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Assessing Policy Effectiveness Using Ai And Language Models
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Book Synopsis Assessing Policy Effectiveness using AI and Language Models by : Chandrasekar Vuppalapati
Download or read book Assessing Policy Effectiveness using AI and Language Models written by Chandrasekar Vuppalapati and published by Springer Nature. This book was released on with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis AI and education by : Miao, Fengchun
Download or read book AI and education written by Miao, Fengchun and published by UNESCO Publishing. This book was released on 2021-04-08 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]
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.
Book Synopsis Application of Artificial Intelligence to Assessment by : Hong Jiao
Download or read book Application of Artificial Intelligence to Assessment written by Hong Jiao and published by IAP. This book was released on 2020-03-01 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: The general theme of this book is to present the applications of artificial intelligence (AI) in test development. In particular, this book includes research and successful examples of using AI technology in automated item generation, automated test assembly, automated scoring, and computerized adaptive testing. By utilizing artificial intelligence, the efficiency of item development, test form construction, test delivery, and scoring could be dramatically increased. Chapters on automated item generation offer different perspectives related to generating a large number of items with controlled psychometric properties including the latest development of using machine learning methods. Automated scoring is illustrated for different types of assessments such as speaking and writing from both methodological aspects and practical considerations. Further, automated test assembly is elaborated for the conventional linear tests from both classical test theory and item response theory perspectives. Item pool design and assembly for the linear-on-the-fly tests elaborates more complications in practice when test security is a big concern. Finally, several chapters focus on computerized adaptive testing (CAT) at either item or module levels. CAT is further illustrated as an effective approach to increasing test-takers’ engagement in testing. In summary, the book includes both theoretical, methodological, and applied research and practices that serve as the foundation for future development. These chapters provide illustrations of efforts to automate the process of test development. While some of these automation processes have become common practices such as automated test assembly, automated scoring, and computerized adaptive testing, some others such as automated item generation calls for more research and exploration. When new AI methods are emerging and evolving, it is expected that researchers can expand and improve the methods for automating different steps in test development to enhance the automation features and practitioners can adopt quality automation procedures to improve assessment practices.
Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Book Synopsis Evaluating the Effectiveness of Artificial Intelligence Systems in Intelligence Analysis by : Daniel Ish
Download or read book Evaluating the Effectiveness of Artificial Intelligence Systems in Intelligence Analysis written by Daniel Ish and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors develop methods for assessing the impact of deploying artificial intelligence (AI) systems to support intelligence missions.
Book Synopsis Advanced Applications of Generative AI and Natural Language Processing Models by : Obaid, Ahmed J.
Download or read book Advanced Applications of Generative AI and Natural Language Processing Models written by Obaid, Ahmed J. and published by IGI Global. This book was released on 2023-12-21 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid advancements in Artificial Intelligence (AI), specifically in Natural Language Processing (NLP) and Generative AI, pose a challenge for academic scholars. Staying current with the latest techniques and applications in these fields is difficult due to their dynamic nature, while the lack of comprehensive resources hinders scholars' ability to effectively utilize these technologies. Advanced Applications of Generative AI and Natural Language Processing Models offers an effective solution to address these challenges. This comprehensive book delves into cutting-edge developments in NLP and Generative AI. It provides insights into the functioning of these technologies, their benefits, and associated challenges. Targeting students, researchers, and professionals in AI, NLP, and computer science, this book serves as a vital reference for deepening knowledge of advanced NLP techniques and staying updated on the latest advancements in generative AI. By providing real-world examples and practical applications, scholars can apply their learnings to solve complex problems across various domains. Embracing Advanced Applications of Generative AI and Natural Language Processing Modelsequips academic scholars with the necessary knowledge and insights to explore innovative applications and unleash the full potential of generative AI and NLP models for effective problem-solving.
Book Synopsis AI in Language Teaching, Learning, and Assessment by : Pan, Fang
Download or read book AI in Language Teaching, Learning, and Assessment written by Pan, Fang and published by IGI Global. This book was released on 2024-02-12 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: The introduction of Artificial Intelligence (AI) has ignited a fervent academic discourse. AI's role is as both a powerful ally and a potential adversary in education. For instance, ChatGPT is a generative AI which mimics human conversation with impressive precision. Its capabilities span the educational spectrum, from answering questions and generating essays to composing music and coding. Yet, as with any innovation, its advent has sparked a spirited academic dialogue. AI in Language Teaching, Learning, and Assessment seeks to address these concerns with rigor and thoughtfulness. It explores the undeniable drawbacks of AI in language education and offers strategic insights into their prevention. It scrutinizes the resources and safeguards required to ensure the ethical and secure integration of AI in academic settings. This book lays out the multifaceted benefits of incorporating AI into language teaching, learning, and assessment. Its chapters dissect the transformative impact of AI on pedagogy, teaching materials, assessment methodologies, applied linguistics, and the broader landscape of language education development. This book is a valuable resource for language learners, educators, researchers, and scholars alike. It beckons to those who are keen on exploring and implementing AI in education, as well as AI developers and experts seeking to bridge the chasm between technology and language education.
Book Synopsis Speak AI Decoding the Language Revolution by : Mario Capellari
Download or read book Speak AI Decoding the Language Revolution written by Mario Capellari and published by Resilientech. This book was released on 2024-02-27 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embark on a journey into the heart of artificial intelligence (AI) with a guide designed for those intrigued by AI technologies. This book shines a light on the essentials of AI, emphasizing the groundbreaking impact of Large Language Models (LLMs). It offers a clear pathway to understanding AI's evolution, from its foundational concepts like neural networks and natural language processing to the advanced realms of generative AI that shape our future. Discover how AI is revolutionizing various industries, including healthcare, finance, education, and the arts, demonstrating its potential to transform the world. The narrative also tackles the ethical, privacy, and societal challenges accompanying AI's rise, fostering a dialogue on bias, data privacy, and the evolving landscape of work in an AI-enhanced world. Ideal for AI enthusiasts, professionals seeking to grasp AI's relevance to their fields, and anyone interested in the broader implications of AI technologies, this book provides an insightful introduction to AI and LLMs. It invites readers to explore the opportunities and navigate the changes AI brings, preparing them to thrive amidst the ongoing AI revolution.
Book Synopsis Artificial Intelligence, Digital Learning, and Leadership: Redefining Higher Education by : Areba, George Ngwacho
Download or read book Artificial Intelligence, Digital Learning, and Leadership: Redefining Higher Education written by Areba, George Ngwacho and published by IGI Global. This book was released on 2024-10-18 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving landscape of higher education, technology has become the driving force behind revolutionary changes in teaching, learning, and leadership. The intersection of artificial intelligence (AI), digital learning platforms, and innovative leadership practices has created opportunities and challenges that are reshaping education systems around the world. Educators and institutions are now tasked with adapting to these shifts while ensuring equitable access to learning resources and maintaining academic integrity. It is essential to foster a culture of continuous innovation and critical thinking to prepare students for the complexities of the modern world. Artificial Intelligence, Digital Learning, and Leadership: Redefining Higher Education provides a comprehensive overview of how AI, digital learning, and leadership are shaping the future of higher education. By examining various aspects of AI's integration into education, it provides valuable insights into the transformative power of technology in academic environments. Covering topics such as academic integrity and ethics, digital learning, and virtual classrooms, this book is an excellent resource for administrators, educators, researchers, academicians, graduate and postgraduate students, and more.
Book Synopsis The Concise Companion to Language Assessment by : Antony John Kunnan
Download or read book The Concise Companion to Language Assessment written by Antony John Kunnan and published by John Wiley & Sons. This book was released on 2024-09-04 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Concise Companion to Language Assessment provides a state-of-the-art overview of the crucial areas of language assessment, teaching, and learning. Edited by one of the foremost scholars in the field, The Concise Companion combines newly commissioned articles on innovations in assessment with a selection of chapters from The Companion to Language Assessment, the landmark four-volume reference work first published in 2013. Presented in eight themes, The Concise Companion addresses a broad range of language assessment methods, issues, and contexts. Forty-five chapters cover assessment conceptualization, development, research, and policy, as well as recent changes in language assessment technology, learning-oriented assessment, teacher-based assessment, teacher assessment literacy, plurilingual assessment, assessment for immigration, and more. Exploring the past, present, and future possibilities of the dynamic field, The Concise Companion to Language Assessment: Contains dedicated chapters on listening, speaking, reading writing, vocabulary, pronunciation, intercultural competence, and other language skills Describes fundamental assessment design and scoring guidelines, as well as advanced concepts in scenario-based assessment and automated performance scoring Provides insights on different assessment environments, such as classrooms, universities, employment, immigration, and healthcare Covers various qualitative and quantitative research methods, including introspective methods, classical reliability, and structural equation modeling Discusses the impacts of colonialism and discrimination on the history of language assessment Explores the use of AI in writing evaluation, plagiarism and cheating detection, and other assessment contexts Sure to become a standard text for the next generation of applied linguistics students, The Concise Companion to Language Assessment is an invaluable textbook for undergraduate and graduate courses in applied linguistics, language assessment, TESOL, second language acquisition, and language policy.
Book Synopsis ChatGPT and Global Higher Education: Using Artificial Intelligence in Teaching and Learning by :
Download or read book ChatGPT and Global Higher Education: Using Artificial Intelligence in Teaching and Learning written by and published by STAR SCHOLARS PRESS. This book was released on 2024-04-03 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: ChatGPT and Global Higher Education: Using Artificial Intelligence in Teaching and Learning
Book Synopsis ChatGPT on Student Learning Outcomes in Higher Education: A Meta-Analysis of Early Studies by :
Download or read book ChatGPT on Student Learning Outcomes in Higher Education: A Meta-Analysis of Early Studies written by and published by STAR SCHOLARS. This book was released on with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: ChatGPT on Student Learning Outcomes in Higher Education: A Meta-Analysis of Early Studies
Book Synopsis Novel methods and technologies for the evaluation of drug outcomes and policies by : Zaheer-Ud-Din Babar
Download or read book Novel methods and technologies for the evaluation of drug outcomes and policies written by Zaheer-Ud-Din Babar and published by Frontiers Media SA. This book was released on 2024-04-10 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a leading Open Access publisher, Frontiers is committed to empowering not only scientists, but other researchers, innovators and members of the public. As such, highlighting sustainable development and the real-world applications of Drugs Outcomes Research & Policies are a key part to the agenda of Frontiers in Pharmacology. This Research Topic aims to highlight advancements in Health Economics and Outcomes Research (HEOR) techniques, methods and tools used by the pharmaceutical industry and other non-academic bodies.
Download or read book Policy Analysis written by David Bromell and published by Springer Nature. This book was released on with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Educational Assessment in a Changing World by : Isabel Nisbet
Download or read book Educational Assessment in a Changing World written by Isabel Nisbet and published by Taylor & Francis. This book was released on 2024-10-21 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This timely book takes stock of the wide range of developments in society, education and assessment and offers conclusions and strategies that are necessary for the future of educational assessment. Drawing on examples from the UK, Europe and USA, the book will dissect cultural, political, psychological and ideological ideas on society, education and assessment and foreground pressing issues relating to artificial intelligence, social justice and climate change. Acknowledging its predominantly Western perspective and providing context on the evolution of educational assessment, the book will bridge the gap between theory and practice to progress debate and discourse on creating a culture of assessment fit for the future and rethinking strategies for the path ahead. Ultimately, the book will provide insights and key takeaways for the field of educational assessment along with an evidence-based agenda that will be relevant for education professionals, the assessment industry and policymakers interested in higher education, international and comparative education and testing.
Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr
Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
