Data Science for Librarians

Data Science for Librarians
Author: Yunfei Du
Publisher: Bloomsbury Publishing USA
Total Pages: 169
Release: 2020-03-26
Genre: Language Arts & Disciplines
ISBN:

This unique textbook intersects traditional library science with data science principles that readers will find useful in implementing or improving data services within their libraries. Data Science for Librarians introduces data science to students and practitioners in library services. Writing for academic, public, and school library managers; library science students; and library and information science educators, authors Yunfei Du and Hammad Rauf Khan provide a thorough overview of conceptual and practical tools for data librarian practice. Partially due to how quickly data science evolves, libraries have yet to recognize core competencies and skills required to perform the job duties of a data librarian. As society transitions from the information age into the era of big data, librarians and information professionals require new knowledge and skills to stay current and take on new job roles, such as data librarianship. Such skills as data curation, research data management, statistical analysis, business analytics, visualization, smart city data, and learning analytics are relevant in library services today and will become increasingly so in the near future. This text serves as a tool for library and information science students and educators working on data science curriculum design.

Data Science for Librarians

Data Science for Librarians
Author: Yunfei Du
Publisher: Libraries Unlimited
Total Pages: 0
Release: 2020-03-26
Genre: Computers
ISBN: 1440871213

More data, more problems -- A new strand of librarianship -- Data creation and collection -- Data for the academic librarian -- Research data services and the library ecosystem -- Data sources -- Data curation (archiving/preservation) -- Data storage, management, and retrieval -- Data analysis and visualization -- Data ethics and policies -- Data for public libraries and special libraries -- Conclusion: library, information, and data science.

Hands-On Data Science for Librarians

Hands-On Data Science for Librarians
Author: Sarah Lin
Publisher: CRC Press
Total Pages: 199
Release: 2023-05-09
Genre: Business & Economics
ISBN: 1000863174

Librarians understand the need to store, use and analyze data related to their collection, patrons and institution, and there has been consistent interest over the last 10 years to improve data management, analysis, and visualization skills within the profession. However, librarians find it difficult to move from out-of-the-box proprietary software applications to the skills necessary to perform the range of data science actions in code. This book will focus on teaching R through relevant examples and skills that librarians need in their day-to-day lives that includes visualizations but goes much further to include web scraping, working with maps, creating interactive reports, machine learning, and others. While there’s a place for theory, ethics, and statistical methods, librarians need a tool to help them acquire enough facility with R to utilize data science skills in their daily work, no matter what type of library they work at (academic, public or special). By walking through each skill and its application to library work before walking the reader through each line of code, this book will support librarians who want to apply data science in their daily work. Hands-On Data Science for Librarians is intended for librarians (and other information professionals) in any library type (public, academic or special) as well as graduate students in library and information science (LIS). Key Features: Only data science book available geared toward librarians that includes step-by-step code examples Examples include all library types (public, academic, special) Relevant datasets Accessible to non-technical professionals Focused on job skills and their applications

Handbook of Research on Academic Libraries as Partners in Data Science Ecosystems

Handbook of Research on Academic Libraries as Partners in Data Science Ecosystems
Author: Mani, Nandita S.
Publisher: IGI Global
Total Pages: 415
Release: 2022-05-06
Genre: Language Arts & Disciplines
ISBN: 1799897044

Beyond providing space for data science activities, academic libraries are often overlooked in the data science landscape that is emerging at academic research institutions. Although some academic libraries are collaborating in specific ways in a small subset of institutions, there is much untapped potential for developing partnerships. As library and information science roles continue to evolve to be more data-centric and interdisciplinary, and as research using a variety of data types continues to proliferate, it is imperative to further explore the dynamics between libraries and the data science ecosystems in which they are a part. The Handbook of Research on Academic Libraries as Partners in Data Science Ecosystems provides a global perspective on current and future trends concerning the integration of data science in libraries. It provides both a foundational base of knowledge around data science and explores numerous ways academicians can reskill their staff, engage in the research enterprise, contribute to curriculum development, and help build a stronger ecosystem where libraries are part of data science. Covering topics such as data science initiatives, digital humanities, and student engagement, this book is an indispensable resource for librarians, information professionals, academic institutions, researchers, academic libraries, and academicians.

The Medical Library Association Guide to Data Management for Librarians

The Medical Library Association Guide to Data Management for Librarians
Author: Lisa Federer
Publisher: Rowman & Littlefield
Total Pages: 243
Release: 2016-09-15
Genre: Language Arts & Disciplines
ISBN: 1442264284

Technological advances and the rise of collaborative, interdisciplinary approaches have changed the practice of research. The 21st century researcher not only faces the challenge of managing increasingly complex datasets, but also new data sharing requirements from funders and journals. Success in today’s research enterprise requires an understanding of how to work effectively with data, yet most researchers have never had any formal training in data management. Libraries have begun developing services and programs to help researchers meet the demands of the data-driven research enterprise, giving librarians exciting new opportunities to use their expertise and skills. The Medical Library Association Guide to Data Management for Librarians highlights the many ways that librarians are addressing researchers’ changing needs at a variety of institutions, including academic, hospital, and government libraries. Each chapter ends with “pearls of wisdom,” a bulleted list of 5-10 takeaway messages from the chapter that will help readers quickly put the ideas from the chapter into practice. From theoretical foundations to practical applications, this book provides a background for librarians who are new to data management as well as new ideas and approaches for experienced data librarians.

Digital Libraries: The Era of Big Data and Data Science

Digital Libraries: The Era of Big Data and Data Science
Author: Michelangelo Ceci
Publisher: Springer Nature
Total Pages: 189
Release: 2020-01-22
Genre: Computers
ISBN: 3030399052

This book constitutes the thoroughly refereed proceedings of the 16th Italian Research Conference on Digital Libraries, IRCDL 2020, held in Bari, Italy, in January 2020. The 12 full papers and 6 short papers presented were carefully selected from 26 submissions. The papers are organized in topical sections on information retrieval, bid data and data science in DL; cultural heritage; open science.

Informatics Education in Healthcare

Informatics Education in Healthcare
Author: Eta S. Berner
Publisher: Springer Nature
Total Pages: 308
Release: 2020-10-19
Genre: Medical
ISBN: 3030538133

This heavily revised second edition defines the current state of the art for informatics education in medicine and healthcare. This field has continued to undergo considerable changes as the field of informatics continues to evolve. The book features extensively revised chapters addressing the latest developments in areas including relevant informatics concepts for those who work in health information technology and those teaching informatics courses in clinical settings, techniques for teaching informatics with limited resources, and the use of online modalities in bioinformatics research education. New topics covered include how to get appropriate accreditation for an informatics program, data science and bioinformatics education, and undergraduate health informatics education. Informatics Education in Healthcare: Lessons Learned addresses the broad range of informatics education programs and available techniques for teaching informatics. It therefore provides a valuable reference for all involved in informatics education.

Academic Librarianship Today

Academic Librarianship Today
Author: Todd Gilman
Publisher: Rowman & Littlefield
Total Pages: 262
Release: 2017-02-02
Genre: Language Arts & Disciplines
ISBN: 1442278765

Intended for use by both librarians and students in LIS programs, Academic Librarianship Today is the most current, comprehensive overview of the field available today. Key features include: Each chapter was commissioned specifically for this new book, and the authors are highly regarded academic librarians or library school faculty— or both Cutting-edge topics such as open access, copyright, digital curation and preservation, emerging technologies, new roles for academic librarians, cooperative collection development and resource sharing, and patron-driven acquisitions are explored in depth Each chapter ends with thought-provoking questions for discussion and carefully constructed assignments that faculty can assign or adapt for their courses The book begins with Gilman’s introduction, an overview that briefly synthesizes the contents of the contributors’ chapters by highlighting major themes. The main part of the book is organized into three parts: The Academic Library Landscape Today, Academic Librarians and Services Today, and Changing Priorities, New Directions.

The Expert Library

The Expert Library
Author: Scott Walter
Publisher: Assoc of Cllge & Rsrch Libr
Total Pages: 391
Release: 2010
Genre: Language Arts & Disciplines
ISBN: 0838985513

In the midst of a decade of extraordinary change in academic libraries--change driven by information technology, new approaches to teaching and learning, new models for scholarly communication, and new expectations for the ways we will discover, share, and make use of information--there is nothing so important to the future of the library and its continued place at the heart of the academic enterprise than its people and the expertise that they bring to the design, development, and delivery of library services. What will those services be, and who will provide them? The Expert Library provides an overview of the changing dynamics entailed in recruiting and retaining academic library professionals for the 21st century and contains fresh thinking and insights into what will be required to ensure continued library relevance and success through its people. --Publisher's description.