Institutional Guide To Using Ai For Research
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Institutional Guide To Using Ai For Research
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Author : Xue Zhou
language : en
Publisher: Springer Nature
Release Date : 2025-07-21
Institutional Guide To Using Ai For Research written by Xue Zhou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-21 with Education categories.
This book provides a comprehensive exploration of the integration of artificial intelligence (AI) into academic research, specifically tailored for higher education institutions and postgraduate research (PGR) students. It addresses the unique challenges and opportunities that these institutions and students encounter when incorporating AI into research. The work emphasises practical case studies, step-by-step guides on AI tools and techniques, ethical considerations in AI usage, and features contributions from experts across various disciplines. Following the introduction, the book delves into the specifics of how AI can enhance academic research such as literature review, data analysis and interpretation, and assistance in academic writing across different disciplines. The wide range of topics introduced in this book is supported by practical examples and guidance. This book also explores the landscape of current AI applications in research, the methodologies for effectively leveraging AI technologies, and the critical ethical dimensions of AI work. The importance of interdisciplinary collaboration in expanding the use of AI in research is covered in this book by drawing on expert insights to provide a rich, multifaceted understanding of the potential of AI in academia. The combination of topics in this book can empower PGR students to navigate the complexities of AI in their research. The book is a much-needed compilation prepared by leading scholars in the field of digital technology to help PGRs, as well as decision-makers, determine the best ways to integrate and use AI tools in research.
Using Ai In Academic Writing And Research
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Author : Eldar Haber
language : en
Publisher: Springer Nature
Release Date : 2025-05-24
Using Ai In Academic Writing And Research written by Eldar Haber and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-24 with Social Science categories.
This book comprehensively explores how AI tools can revolutionize academic writing, research, grant proposals, and educational practices. With a focus on practical applications, ethical considerations, and future trends, the book serves as an indispensable roadmap for academics, researchers, and educators eager to integrate AI into their work. Whether you're looking to enhance your research capabilities, craft compelling grant proposals, personalize learning experiences, or lead your institution into the future, this book provides the insights and tools necessary to navigate and shape the AI-enhanced landscape of academia. It demonstrates how to redefine scholarly work with cutting-edge AI innovations through real-life, practical examples, yet keeping the level of generalization high enough to keep it relevant for a few years. By balancing specific, actionable insights with broader perspectives, this book equips readers to not only adapt to but actively influence the evolving role of AI in higher education, research, and funding acquisition, ensuring its value as a resource both now and in the coming years.
Guidance For Generative Ai In Education And Research
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Author : Holmes, Wayne
language : en
Publisher: UNESCO Publishing
Release Date : 2023-09-08
Guidance For Generative Ai In Education And Research written by Holmes, Wayne and has been published by UNESCO Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-08 with Political Science categories.
Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks. The absence of national regulations on GenAI in most countries leaves the data privacy of users unprotected and educational institutions largely unprepared to validate the tools. UNESCO's first global guidance on GenAI in education aims to support countries to implement immediate actions, plan long-term policies and develop human capacity to ensure a human-centred vision of these new technologies. The Guidance presents an assessment of potential risks GenAI could pose to core humanistic values that promote human agency, inclusion, equity, gender equality, and linguistic and cultural diversities, as well as plural opinions and expressions. It proposes key steps for governmental agencies to regulate the use of GenAI tools including mandating the protection of data privacy and considering an age limit for their use. It outlines requirements for GenAI providers to enable their ethical and effective use in education.The Guidance stresses the need for educational institutions to validate GenAI systems on their ethical and pedagogical appropriateness for education. It calls on the international community to reflect on their long-term implications for knowledge, teaching, learning and assessment. The publication offers concrete recommendations for policy-makers and educational institutions on how the uses of GenAI tools can be designed to protect human agency and genuinely benefit learners, teachers and researchers.
Using Generative Ai Effectively In Higher Education
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Author : Sue Beckingham
language : en
Publisher: Taylor & Francis
Release Date : 2024-06-14
Using Generative Ai Effectively In Higher Education written by Sue Beckingham and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Education categories.
Using Generative AI Effectively in Higher Education explores how higher education providers can realise their role and responsibility in harnessing the power of generative artificial intelligence (GenAI) ethically and sustainably. This rich collection of established and evaluated practices from across global higher education offers a practical guide to leading an agile institutional response to emerging technologies, building critical digital literacy across an entire institution, and embedding the ethical and sustainable use of GenAI in teaching, learning, and assessment. Including reflections from stakeholders testifying to the value of the approaches outlined, the book examines how higher education can equip staff and students with the critical-digital literacy necessary to use GenAI in work, study, and social life responsibly and with integrity. It provides an evidence-based resource for any kind of higher education (HE) provider (modern, college-based, and research-focused) looking for inspiration and approaches which can build GenAI capability and includes chapters on the development of cross-institutional strategy, policies and processes, pedagogic practices, and critical-digital literacy. This resource will be invaluable to educational leaders, educational developers, learning developers, learning technologists, course administrators, quality assurance staff, and HE teachers wishing to embrace and adapt to a GenAI-enabled world.
Ai In Psychiatry The Ultimate Guide To Responsible And Ethical Implementation
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Author : Lauro Amezcua-Patino, MD, FAPA
language : en
Publisher: Metropolitan Consulting Corporation
Release Date : 2023-09-10
Ai In Psychiatry The Ultimate Guide To Responsible And Ethical Implementation written by Lauro Amezcua-Patino, MD, FAPA and has been published by Metropolitan Consulting Corporation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-10 with Medical categories.
Artificial intelligence (AI) and machine learning offer immense potential to transform psychiatry and mental healthcare. As these technologies continue to evolve rapidly, ensuring responsible and ethical implementation remains crucial. This definitive ebook provides psychiatrists, developers, policymakers and other stakeholders a comprehensive guide to leveraging AI in psychiatry in a thoughtful, prudent manner. From Improving Diagnosis and Treatment to Enabling Personalized Care, AI Promises to Enhance Patient Outcomes Exciting opportunities lie ahead to utilize AI and machine learning to improve psychiatric diagnosis, enhance treatment methodologies, and enable more personalized mental healthcare. AI-enabled solutions like predictive analytics, digital phenotyping, and conversational agents can provide benefits ranging from earlier intervention to reduced stigma. However, the limitations and clinical validity of these innovations must also be weighed carefully. Practical Guidance Offered on Mitigating Algorithmic Bias, Ensuring Privacy, and Obtaining Consent with AI The responsible design, testing, and deployment of AI tools is emphasized throughout this ebook. Practical guidance is offered on crucial considerations like mitigating algorithmic bias, ensuring patient privacy, and obtaining informed consent when AI is used in assessment or treatment. Establishing trust between patients, psychiatrists, and intelligent systems emerges as an important prerequisite for the effective integration of AI in mental healthcare. The Thoughtful Integration of AI with Psychiatry Poised to Increase Access to Quality Mental Healthcare Grounding discussions in real-world examples, this ebook advocates for the judicious adoption of AI in psychiatry. The thoughtful integration of these technologies stands ready to increase access to quality mental health services, reduce stigma, and enable more positive outcomes for diverse populations.
Artificial Intelligence In Medicine A Practical Guide For Clinicians
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Author : Campion Quinn
language : en
Publisher: World Scientific
Release Date : 2024-02-06
Artificial Intelligence In Medicine A Practical Guide For Clinicians written by Campion Quinn and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-06 with Medical categories.
'Artificial Intelligence in Medicine' is a comprehensive guide exploring the transformative impact of artificial intelligence (AI) in healthcare. The book delves into the foundational concepts and historical development of AI in medicine, highlighting data collection, preprocessing, and feature extraction crucial for medical applications. It showcases the benefits of AI, such as accurate diagnoses and personalized treatments, while addressing ethical and regulatory considerations.The book examines the practical aspects of AI implementation in clinical practice and emphasizes the human aspect of AI in healthcare and patient engagement. Readers can gain insights into the role of AI in clinical decision support, collaborative learning, and knowledge sharing. It concludes with a glimpse into the future of AI-driven healthcare, exploring the emerging technologies and trends in the rapidly evolving field of AI in medicine.
Generative Ai In Teaching And Learning
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Author : Hai-Jew, Shalin
language : en
Publisher: IGI Global
Release Date : 2023-12-05
Generative Ai In Teaching And Learning written by Hai-Jew, Shalin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-05 with Education categories.
Generative AI in Teaching and Learning delves into the revolutionary field of generative artificial intelligence and its impact on education. This comprehensive guide explores the multifaceted applications of generative AI in both formal and informal learning environments, shedding light on the ethical considerations and immense opportunities that arise from its implementation. From the early approaches of utilizing generative AI in teaching to its integration into various facets of learning, this book offers a profound analysis of its potential. Teachers, researchers, instructional designers, developers, data analysts, programmers, and learners alike will find valuable insights into harnessing the power of generative AI for educational purposes.
Strategy Policy Practice And Governance For Ai In Higher Education Institutions
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Author : Almaraz-Menéndez, Fernando
language : en
Publisher: IGI Global
Release Date : 2022-05-27
Strategy Policy Practice And Governance For Ai In Higher Education Institutions written by Almaraz-Menéndez, Fernando and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-27 with Education categories.
The digital transformation of higher education institutions has accelerated in the last decade due to the confluent development of digital technologies. Understanding how artificial intelligence-enabled changes and improvements in universities in relation to teaching, management, sustainability, and research allows researchers to understand the advances and identify the challenges that may arise. This knowledge provides technological instruments as well as cognitive, philosophical, and epistemological tools to address different current issues. Strategy, Policy, Practice, and Governance for AI in Higher Education Institutions offers both empirical and theoretical information focused on artificial intelligence and its various applications in higher education institutions. It includes research results, authoritative overview articles, high quality analysis on trends, comparative studies, and analysis of cases that focus on issues including ethical issues and risks for applying AI in higher education, policies to introduce AI in curricula, and applications in teaching and learning. Covering topics such as artificial intelligence ethics, energy efficiency, and postsecondary administrative leadership, this premier reference source is an essential resource for computer scientists, AI scientists, administration of higher education institutions, educators and faculty of higher education, pre-service teachers, researchers, IT professionals, and academicians.
Designing And Using Organizational Surveys
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Author : Allan H. Church
language : en
Publisher: Routledge
Release Date : 2017-09-29
Designing And Using Organizational Surveys written by Allan H. Church and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-29 with Business & Economics categories.
Organizational surveys are widely recognized as a powerful tool for measuring and improving employee commitment. If poorly designed and administered, however, they can create disappointment and cynicism. There are many excellent books on sampling methodology and statistical analysis, but little has been written so far for those responsible for designing and implementing surveys in organizations. Now Allan H Church and Janine Waclawski have drawn on their extensive experience in this field to develop a seven-step model covering the entire process, from initiation to final evaluation. They explain in detail how to devise and administer different types of organizational surveys, leading the reader systematically through the various stages involved. Their text is supported throughout by examples, specimen documentation, work sheets and case studies from a variety of organizational settings. They pay particular attention to the political and human sensitivities concerned and show how to surmount the many potential barriers to a successful outcome. Designing and Using Organizational Surveys is a highly practical guide to one of the most effective methods available for organizational diagnosis and change.
Transforming Vocational Education And Training Using Ai
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Author : Çela, Eriona
language : en
Publisher: IGI Global
Release Date : 2024-12-16
Transforming Vocational Education And Training Using Ai written by Çela, Eriona and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Education categories.
Vocational Education and Training (VET) is evolving with the advancements made in artificial intelligence (AI). There is a need to transform the existing VET programs that are following a traditional model into a dynamic and AI-enhanced learning environment as industries are increasingly using AI technologies. In the areas of automation and AI, major changes have taken place resulting in a skill gap that can be addressed by modernizing the existing VET programs. Further research into AI integration may help foster lifelong learning opportunities and empower vocational educators to help students thrive in a digital world. Transforming Vocational Education and Training Using AI examines the need for updating VET with AI to prepare the future workforce with the necessary skillsets. It addresses the gap in the current educational frameworks and presents innovative strategies and practical applications highlighting how AI can be used to improve delivery of VET programs. This book covers topics such as cybersecurity, e-learning, and career training, and is a useful resource for business owners, computer engineers, researchers, scientists, academicians, and educators.