Manika Lamba,Margam Madhusudhan
Text Mining for Information Professionals: An Uncharted Territory
Text Mining for Information Professionals: An Uncharted Territory
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This book provides a practical approach to text mining and its applications in libraries through case studies,use cases,and stories. It offers a theoretical framework and interactive virtual environment for hands-on practice. It is a valuable resource for library professionals,archivists,digital curators,and humanities and social science professionals.
Format: Paperback / softback
Length: 356 pages
Publication date: 22 April 2022
Publisher: Springer Nature Switzerland AG
This comprehensive book delves into a fundamental theoretical framework, presenting a practical approach to the challenges, solutions, and applications of text mining across diverse fields. Spanning 11 chapters, it showcases 14 captivating case studies, exploring 8 distinct text mining and visualization methodologies. Additionally, 17 captivating stories are included, offering a rich narrative perspective. Furthermore, the book maintains a dedicated website and GitHub account, providing an invaluable resource for readers. These resources include code, data, and notebooks for the case studies, a comprehensive summary of the stories shared by librarians and faculty, and hyperlinks to access an interactive virtual RStudio/Jupyter Notebook environment. This innovative virtual environment enables hands-on practice of text mining techniques in the cloud, eliminating the need for software installation. From exploring the diverse types and forms of data to examining case studies demonstrating the practical application of each text mining approach on data sourced from various resources, this book serves as a vital resource for library professionals seeking to leverage text mining in their libraries. Moreover, it is an essential guide for archivists, digital curators, and humanities and social science professionals seeking to grasp the core principles of text data, text mining, and the wide array of tools and techniques available to address and visualize their research inquiries.
Weight: 569g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030850845
Edition number: 1st ed. 2022
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