Artificial Intelligence and Machine Learning in Libraries

Artificial Intelligence and Machine Learning in Libraries
Author: Jason Griffey
Publisher: ALA TechSource
Total Pages: 29
Release: 2019-01-01
Genre: Language Arts & Disciplines
ISBN: 9780838918142

This issue of Library Technology Reports argues that the near future of library work will be enormously impacted and perhaps forever changed as a result of artificial intelligence (AI) and machine learning systems becoming commonplace.

Challenges and Opportunities to Develop Organizations Through Creativity, Technology and Ethics

Challenges and Opportunities to Develop Organizations Through Creativity, Technology and Ethics
Author: Silvia L. Fotea
Publisher: Springer Nature
Total Pages: 397
Release: 2020-06-11
Genre: Business & Economics
ISBN: 3030434494

This proceedings volume provides a multifaceted perspective on current challenges and opportunities that organizations face in their efforts to develop and grow in an ever more complex environment. Featuring selected contributions from the 2019 Griffiths School of Management Annual Conference (GSMAC) on Business, Entrepreneurship and Ethics, this book focuses on the role of creativity, technology and ethics in facilitating the transformation organizations need in order to be ready for the future and succeed. Growth and development have always been imperative for people, organizations, and societies and a relevant topic in the management sciences. Globalization, along with dramatic changes in social, cultural, and technological progress, are the main factors that determine the current conditions for development, putting forth a new set of challenges and opportunities that are putting pressure on organisations to adapt. Although technology and creativity seem to be the mantra for success in this new context, issues around the ethics of these two factors also seem to be crucial to the sustainability of growth in organizations. Featuring contributions on topics such as academic marketing, technology in healthcare organizations, ethical issues in hospitality, artificial intelligence and data mining, this book provides research and tools for students, professors, practitioners and policy makers in the fields of business, management, public administration and sociology.

Managing and Adapting Library Information Services for Future Users

Managing and Adapting Library Information Services for Future Users
Author: Osuigwe, Nkem Ekene
Publisher: IGI Global
Total Pages: 284
Release: 2019-11-22
Genre: Language Arts & Disciplines
ISBN: 1799811182

Information in today’s modernized world has become much more attainable with the use of technology. A resource that has fallen victim to this are library services. What was once a staple of knowledge and communication has failed to keep pace with recent advancements in information service providers. Library practitioners need to learn how to manage change, build influence, and adapt their services to remain relevant within local communities. Libraries can continue to play a key role in future aspects of information provision, but proper research is a necessity. Managing and Adapting Library Information Services for Future Users is a collection of innovative research that encapsulates practices, concepts, ideas, and proposals that would chart pathways for libraries of all types to envision and understand how to thrive and remain relevant in the competitive information provision environment. It is expected to motivate librarians and information scientists to probe further into how libraries would better serve user communities of the 21st century who have options of accessing information from sources other than from libraries. While highlighting topics including artificial intelligence, human design thinking, and alternative finance, this book is ideally designed for librarians, information specialists, architects, data scientists, researchers, community development practitioners, policymakers, faculty members, and students seeking current research on emerging advancements in library optimization.

Artificial Intelligence, Machine Learning, and Deep Learning

Artificial Intelligence, Machine Learning, and Deep Learning
Author: Oswald Campesato
Publisher: Mercury Learning and Information
Total Pages: 306
Release: 2020-01-23
Genre: Computers
ISBN: 1683924665

This book begins with an introduction to AI, followed by machine learning, deep learning, NLP, and reinforcement learning. Readers will learn about machine learning classifiers such as logistic regression, k-NN, decision trees, random forests, and SVMs. Next, the book covers deep learning architectures such as CNNs, RNNs, LSTMs, and auto encoders. Keras-based code samples are included to supplement the theoretical discussion. In addition, this book contains appendices for Keras, TensorFlow 2, and Pandas. Features: Covers an introduction to programming concepts related to AI, machine learning, and deep learning Includes material on Keras, TensorFlow2 and Pandas

A First Course in Machine Learning

A First Course in Machine Learning
Author: Simon Rogers
Publisher: CRC Press
Total Pages: 428
Release: 2016-10-14
Genre: Computers
ISBN: 1498738540

Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations Covers modern machine learning research and techniques Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models Offers Python, R, and MATLAB code on accompanying website: http://www.dcs.gla.ac.uk/~srogers/firstcourseml/"

The Rise of Ai:

The Rise of Ai:
Author: Sandy Hervieux
Publisher: Assoc of College & Research Libraries
Total Pages: 220
Release: 2022-05-02
Genre:
ISBN: 9780838939116

Librarians are uniquely positioned to rise to the challenge that artificial intelligence (AI) presents to the field. Libraries and their like have existed for millennia; they progress with society, altering and adapting their services to meet the information needs of their communities. The Rise of AI collects projects, collaborations, and future uses from academic librarians who have begun to embrace AI in their work. In three parts--User Services, Collections and Discovery, and Toward Future Applications--it explores: machine translation creating incubation spaces robotics combining information literacy initiatives with AI literacy fostering partnerships with other on-campus groups integrating AI technology into collections to enhance discoverability using AI to refine metadata for images, articles, and theses machine learning The Rise of AI introduces implications and applications of artificial intelligence in academic libraries and hopes to provoke conversations and inspire new ways of engaging with the technology. As the discussion surrounding ethics, bias, and privacy in AI continues to grow, librarians will be called to make informed decisions and position themselves as leaders in this discourse.

The Age of Intelligent Machines

The Age of Intelligent Machines
Author: Ray Kurzweil
Publisher: Cambridge, Mass. : MIT Press
Total Pages: 565
Release: 1992
Genre: Computers
ISBN: 9780262610797

Comparing the human brain with so-called artificial intelligence, the author probes past, present, and future attempts to create machine intelligence

Applications of Artificial Intelligence in Libraries

Applications of Artificial Intelligence in Libraries
Author: Iman Khamis
Publisher:
Total Pages: 0
Release: 2024-05-06
Genre: Computers
ISBN:

With the constant evolution of technology, libraries must grapple with the urgent need to adapt or face obsolescence. The integration of artificial intelligence (AI) into library operations presents many new opportunities as well as a complex array of challenges. The traditional roles of libraries, as pillars of knowledge and information, are being reshaped by AI, compelling institutions to reassess their relevance in an ever-evolving digital landscape. The urgency of this intersection between libraries and AI is emphasized by the necessity to revolutionize outdated systems, and it is in this dynamic context that Applications of Artificial Intelligence in Libraries emerges as an essential guide. Applications of Artificial Intelligence in Libraries offers a comprehensive exploration of the multifaceted integration of AI into library operations and services. This book goes beyond theoretical discourse, providing real-world case studies, practical implementations, and research that illustrates how AI is reshaping cataloging, resource discovery, user interactions, and data management within library environments. For librarians and AI professionals alike, the challenges are diverse, ranging from ethical considerations and privacy concerns to the complex task of incorporating AI into the fabric of library services. The book addresses the ethical implications of AI-enabled libraries, offering strategies for navigating privacy concerns and potential challenges in the implementation of AI. It serves as a strategic guide for evaluating the impact and effectiveness of AI initiatives, developing policies and practices centered around AI, and training librarians for the inevitable integration of AI into their roles. By fostering collaboration between librarians, researchers, and AI experts, this book aims to empower professionals to navigate the transformative journey that AI is ushering in for libraries, fostering innovation, collaboration, and the creation of more effective and user-centric library services.

Law Librarianship in the Age of AI

Law Librarianship in the Age of AI
Author: Ellyssa Kroski
Publisher: American Library Association
Total Pages: 212
Release: 2020-04-06
Genre: Language Arts & Disciplines
ISBN: 0838946321

Written by leading practitioners and visionaries like Robert Ambrogi, this groundbreaking survey of current practices and future trends offers an incisive examination of the evolving roles for law librarians.

Law Librarianship in the Age of AI

Law Librarianship in the Age of AI
Author: Ellyssa Kroski
Publisher:
Total Pages:
Release: 2019
Genre: Artificial intelligence
ISBN: 9780838946343

"This book will help law librarians prepare their firms and scholars for the dramatic changes promised by AI"--