AI Ethics in Higher Education: Insights from Africa and Beyond

AI Ethics in Higher Education: Insights from Africa and Beyond

Author: Caitlin C. Corrigan

Publisher: Springer Nature

Published: 2023-01-20

Total Pages: 101

ISBN-13: 3031230353

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This open access book tackles the pressing problem of integrating concerns related to Artificial Intelligence (AI) ethics into higher education curriculums aimed at future AI developers in Africa and beyond. For doing so, it analyzes the present and future states of AI ethics education in local computer science and engineering programs. The authors share relevant best practices and use cases for teaching, develop answers to ongoing organizational challenges, and reflect on the practical implications of different theoretical approaches to AI ethics. The book is of great interest to faculty members, researchers, and students in the fields of artificial intelligence, computer science, mathematics, computer engineering, and related areas, as well as higher education administration.


Book Synopsis AI Ethics in Higher Education: Insights from Africa and Beyond by : Caitlin C. Corrigan

Download or read book AI Ethics in Higher Education: Insights from Africa and Beyond written by Caitlin C. Corrigan and published by Springer Nature. This book was released on 2023-01-20 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book tackles the pressing problem of integrating concerns related to Artificial Intelligence (AI) ethics into higher education curriculums aimed at future AI developers in Africa and beyond. For doing so, it analyzes the present and future states of AI ethics education in local computer science and engineering programs. The authors share relevant best practices and use cases for teaching, develop answers to ongoing organizational challenges, and reflect on the practical implications of different theoretical approaches to AI ethics. The book is of great interest to faculty members, researchers, and students in the fields of artificial intelligence, computer science, mathematics, computer engineering, and related areas, as well as higher education administration.

AI, Blockchain and Self-Sovereign Identity in Higher Education

AI, Blockchain and Self-Sovereign Identity in Higher Education

Author: Hamid Jahankhani

Publisher: Springer Nature

Published: 2023-06-22

Total Pages: 315

ISBN-13: 3031336275

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This book aims to explore the next generation of online learning challenges including the security and privacy issues of digital transformation strategies that is required in teaching and learning. Also, what efforts does the industry need to invest in changing mind-sets and behaviours of both students and faculty members in adoption of virtual and blended learning? The book provides a comprehensive coverage of not only the technical and ethical issues presented by the use of AI, blockchain and self-sovereign identity, but also the adversarial application of AI and its associated implications. The authors recommend a number of novel approaches to assist in better detecting, thwarting and addressing AI challenges in higher education. The book provides a valuable reference for cyber security experts and practitioners, network security professionals and higher education strategist and decision-makers. It is also aimed at researchers seeking to obtain a more profound knowledge of machine learning and deep learning in the context of cyber security and AI in higher education. Each chapter is written by an internationally renowned expert who has extensive experience in industry or academia. Furthermore, this book blends advanced research findings with practice-based methods to provide the reader with advanced understanding and relevant skills.


Book Synopsis AI, Blockchain and Self-Sovereign Identity in Higher Education by : Hamid Jahankhani

Download or read book AI, Blockchain and Self-Sovereign Identity in Higher Education written by Hamid Jahankhani and published by Springer Nature. This book was released on 2023-06-22 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to explore the next generation of online learning challenges including the security and privacy issues of digital transformation strategies that is required in teaching and learning. Also, what efforts does the industry need to invest in changing mind-sets and behaviours of both students and faculty members in adoption of virtual and blended learning? The book provides a comprehensive coverage of not only the technical and ethical issues presented by the use of AI, blockchain and self-sovereign identity, but also the adversarial application of AI and its associated implications. The authors recommend a number of novel approaches to assist in better detecting, thwarting and addressing AI challenges in higher education. The book provides a valuable reference for cyber security experts and practitioners, network security professionals and higher education strategist and decision-makers. It is also aimed at researchers seeking to obtain a more profound knowledge of machine learning and deep learning in the context of cyber security and AI in higher education. Each chapter is written by an internationally renowned expert who has extensive experience in industry or academia. Furthermore, this book blends advanced research findings with practice-based methods to provide the reader with advanced understanding and relevant skills.

Global Perspectives on Decolonizing Postgraduate Education

Global Perspectives on Decolonizing Postgraduate Education

Author: Gumbo, Mishack Thiza

Publisher: IGI Global

Published: 2024-05-13

Total Pages: 359

ISBN-13:

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A deep-seated issue persists in postgraduate education—one that threatens the relevance of academia in our diverse and evolving world. The problem at hand is the Western-centric nature of postgraduate education, where research paradigms, methodologies, and theoretical frameworks overwhelmingly reflect a Western worldview. This rigid adherence to Western ideologies has left indigenous communities on the periphery of academic discourse, denying them the opportunity to engage with their knowledge systems and practices. Despite the richness and prevalence of indigenous knowledge, the existing educational structure remains a barrier to their inclusion. This disconnect is not only an academic concern but also a societal one, as it hinders sustainable development and stifles the voices of indigenous scholars and students. Global Perspectives on Decolonizing Postgraduate Education serves as a compelling solution to the problem at hand. It offers a comprehensive roadmap to decolonize postgraduate education, infusing it with indigenous approaches, paradigms, theories, and methods. Through critical examination and practical strategies, this book empowers academics, curriculum designers, and postgraduate students to embark on a transformative journey.


Book Synopsis Global Perspectives on Decolonizing Postgraduate Education by : Gumbo, Mishack Thiza

Download or read book Global Perspectives on Decolonizing Postgraduate Education written by Gumbo, Mishack Thiza and published by IGI Global. This book was released on 2024-05-13 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: A deep-seated issue persists in postgraduate education—one that threatens the relevance of academia in our diverse and evolving world. The problem at hand is the Western-centric nature of postgraduate education, where research paradigms, methodologies, and theoretical frameworks overwhelmingly reflect a Western worldview. This rigid adherence to Western ideologies has left indigenous communities on the periphery of academic discourse, denying them the opportunity to engage with their knowledge systems and practices. Despite the richness and prevalence of indigenous knowledge, the existing educational structure remains a barrier to their inclusion. This disconnect is not only an academic concern but also a societal one, as it hinders sustainable development and stifles the voices of indigenous scholars and students. Global Perspectives on Decolonizing Postgraduate Education serves as a compelling solution to the problem at hand. It offers a comprehensive roadmap to decolonize postgraduate education, infusing it with indigenous approaches, paradigms, theories, and methods. Through critical examination and practical strategies, this book empowers academics, curriculum designers, and postgraduate students to embark on a transformative journey.

Creative AI Tools and Ethical Implications in Teaching and Learning

Creative AI Tools and Ethical Implications in Teaching and Learning

Author: Keengwe, Jared

Publisher: IGI Global

Published: 2023-09-18

Total Pages: 305

ISBN-13:

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As generative Artificial Intelligence (AI) tools become increasingly prevalent, it is crucial for educators to develop a nuanced understanding of the ethical implications associated with their use. Educators today face the critical task of navigating the pedagogical applications of AI and maximizing its potential to foster student learning. Creative AI Tools and Ethical Implications in Teaching and Learning is an insightful exploration of the ethical considerations surrounding the integration of AI in education. Educators may fear how it will rapidly transforming the educational landscape, but this book serves to support them and delves into the opportunities and challenges that arise when leveraging AI to enhance teaching and learning experiences. Creative AI Tools and Ethical Implications in Teaching and Learning goes beyond theory to offer practical strategies for integrating AI creatively into the classroom. From learning analytics and educational data mining to AI game activities and generative AI tools like ChatGPT, this book equips educators with the knowledge and resources to adapt AI technologies to support teaching and learning effectively. Moreover, the book explores the vital connection between AI and student assessment, highlighting how AI can enhance the evaluation process while maintaining fairness and objectivity. It concludes with an insightful glimpse into the future of AI in education, envisioning the transformative possibilities that lie ahead. This comprehensive guide provides educators, researchers, and policymakers with the tools they need to navigate the complexities of AI in education.


Book Synopsis Creative AI Tools and Ethical Implications in Teaching and Learning by : Keengwe, Jared

Download or read book Creative AI Tools and Ethical Implications in Teaching and Learning written by Keengwe, Jared and published by IGI Global. This book was released on 2023-09-18 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: As generative Artificial Intelligence (AI) tools become increasingly prevalent, it is crucial for educators to develop a nuanced understanding of the ethical implications associated with their use. Educators today face the critical task of navigating the pedagogical applications of AI and maximizing its potential to foster student learning. Creative AI Tools and Ethical Implications in Teaching and Learning is an insightful exploration of the ethical considerations surrounding the integration of AI in education. Educators may fear how it will rapidly transforming the educational landscape, but this book serves to support them and delves into the opportunities and challenges that arise when leveraging AI to enhance teaching and learning experiences. Creative AI Tools and Ethical Implications in Teaching and Learning goes beyond theory to offer practical strategies for integrating AI creatively into the classroom. From learning analytics and educational data mining to AI game activities and generative AI tools like ChatGPT, this book equips educators with the knowledge and resources to adapt AI technologies to support teaching and learning effectively. Moreover, the book explores the vital connection between AI and student assessment, highlighting how AI can enhance the evaluation process while maintaining fairness and objectivity. It concludes with an insightful glimpse into the future of AI in education, envisioning the transformative possibilities that lie ahead. This comprehensive guide provides educators, researchers, and policymakers with the tools they need to navigate the complexities of AI in education.

Challenges in Large Language Model Development and AI Ethics

Challenges in Large Language Model Development and AI Ethics

Author: Gupta, Brij

Publisher: IGI Global

Published: 2024-08-15

Total Pages: 521

ISBN-13:

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The development of large language models has resulted in artificial intelligence advancements promising transformations and benefits across various industries and sectors. However, this progress is not without its challenges. The scale and complexity of these models pose significant technical hurdles, including issues related to bias, transparency, and data privacy. As these models integrate into decision-making processes, ethical concerns about their societal impact, such as potential job displacement or harmful stereotype reinforcement, become more urgent. Addressing these challenges requires a collaborative effort from business owners, computer engineers, policymakers, and sociologists. Fostering effective research for solutions to address AI ethical challenges may ensure that large language model developments benefit society in a positive way. Challenges in Large Language Model Development and AI Ethics addresses complex ethical dilemmas and challenges of the development of large language models and artificial intelligence. It analyzes ethical considerations involved in the design and implementation of large language models, while exploring aspects like bias, accountability, privacy, and social impacts. This book covers topics such as law and policy, model architecture, and machine learning, and is a useful resource for computer engineers, sociologists, policymakers, business owners, academicians, researchers, and scientists.


Book Synopsis Challenges in Large Language Model Development and AI Ethics by : Gupta, Brij

Download or read book Challenges in Large Language Model Development and AI Ethics written by Gupta, Brij and published by IGI Global. This book was released on 2024-08-15 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of large language models has resulted in artificial intelligence advancements promising transformations and benefits across various industries and sectors. However, this progress is not without its challenges. The scale and complexity of these models pose significant technical hurdles, including issues related to bias, transparency, and data privacy. As these models integrate into decision-making processes, ethical concerns about their societal impact, such as potential job displacement or harmful stereotype reinforcement, become more urgent. Addressing these challenges requires a collaborative effort from business owners, computer engineers, policymakers, and sociologists. Fostering effective research for solutions to address AI ethical challenges may ensure that large language model developments benefit society in a positive way. Challenges in Large Language Model Development and AI Ethics addresses complex ethical dilemmas and challenges of the development of large language models and artificial intelligence. It analyzes ethical considerations involved in the design and implementation of large language models, while exploring aspects like bias, accountability, privacy, and social impacts. This book covers topics such as law and policy, model architecture, and machine learning, and is a useful resource for computer engineers, sociologists, policymakers, business owners, academicians, researchers, and scientists.

Nanopriming Approach to Sustainable Agriculture

Nanopriming Approach to Sustainable Agriculture

Author: Singh, Abhishek

Publisher: IGI Global

Published: 2023-08-07

Total Pages: 305

ISBN-13: 1668472341

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The challenges posed by climate change have had a significant impact on global food security, with crop yields negatively affected by abiotic and biotic stresses. The book Nanopriming Approach to Sustainable Agriculture offers a promising solution to this problem, providing a sustainable technology that ensures the growth and development of healthy plants in adverse conditions. By using nanoparticles to enhance seed germination and growth, nanopriming establishes pre-resistance against diseases and stresses, thereby reducing the need for pesticides and fertilizers. This reduction in the use of harmful chemicals not only benefits the environment but also helps increase the income of farmers worldwide. This edited book offers a comprehensive overview of the latest research and development in nanotechnology for agriculture, covering topics such as crop production, protection, soil fertility improvement, and crop improvement. With each chapter focusing on a specific topic, the book is a valuable resource for students, researchers, and professors seeking to stay up to date with the latest advances in nanotechnology. The book is especially relevant for those interested in precision farming, and it highlights the potential of nanopriming as an effective tool for sustainable agriculture. Topics covered include seed priming with zinc oxide and silver nanoparticles, myco-synthesized nanoparticles as seed priming agents, and nanopriming for alleviating heavy metal toxicity in plants. Co-edited by leading researchers in the field, this book is designed to be a valuable asset for university courses and provides updated knowledge and applications in agriculture sciences. Overall, this book offers a comprehensive overview of the latest research in nanotechnology for agriculture and its potential to revolutionize sustainable agriculture practices worldwide.


Book Synopsis Nanopriming Approach to Sustainable Agriculture by : Singh, Abhishek

Download or read book Nanopriming Approach to Sustainable Agriculture written by Singh, Abhishek and published by IGI Global. This book was released on 2023-08-07 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: The challenges posed by climate change have had a significant impact on global food security, with crop yields negatively affected by abiotic and biotic stresses. The book Nanopriming Approach to Sustainable Agriculture offers a promising solution to this problem, providing a sustainable technology that ensures the growth and development of healthy plants in adverse conditions. By using nanoparticles to enhance seed germination and growth, nanopriming establishes pre-resistance against diseases and stresses, thereby reducing the need for pesticides and fertilizers. This reduction in the use of harmful chemicals not only benefits the environment but also helps increase the income of farmers worldwide. This edited book offers a comprehensive overview of the latest research and development in nanotechnology for agriculture, covering topics such as crop production, protection, soil fertility improvement, and crop improvement. With each chapter focusing on a specific topic, the book is a valuable resource for students, researchers, and professors seeking to stay up to date with the latest advances in nanotechnology. The book is especially relevant for those interested in precision farming, and it highlights the potential of nanopriming as an effective tool for sustainable agriculture. Topics covered include seed priming with zinc oxide and silver nanoparticles, myco-synthesized nanoparticles as seed priming agents, and nanopriming for alleviating heavy metal toxicity in plants. Co-edited by leading researchers in the field, this book is designed to be a valuable asset for university courses and provides updated knowledge and applications in agriculture sciences. Overall, this book offers a comprehensive overview of the latest research in nanotechnology for agriculture and its potential to revolutionize sustainable agriculture practices worldwide.

Responsible AI in Africa

Responsible AI in Africa

Author: Damian Okaibedi Eke

Publisher: Springer Nature

Published: 2023-01-01

Total Pages: 231

ISBN-13: 303108215X

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This open access book contributes to the discourse of Responsible Artificial Intelligence (AI) from an African perspective. It is a unique collection that brings together prominent AI scholars to discuss AI ethics from theoretical and practical African perspectives and makes a case for African values, interests, expectations and principles to underpin the design, development and deployment (DDD) of AI in Africa. The book is a first in that it pays attention to the socio-cultural contexts of Responsible AI that is sensitive to African cultures and societies. It makes an important contribution to the global AI ethics discourse that often neglects AI narratives from Africa despite growing evidence of DDD in many domains. Nine original contributions provide useful insights to advance the understanding and implementation of Responsible AI in Africa, including discussions on epistemic injustice of global AI ethics, opportunities and challenges, an examination of AI co-bots and chatbots in an African work space, gender and AI, a consideration of African philosophies such as Ubuntu in the application of AI, African AI policy, and a look towards a future of Responsible AI in Africa. This is an open access book.


Book Synopsis Responsible AI in Africa by : Damian Okaibedi Eke

Download or read book Responsible AI in Africa written by Damian Okaibedi Eke and published by Springer Nature. This book was released on 2023-01-01 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book contributes to the discourse of Responsible Artificial Intelligence (AI) from an African perspective. It is a unique collection that brings together prominent AI scholars to discuss AI ethics from theoretical and practical African perspectives and makes a case for African values, interests, expectations and principles to underpin the design, development and deployment (DDD) of AI in Africa. The book is a first in that it pays attention to the socio-cultural contexts of Responsible AI that is sensitive to African cultures and societies. It makes an important contribution to the global AI ethics discourse that often neglects AI narratives from Africa despite growing evidence of DDD in many domains. Nine original contributions provide useful insights to advance the understanding and implementation of Responsible AI in Africa, including discussions on epistemic injustice of global AI ethics, opportunities and challenges, an examination of AI co-bots and chatbots in an African work space, gender and AI, a consideration of African philosophies such as Ubuntu in the application of AI, African AI policy, and a look towards a future of Responsible AI in Africa. This is an open access book.

AI Ethics and Higher Education

AI Ethics and Higher Education

Author: Erin Green

Publisher: Globethics.Net

Published: 2022-03-02

Total Pages: 326

ISBN-13: 9782889314430

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Artificial intelligence (AI) is exerting unprecedented pressure on the global higher educational landscape in transforming recruitment processes, subverting traditional pedagogy, and creating new research and institutional opportunities. These technologies require contextual and global ethical analysis so that they may be developed and deployed in higher education in just and responsible ways. To-date, these efforts have been largely focused on small parts of the educational environments leaving most of the world out of an essential contribution. This volume acts as a corrective to this and contributes to the building of competencies in ethics education and to broader, global debates about how AI will transform various facets of our lives, not the least of which is higher education.


Book Synopsis AI Ethics and Higher Education by : Erin Green

Download or read book AI Ethics and Higher Education written by Erin Green and published by Globethics.Net. This book was released on 2022-03-02 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is exerting unprecedented pressure on the global higher educational landscape in transforming recruitment processes, subverting traditional pedagogy, and creating new research and institutional opportunities. These technologies require contextual and global ethical analysis so that they may be developed and deployed in higher education in just and responsible ways. To-date, these efforts have been largely focused on small parts of the educational environments leaving most of the world out of an essential contribution. This volume acts as a corrective to this and contributes to the building of competencies in ethics education and to broader, global debates about how AI will transform various facets of our lives, not the least of which is higher education.

African Higher Education in the 21st Century

African Higher Education in the 21st Century

Author: Ephraim T. Gwaravanda

Publisher: BRILL

Published: 2020-09-25

Total Pages: 222

ISBN-13: 9004442103

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African Higher Education in the 21st Century explores the philosophical dimension of higher education systems in Africa by analysing its ontological, epistemological and ethical foundations.


Book Synopsis African Higher Education in the 21st Century by : Ephraim T. Gwaravanda

Download or read book African Higher Education in the 21st Century written by Ephraim T. Gwaravanda and published by BRILL. This book was released on 2020-09-25 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: African Higher Education in the 21st Century explores the philosophical dimension of higher education systems in Africa by analysing its ontological, epistemological and ethical foundations.

Mediating Learning in Higher Education in Africa

Mediating Learning in Higher Education in Africa

Author: Amasa Ndofirepi

Publisher: African Higher Education: Deve

Published: 2021

Total Pages: 256

ISBN-13: 9789004464001

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"Historically, African higher education teaching and learning have relied on Western models, paradigms, assumptions, concepts and procedures, among other research related aspects. Western hegemony and ideology has influenced and continues to influence the epistemologies and both the methods and outcome of higher education research. The connection between teaching and learning is that teaching generates new forms of learning and learning challenges methods of teaching. Western claims to universality, objectivity and neutrality have dominated research paradigms in African higher education institutions to the detriment alternative approaches and conceptions of knowledge. Methods aligned to African teaching and learning are often unrecognised and thus underutilised despite calls for the mantra for decolonial research methods. What are the African indigenous ways of teaching and learning? How are they related to the present African university? These puzzling questions provoke the minds of scholars on Africa to confront the discourse on decolonisation of higher education as they engage head-on and interrogate contemporary teaching and learning methods. Mediating Learning in Higher Education in Africa: From Critical Thinking to Social Justice Pedagogies provides critical reflections to some of the above questions that affect African Higher Education as it seeks to transform itself and provide directions for the future"--


Book Synopsis Mediating Learning in Higher Education in Africa by : Amasa Ndofirepi

Download or read book Mediating Learning in Higher Education in Africa written by Amasa Ndofirepi and published by African Higher Education: Deve. This book was released on 2021 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Historically, African higher education teaching and learning have relied on Western models, paradigms, assumptions, concepts and procedures, among other research related aspects. Western hegemony and ideology has influenced and continues to influence the epistemologies and both the methods and outcome of higher education research. The connection between teaching and learning is that teaching generates new forms of learning and learning challenges methods of teaching. Western claims to universality, objectivity and neutrality have dominated research paradigms in African higher education institutions to the detriment alternative approaches and conceptions of knowledge. Methods aligned to African teaching and learning are often unrecognised and thus underutilised despite calls for the mantra for decolonial research methods. What are the African indigenous ways of teaching and learning? How are they related to the present African university? These puzzling questions provoke the minds of scholars on Africa to confront the discourse on decolonisation of higher education as they engage head-on and interrogate contemporary teaching and learning methods. Mediating Learning in Higher Education in Africa: From Critical Thinking to Social Justice Pedagogies provides critical reflections to some of the above questions that affect African Higher Education as it seeks to transform itself and provide directions for the future"--