The Dangerous Art Of Text Mining

Author : Jo Guldi
Publisher : Cambridge University Press
ISBN 13 : 9781009262996
Total Pages : 0 pages
Book Rating : 4.98/5 ( download)

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Download or read book The Dangerous Art of Text Mining written by Jo Guldi and published by Cambridge University Press. This book was released on 2023-08-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Dangerous Art of Text Mining celebrates the bold new research now possible because of text mining: the art of counting words over time. However, this book also presents a warning: without help from the humanities, data science can distort the past and lead to perilous errors. The book opens with a rogue's gallery of errors, then tours the ground-breaking analyses that have resulted from collaborations between humanists and data scientists. Jo Guldi explores how text mining can give a glimpse of the changing history of the past - for example, how quickly Americans forgot the history of slavery. Textual data can even prove who was responsible in Congress for silencing environmentalism over recent decades. The book ends with an impassioned vision of what text mining in defence of democracy would look like, and why humanists need to be involved.

Author : Jo Guldi
Publisher : Cambridge University Press
ISBN 13 : 100926298X
Total Pages : 497 pages
Book Rating : 4.89/5 ( download)

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Download or read book The Dangerous Art of Text Mining written by Jo Guldi and published by Cambridge University Press. This book was released on 2023-08-31 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shows how text mining - the art of counting words over time - spurs insights into politics, culture, and historical change.

Author : Michael W. Berry
Publisher : John Wiley & Sons
ISBN 13 : 9780470689653
Total Pages : 222 pages
Book Rating : 4.5X/5 ( download)

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Download or read book Text Mining written by Michael W. Berry and published by John Wiley & Sons. This book was released on 2010-02-25 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of techniques from machine learning, knowledge discovery, natural language processing and information retrieval to design computational models for automated text analysis and mining. This volume demonstrates how advancements in the fields of applied mathematics, computer science, machine learning, and natural language processing can collectively capture, classify, and interpret words and their contexts. As suggested in the preface, text mining is needed when “words are not enough.” This book: Provides state-of-the-art algorithms and techniques for critical tasks in text mining applications, such as clustering, classification, anomaly and trend detection, and stream analysis. Presents a survey of text visualization techniques and looks at the multilingual text classification problem. Discusses the issue of cybercrime associated with chatrooms. Features advances in visual analytics and machine learning along with illustrative examples. Is accompanied by a supporting website featuring datasets. Applied mathematicians, statisticians, practitioners and students in computer science, bioinformatics and engineering will find this book extremely useful.

Author : Jo Guldi
Publisher : Yale University Press
ISBN 13 : 0300264860
Total Pages : 600 pages
Book Rating : 4.69/5 ( download)

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Download or read book The Long Land War written by Jo Guldi and published by Yale University Press. This book was released on 2022-04-19 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: A definitive history of ideas about land redistribution, allied political movements, and their varied consequences around the world “An epic work of breathtaking scope and moral power, The Long Land War offers the definitive account of the rise and fall of land rights around the world over the last 150 years.” —Matthew Desmond, Pulitzer Prize–winning author of Evicted: Poverty and Profit in the American City Jo Guldi tells the story of a global struggle to bring food, water, and shelter to all. Land is shown to be a central motor of politics in the twentieth century: the basis of movements for giving reparations to formerly colonized people, protests to limit the rent paid by urban tenants, intellectual battles among development analysts, and the capture of land by squatters taking matters into their own hands. The book describes the results of state-engineered “land reform” policies beginning in Ireland in 1881 until U.S.-led interests and the World Bank effectively killed them off in 1974. The Long Land War provides a definitive narrative of land redistribution alongside an unflinching critique of its failures, set against the background of the rise and fall of nationalism, communism, internationalism, information technology, and free-market economics. In considering how we could make the earth livable for all, she works out the important relationship between property ownership and justice on a changing planet.

Author : Taeho Jo
Publisher : Springer
ISBN 13 : 331991815X
Total Pages : 373 pages
Book Rating : 4.50/5 ( download)

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Download or read book Text Mining written by Taeho Jo and published by Springer. This book was released on 2018-06-07 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management.

Author : Ronen Feldman
Publisher : Cambridge University Press
ISBN 13 : 0521836573
Total Pages : 423 pages
Book Rating : 4.79/5 ( download)

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Download or read book The Text Mining Handbook written by Ronen Feldman and published by Cambridge University Press. This book was released on 2007 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher description

Author : James Sanger
Publisher :
ISBN 13 : 9780511334498
Total Pages : 410 pages
Book Rating : 4.94/5 ( download)

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Download or read book The Text Mining Handbook written by James Sanger and published by . This book was released on 2005* with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
ISBN 13 : 1461432235
Total Pages : 527 pages
Book Rating : 4.34/5 ( download)

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Download or read book Mining Text Data written by Charu C. Aggarwal and published by Springer Science & Business Media. This book was released on 2012-02-03 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique scenarios where text mining algorithms are learned. Mining Text Data introduces an important niche in the text analytics field, and is an edited volume contributed by leading international researchers and practitioners focused on social networks & data mining. This book contains a wide swath in topics across social networks & data mining. Each chapter contains a comprehensive survey including the key research content on the topic, and the future directions of research in the field. There is a special focus on Text Embedded with Heterogeneous and Multimedia Data which makes the mining process much more challenging. A number of methods have been designed such as transfer learning and cross-lingual mining for such cases. Mining Text Data simplifies the content, so that advanced-level students, practitioners and researchers in computer science can benefit from this book. Academic and corporate libraries, as well as ACM, IEEE, and Management Science focused on information security, electronic commerce, databases, data mining, machine learning, and statistics are the primary buyers for this reference book.

Author : Henning Wachsmuth
Publisher : Springer
ISBN 13 : 3319257412
Total Pages : 302 pages
Book Rating : 4.19/5 ( download)

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Download or read book Text Analysis Pipelines written by Henning Wachsmuth and published by Springer. This book was released on 2015-12-02 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph proposes a comprehensive and fully automatic approach to designing text analysis pipelines for arbitrary information needs that are optimal in terms of run-time efficiency and that robustly mine relevant information from text of any kind. Based on state-of-the-art techniques from machine learning and other areas of artificial intelligence, novel pipeline construction and execution algorithms are developed and implemented in prototypical software. Formal analyses of the algorithms and extensive empirical experiments underline that the proposed approach represents an essential step towards the ad-hoc use of text mining in web search and big data analytics. Both web search and big data analytics aim to fulfill peoples’ needs for information in an adhoc manner. The information sought for is often hidden in large amounts of natural language text. Instead of simply returning links to potentially relevant texts, leading search and analytics engines have started to directly mine relevant information from the texts. To this end, they execute text analysis pipelines that may consist of several complex information-extraction and text-classification stages. Due to practical requirements of efficiency and robustness, however, the use of text mining has so far been limited to anticipated information needs that can be fulfilled with rather simple, manually constructed pipelines.

Author : Michael W. Berry
Publisher :
ISBN 13 : 9781475743067
Total Pages : 264 pages
Book Rating : 4.68/5 ( download)

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Download or read book Survey of Text Mining written by Michael W. Berry and published by . This book was released on 2014-01-15 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: