Informed Learning Applications
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Informed Learning Applications
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Author : Kim L. Ranger
language : en
Publisher: Emerald Group Publishing
Release Date : 2019-08-26
Informed Learning Applications written by Kim L. Ranger and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-26 with Language Arts & Disciplines categories.
Informed Learning Applications is the latest volume of rigorous research in the Advances in Librarianship series. Edited by experienced librarian Kim L. Ranger, the eight contributions to this volume describe various practices extending Christine Bruce's informed learning theory across a range of educational spaces.
Informed Learning Applications
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Author : Kim L. Ranger
language : en
Publisher: Emerald Group Publishing
Release Date : 2019-08-26
Informed Learning Applications written by Kim L. Ranger and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-26 with Language Arts & Disciplines categories.
Informed Learning Applications is the latest volume of rigorous research in the Advances in Librarianship series. Edited by experienced librarian Kim L. Ranger, the eight contributions to this volume describe various practices extending Christine Bruce's informed learning theory across a range of educational spaces.
Recent Advances In Deep Learning Applications
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Author : Uche Onyekpe
language : en
Publisher: CRC Press
Release Date : 2025-11-19
Recent Advances In Deep Learning Applications written by Uche Onyekpe and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-19 with Computers categories.
This book presents a collection of rigorously revised papers selected from the 22nd IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2023). It focuses on deep learning architectures and their applications in domains such as health care, security and threat detection, education, fault diagnosis, and robotic control in industrial environments. Novel ways of using convolutional neural networks, transformers, autoencoders, graph-based neural networks, and large language models for the above applications are covered in this book. Readers will find insights to help them realize novel ways of using deep learning architectures and models in real-world applications and contexts, making this book an essential reference guide for academic researchers, professionals, software engineers in the industry, and innovative product developers. Key Features: Presents state-of-the-art research on deep learning Covers modern real-world applications of deep learning Provides value to students, academic researchers, professionals, software engineers in the industry, and innovative product developers
Knowledge Guided Machine Learning
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Author : Anuj Karpatne
language : en
Publisher: CRC Press
Release Date : 2022-08-15
Knowledge Guided Machine Learning written by Anuj Karpatne and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-15 with Business & Economics categories.
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of limited training data and generalize to unseen scenarios. As a result, there is a growing interest in the scientific community on creating a new generation of methods that integrate scientific knowledge in ML frameworks. This emerging field, called scientific knowledge-guided ML (KGML), seeks a distinct departure from existing "data-only" or "scientific knowledge-only" methods to use knowledge and data at an equal footing. Indeed, KGML involves diverse scientific and ML communities, where researchers and practitioners from various backgrounds and application domains are continually adding richness to the problem formulations and research methods in this emerging field. Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data provides an introduction to this rapidly growing field by discussing some of the common themes of research in KGML using illustrative examples, case studies, and reviews from diverse application domains and research communities as book chapters by leading researchers. KEY FEATURES First-of-its-kind book in an emerging area of research that is gaining widespread attention in the scientific and data science fields Accessible to a broad audience in data science and scientific and engineering fields Provides a coherent organizational structure to the problem formulations and research methods in the emerging field of KGML using illustrative examples from diverse application domains Contains chapters by leading researchers, which illustrate the cutting-edge research trends, opportunities, and challenges in KGML research from multiple perspectives Enables cross-pollination of KGML problem formulations and research methods across disciplines Highlights critical gaps that require further investigation by the broader community of researchers and practitioners to realize the full potential of KGML
Global Action For School Libraries
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Author : Barbara Schultz-Jones
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2022-10-03
Global Action For School Libraries written by Barbara Schultz-Jones and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-03 with Language Arts & Disciplines categories.
This book focuses on inquiry-based teaching, one of the five vital aspects of the instructional work of school librarians identified in the second edition of the IFLA School Library Guidelines (2015). Effective implementation of inquiry-based teaching and learning requires a consistent instructional approach, based on a model of inquiry that is built upon foundations of research and best practice. The book explains the importance and significance of inquiry as a process of learning; outlines the research underpinning this process of learning; describes ways in which models of inquiry have been developed; provides recommendations for implementing the use of such models; and demonstrates how the other core instructional activities of school librarians, such as literacy and reading promotion, media and information literacy instruction, technology integration and professional development of teachers, can be integrated into inquiry. Inquiry-based learning is part of “learning to be a learner,” a lifelong pursuit involving finding and using information. Inquiry develops the skills and understandings that learners need in new information environments, whether that be as students in post-secondary institutions, as producers and creators in workplaces, or as citizens in communities. Through inquiry-based teaching, school librarians help students to build the essential skills and understandings needed for dealing with complex learning challenges, including analysis, critical thinking, and problem solving. In this book, special attention is given to the development of students’ metacognitive abilities, which are essential to their becoming life-long and life-wide learners.
Applied Graph Data Science
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Author : Pethuru Raj
language : en
Publisher: Elsevier
Release Date : 2025-01-27
Applied Graph Data Science written by Pethuru Raj and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Computers categories.
Applied Graph Data Science: Graph Algorithms and Platforms, Knowledge Graphs, Neural Networks, and Applied Use Cases delineates how graph data science significantly empowers the application of data science. The book discusses the emerging paradigm of graph data science in detail along with its practical research and real-world applications. Readers will be enriched with the knowledge of graph data science, graph analytics, algorithms, databases, platforms, and use cases across a variety of research and topics and applications. This book also presents how graphs are used as a programming language, especially demonstrating how Sleptsov Net Computing can contribute as an entirely graphical concurrent processing language for supercomputers. Graph data science is emerging as an expressive and illustrative data structure for optimally representing a variety of data types and their insightful relationships. These data structures include graph query languages, databases, algorithms, and platforms. From here, powerful analytics methods and machine learning/deep learning (ML/DL) algorithms are quickly evolving to analyze and make sense out of graph data. As a result, ground-breaking use cases across scientific research topics and industry verticals are being developed using graph data representation and manipulation. A wide range of complex business and scientific research requirements are efficiently represented and solved through graph data analysis, and Applied Graph Data Science: Graph Algorithms and Platforms, Knowledge Graphs, Neural Networks, and Applied Graph Data Science gives readers both the conceptual foundations and technical methods for applying these powerful techniques. - Provides comprehensive coverage of the emerging paradigm of graph data science and its real-world applications - Gives readers practical guidance on how to approach and solve complex data analysis problems using graph data science, with an emphasis on deep analysis techniques including graph neural networks (GNNs), machine learning, algorithms, graph databases, and graph query languages - Covers extended graph models such as bipartite directed graphs of place-transition nets, graphs with dynamical processes defined on them - Petri and Sleptsov nets, and graphs as programming languages - Presents all the key tools and techniques as well as the foundations of graph theory, including mathematical concepts, research, and graph analytics
Addressing Climate Change Through Socially Responsible Business Transformation
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Author : Hashmi, Gulen
language : en
Publisher: IGI Global
Release Date : 2026-01-22
Addressing Climate Change Through Socially Responsible Business Transformation written by Hashmi, Gulen and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-22 with Business & Economics categories.
Climate change is no longer a distant environmental concern but an urgent global challenge that demands action from every sector of society, especially the business community. As major contributors to resource consumption, companies hold both the responsibility and the power to drive meaningful change. Addressing climate change through socially responsible business transformation requires rethinking traditional models of growth and profit to prioritize sustainability and long-term value for people and the planet. By integrating environmental resources and social responsibility into core strategies, businesses can not only reduce their climate impact. Addressing Climate Change Through Socially Responsible Business Transformation explores how businesses can change through sustainable practices. It examines industry practices sustainable business transformation. Covering topics such as climate change, business administration, and social responsibility, this book is an excellent resource for business educators, academicians, researchers, environmental scientists, and graduate students.
Producing Shared Understanding For Digital And Social Innovation
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Author : Faye Miller
language : en
Publisher: Springer Nature
Release Date : 2020-09-03
Producing Shared Understanding For Digital And Social Innovation written by Faye Miller and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-03 with Education categories.
In the Anthropocene age there is a need for unifying the relationships between people, planet and technology, their interactions, experiences and impacts across ecosystems. In response to this need, this book introduces unifying bridging concepts informational waves and transdisciplinary resonance towards producing shared understanding. This book also presents emerging methods for transdisciplinary projects focusing on moments, paradoxes and dialogues for digital social innovation and sustainable development partnership goals for improving quality of life. Shared understanding is about how people from different fields and perspectives are communicating, curating, embodying, intuiting and reflecting on shared responsibilities within social ecologies. As a guide to co-designing for information experiences that create meaningful moments of shared understanding, the author illuminates essential transferable, lateral mindsets and soft skills: knowing the gaps through imagination, creativity, listening and noticing, and bridging the gaps through problem emergence, multiple stakeholders, informed learning and personal change.
The Solo Librarian
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Author : Lucy Roper
language : en
Publisher: Elsevier
Release Date : 2024-06-18
The Solo Librarian written by Lucy Roper and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-18 with Language Arts & Disciplines categories.
Becoming a solo librarian may be a daunting prospect. From collections to cataloguing, classifying to copyright, whether the individual is a solo librarian, within a small team with limited help, or working in a larger library or information hub, the range of tasks involved will remain the same. Whilst being a solo librarian does have its fair share of challenges that can include juggling multiple tasks and time management, marketing and embracing the ever-changing technologies and upcoming social media channels, and effectively managing the feeling of being isolated, there are also many advantages. With the author having been through the education process and gained work experience, information professionals will have already picked up many transferrable skills and identified some key aspects when it comes to accessing, using, and running a library. By being intellectually curious, embracing ever-changing technologies, enjoying learning and knowledge creation, and working alongside non-library colleagues, it is likely that information professionals are organised, can manage their time effectively, enjoy helping others by sharing and promoting library and information services, and will stay engaged as a team of one. As a solo librarian herself and a book not being available on the topic, she has decided to write one – which covers the lessons learnt, and templates created in order to assist others) that find themselves in a similar role &/or a small team with limited help. This Internationally applicable and practical handbook will follow a yearly planner and shows a timeline of key activities that happen throughout, in this instance, an academic year and include the following examples: - Acquisitions, cataloguing, updating library guidance (before academic year start - September) - Student and Staff Inductions (September/October) - Quarterly Business Review to review updates and library usage (Oct – Dec) - Library cover over student/staff holiday period (Dec) - Quarterly Business Review (Jan – Mar) - Quality standard(s) re-accreditation (April) - Research methods/study skills webinars (April) - Library cover over student holiday period (April) - Quarterly Business Review (April –June) - Copyright Audit (May) - Copyright Academic Rollover (June) - Quarterly Business Review (July –Sept) - Yearly e-Library review (July) - Financial Review (July) - Student Survey Results (July) - Library cover over student holiday period (August/September) Appendices will include a condensed version of 'Lucy the Librarian top tips for successful solo librarianship' (Note: Chapter 4 of the publication will expand on key elements and provide contextual examples) as well as providing templates and guidance notes that will be made available to download and used to aid those working in information, knowledge, libraries and related disciplines, whether based within the UK or around the world. The idea behind this practical handbook, therefore, is to provide guidance and templates to cover: - Understanding the roles and responsibilities of a solo librarian - Identifying library user needs, - Benchmarking, - Forming a clear structure – for Physical and Online Libraries, - Acquisitions and financial management, - Classification and cataloguing, - Archives and records management, - Copyright (incl. Referencing and Plagiarism), Intellectual Property, and Licensing, - Communications and promotion, - Where to access further Information, Advice, and Guidance, and more.
Tele Learning In A Digital World
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Author : Betty Collis
language : en
Publisher: Itp New Media
Release Date : 1996
Tele Learning In A Digital World written by Betty Collis and has been published by Itp New Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Education categories.
"The technology that allows the communication of ideas and information through an electronic medium (such as a computer or a television) has transformed when, where and how we learn. This book shows that tele-learning - making connections between people and resources by sending and receiving signals through carriers such as wire, cables and air, for learning-related purposes - is a multi-faceted phenomenon, using and affecting many different types of people, and offering us a special opportunity to develop new pedagogies and improve old ways of learning." "Tele-learning in a Digital World takes a thematic approach: It examines the many scenarios where tele-learning occurs, such as distance education, online situations (the Internet and the World Wide Web), professional development via application sharing, and more, than discusses those involved in tele-learning - from parents and teachers to professionals in education and telecommunications - and their major roles. It then reviews current pedagogical practice and identifies the new opportunities for improved learning brought by 'tele-technology'."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved