Practical Data Science For Information Professionals
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Practical Data Science for Information Professionals
Practical Data Science for Information Professionals provides an accessible introduction to a potentially complex field, providing readers with an overview of data science and a framework for its application. It provides detailed examples and analysis on real data sets to explore the basics of the subject in three principle areas: clustering and social network analysis; predictions and forecasts; and text analysis and mining. As well as highlighting a wealth of user-friendly data science tools, the book also includes some example code in two of the most popular programming languages (R and Python) to demonstrate the ease with which the information professional can move beyond the graphical user interface and achieve significant analysis with just a few lines of code. After reading, readers will understand: · the growing importance of data science · the role of the information professional in data science · some of the most important tools and methods that information professionals can use. Bringing together the growing importance of data science and the increasing role of information professionals in the management and use of data, Practical Data Science for Information Professionals will provide a practical introduction to the topic specifically designed for the information community. It will appeal to librarians and information professionals all around the world, from large academic libraries to small research libraries. By focusing on the application of open source software, it aims to reduce barriers for readers to use the lessons learned within.
Practical Ontologies for Information Professionals
Practical Ontologies for Information Professionals provides an accessible introduction and exploration of ontologies and demonstrates their value to information professionals. More data and information is being created than ever before. Ontologies, formal representations of knowledge with rich semantic relationships, have become increasingly important in the context of today’s information overload and data deluge. The publishing and sharing of explicit explanations for a wide variety of conceptualizations, in a machine readable format, has the power to both improve information retrieval and discover new knowledge. Information professionals are key contributors to the development of new, and increasingly useful, ontologies. Practical Ontologies for Information Professionals provides an accessible introduction to the following: • defining the concept of ontologies and why they are increasingly important to information professionals • ontologies and the semantic web • existing ontologies, such as RDF, RDFS, SKOS, and OWL2 • adopting and building ontologies, showing how to avoid repetition of work and how to build a simple ontology • interrogating ontologies for reuse • the future of ontologies and the role of the information professional in their development and use. Readership: This book will be useful reading for information professionals in libraries and other cultural heritage institutions who work with digitalization projects, cataloguing and classification and information retrieval. It will also be useful to LIS students who are new to the field.
Reference and Information Services
Author: Melissa A. Wong
language: en
Publisher: Bloomsbury Publishing USA
Release Date: 2024-08-22
Written as a textbook for LIS students taking reference courses, this fully updated and revised seventh edition of Reference and Information Services: An Introduction also serves as a helpful handbook for practitioners to refamiliarize themselves with particular types and formats of sources and to refresh their knowledge on specific service topics. The first section grounds the rest of the textbook with an overview of the foundations of reference and an introduction to the theories, values, and standards that guide reference service. The second section provides an overview of reference services and techniques for service provision, establishing a foundation of knowledge on reference service and extending ethical and social justice perspectives. The third part offers an overview of the information life cycle and dissemination of information, followed by an in-depth examination of information sources by type as well as by broad subject areas. Finally, the concluding section guides the reader through the process of developing and maintaining their own vision of reference practice. This textbook is essential reading for all preservice and working librarians, particularly those concerned with ethical and social justice perspectives on reference work.