversational structure. It also describes frameworks for conducting dialogue act recognition, decision and action item detection, and extraction of thread structure. There is a specific focus on performing all these tasks on conversational data, such as meeting transcripts (which exemplify synchronous conversations) and emails (which exemplify asynchronous conversations). Very recent approaches to deal with blogs, discussion forums and microblogs (e.g., Twitter) are also discussed. The second half of this book focuses on natural language summarization of conversational data. It gives an overview of several extractive and abstractive summarizers developed for emails, meetings, blogs and forums. It also describes attempts for building multi-modal summarizers. Last but not least, the book concludes with thoughts on topics for further development. Table of Contents: Introduction / Background: Corpora and Evaluation Methods / Mining Text Conversations / Summarizing Text Conversations / Conclusions / Final Thoughts

Spanish Loanwords in the English Language

Author : Félix Rodríguez González
Publisher : Walter de Gruyter
ISBN 13 : 9783110148459
Total Pages : 324 pages
Book Rating : 4.1/5 (484 download)

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Book Synopsis Spanish Loanwords in the English Language by : Félix Rodríguez González

Download or read book Spanish Loanwords in the English Language written by Félix Rodríguez González and published by Walter de Gruyter. This book was released on 1996 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The future of English linguistics as envisaged by the editors of Topics in English Linguistics lies in empirical studies which integrate work in English linguistics into general and theoretical linguistics on the one hand, and comparative linguistics on the other. The TiEL series features volumes that present interesting new data and analyses, and above all fresh approaches that contribute to the overall aim of the series, which is to further outstanding research in English linguistics.

Text Mining with R

Author : Julia Silge
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491981628
Total Pages : 193 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Text Mining with R by : Julia Silge

Download or read book Text Mining with R written by Julia Silge and published by "O'Reilly Media, Inc.". This book was released on 2017-06-12 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Favorites and Retweets; Summary; Chapter 8. Case Study : Mining NASA Metadata; How Data Is Organized at NASA; Wrangling and Tidying the Data; Some Initial Simple Exploration; Word Co-ocurrences and Correlations; Networks of Description and Title Words; Networks of Keywords; Calculating tf-idf for the Description Fields; What Is tf-idf for the Description Field Words?; Connecting Description Fields to Keywords; Topic Modeling.

Constraint-Based Mining and Inductive Databases

Author : Jean-Francois Boulicaut
Publisher : Springer
ISBN 13 : 3540313516
Total Pages : 409 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Constraint-Based Mining and Inductive Databases by : Jean-Francois Boulicaut

Download or read book Constraint-Based Mining and Inductive Databases written by Jean-Francois Boulicaut and published by Springer. This book was released on 2006-02-08 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interconnected ideas of inductive databases and constraint-based mining are appealing and have the potential to radically change the theory and practice of data mining and knowledge discovery. This book reports on the results of the European IST project "cInQ" (consortium on knowledge discovery by Inductive Queries) and its final workshop entitled Constraint-Based Mining and Inductive Databases organized in Hinterzarten, Germany in March 2004.

Regulation of Surface Mining

Author : United States. Congress. House. Committee on Interior and Insular Affairs. Subcommittee on the Environment
Publisher :
ISBN 13 :
Total Pages : 868 pages
Book Rating : 4.0/5 (18 download)

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Book Synopsis Regulation of Surface Mining by : United States. Congress. House. Committee on Interior and Insular Affairs. Subcommittee on the Environment

Download or read book Regulation of Surface Mining written by United States. Congress. House. Committee on Interior and Insular Affairs. Subcommittee on the Environment and published by . This book was released on 1973 with total page 868 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Database Support for Data Mining Applications

Author : Rosa Meo
Publisher : Springer
ISBN 13 : 3540444971
Total Pages : 336 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Database Support for Data Mining Applications by : Rosa Meo

Download or read book Database Support for Data Mining Applications written by Rosa Meo and published by Springer. This book was released on 2004-07-28 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge. This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling. The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries.

Data Warehousing and Knowledge Discovery

Author : Yahiko Kambayashi
Publisher : Springer Science & Business Media
ISBN 13 : 9783540229377
Total Pages : 672 pages
Book Rating : 4.2/5 (293 download)

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Book Synopsis Data Warehousing and Knowledge Discovery by : Yahiko Kambayashi

Download or read book Data Warehousing and Knowledge Discovery written by Yahiko Kambayashi and published by Springer Science & Business Media. This book was released on 2004-08-18 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2004, held in Zaragoza, Spain, in September 2004. The 40 revised full papers presented were carefully reviewed and selected from over 100 submissions. The papers are organized in topical sections on data warehouse design; knowledge discovery framework and XML data mining, data cubes and queries; multidimensional schema and data aggregation; inductive databases and temporal rules; industrial applications; data clustering; data visualization and exploration; data classification, extraction, and interpretation; data semantics, association rule mining; event sequence mining; and pattern mining.

Encyclopedia of Data Warehousing and Mining

Author : Wang, John
Publisher : IGI Global
ISBN 13 : 1591405599
Total Pages : 1382 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Encyclopedia of Data Warehousing and Mining by : Wang, John

Download or read book Encyclopedia of Data Warehousing and Mining written by Wang, John and published by IGI Global. This book was released on 2005-06-30 with total page 1382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Warehousing and Mining (DWM) is the science of managing and analyzing large datasets and discovering novel patterns and in recent years has emerged as a particularly exciting and industrially relevant area of research. Prodigious amounts of data are now being generated in domains as diverse as market research, functional genomics and pharmaceuticals; intelligently analyzing these data, with the aim of answering crucial questions and helping make informed decisions, is the challenge that lies ahead. The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges in this rapidly expanding field of data warehousing and mining (DWM). This encyclopedia consists of more than 350 contributors from 32 countries, 1,800 terms and definitions, and more than 4,400 references. This authoritative publication offers in-depth coverage of evolutions, theories, methodologies, functionalities, and applications of DWM in such interdisciplinary industries as healthcare informatics, artificial intelligence, financial modeling, and applied statistics, making it a single source of knowledge and latest discoveries in the field of DWM.

Sentiment Analysis

Author : Bing Liu
Publisher : Cambridge University Press
ISBN 13 : 1108787282
Total Pages : 451 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Sentiment Analysis by : Bing Liu

Download or read book Sentiment Analysis written by Bing Liu and published by Cambridge University Press. This book was released on 2020-10-15 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and also new material on emotion and mood analysis techniques, emotion-enhanced dialogues, and multimodal emotion analysis.

Fundamentals of Relational Database Management Systems

Author : S. Sumathi
Publisher : Springer Science & Business Media
ISBN 13 : 3540483977
Total Pages : 793 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Fundamentals of Relational Database Management Systems by : S. Sumathi

Download or read book Fundamentals of Relational Database Management Systems written by S. Sumathi and published by Springer Science & Business Media. This book was released on 2007-02-13 with total page 793 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of fundamentals of database management system. It contains a detailed description on Relational Database Management System Concepts. There are a variety of solved examples and review questions with solutions. This book is for those who require a better understanding of relational data modeling, its purpose, its nature, and the standards used in creating relational data model.

Language Planning in China

Author : Li Yuming
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 1614513929
Total Pages : 504 pages
Book Rating : 4.6/5 (145 download)

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Book Synopsis Language Planning in China by : Li Yuming

Download or read book Language Planning in China written by Li Yuming and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-08-31 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a leading scholar who has been closely involved in language planning in China over many decades, this collection of essays is a critical reflection of the work the Chinese government and academics have undertaken in establishing appropriate policies regarding language standard, language use and language education. The essays contain unique insights into the thinking behind much of the language planning work in China today.

Handbook of Linguistic Annotation

Author : Nancy Ide
Publisher : Springer
ISBN 13 : 9402408819
Total Pages : 1440 pages
Book Rating : 4.4/5 (24 download)

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Book Synopsis Handbook of Linguistic Annotation by : Nancy Ide

Download or read book Handbook of Linguistic Annotation written by Nancy Ide and published by Springer. This book was released on 2017-06-16 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook offers a thorough treatment of the science of linguistic annotation. Leaders in the field guide the reader through the process of modeling, creating an annotation language, building a corpus and evaluating it for correctness. Essential reading for both computer scientists and linguistic researchers.Linguistic annotation is an increasingly important activity in the field of computational linguistics because of its critical role in the development of language models for natural language processing applications. Part one of this book covers all phases of the linguistic annotation process, from annotation scheme design and choice of representation format through both the manual and automatic annotation process, evaluation, and iterative improvement of annotation accuracy. The second part of the book includes case studies of annotation projects across the spectrum of linguistic annotation types, including morpho-syntactic tagging, syntactic analyses, a range of semantic analyses (semantic roles, named entities, sentiment and opinion), time and event and spatial analyses, and discourse level analyses including discourse structure, co-reference, etc. Each case study addresses the various phases and processes discussed in the chapters of part one.

Advances in Web Mining and Web Usage Analysis

Author : Bamshad Mobasher
Publisher : Springer
ISBN 13 : 3540471286
Total Pages : 198 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Web Mining and Web Usage Analysis by : Bamshad Mobasher

Download or read book Advances in Web Mining and Web Usage Analysis written by Bamshad Mobasher and published by Springer. This book was released on 2006-10-17 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Mining Web Data, WEBKDD 2004, held in Seattle, WA, USA in August 2004 in conjunction with the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2004. The 11 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carefully selected for inclusion in the book.