Download or read book Algorithms in Learning Teaching and Instructional Design written by Vernon S. Gerlach and published by . This book was released on 1975 with total page 67 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of algorithm, as used in teaching and learning, is defined. Characteristics of algorithms are identified and described. The elements (operator, discriminator, syntactic structure) are described and illustrated. Methods of representing algorithms are portrayed. Differences between identification algorithms, transformation algorithms, and search algorithms are discussed. Use of algorithms in instruction and training are suggested. Several research and development tasks are proposed. (Author).
Download or read book Algorithms of Education written by Kalervo N. Gulson and published by U of Minnesota Press. This book was released on 2022-05-17 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critique of what lies behind the use of data in contemporary education policy While the science fiction tales of artificial intelligence eclipsing humanity are still very much fantasies, in Algorithms of Education the authors tell real stories of how algorithms and machines are transforming education governance, providing a fascinating discussion and critique of data and its role in education policy. Algorithms of Education explores how, for policy makers, today’s ever-growing amount of data creates the illusion of greater control over the educational futures of students and the work of school leaders and teachers. In fact, the increased datafication of education, the authors argue, offers less and less control, as algorithms and artificial intelligence further abstract the educational experience and distance policy makers from teaching and learning. Focusing on the changing conditions for education policy and governance, Algorithms of Education proposes that schools and governments are increasingly turning to “synthetic governance”—a governance where what is human and machine becomes less clear—as a strategy for optimizing education. Exploring case studies of data infrastructures, facial recognition, and the growing use of data science in education, Algorithms of Education draws on a wide variety of fields—from critical theory and media studies to science and technology studies and education policy studies—mapping the political and methodological directions for engaging with datafication and artificial intelligence in education governance. According to the authors, we must go beyond the debates that separate humans and machines in order to develop new strategies for, and a new politics of, education.
Download or read book Designing Instructional Systems written by A J Romiszowski and published by Routledge. This book was released on 2016-01-08 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with large-scale or macro-level instructional design, which is referred to by other authors variously as curriculum development, course design, training system design or instructional systems design. The emphasis throughout the book is on the application of a systems approach, which implies both a way of thinking about the problem and a methodology for seeking and developing solutions. Thus the approach of the book is problem-oriented. The successful problem-solver requires more than a technique or procedure. He requires experience of similar problems, some general principles that he can apply to the class of problems and a great deal of creativity to develop an optimal method of solving each problem. This book brings together the theories and practical experience that have been built up by instructional technologists over the last two decades, the techniques that are currently most used for the analysis of problems in education and for their solution, and a range of new ideas specially developed by the author to encourage the creative element (so often missing from educational materials). This book is intended for anyone involved in instructional design. It is designed on a ‘grid’ structure to facilitate the reader’s choice of chapters. Those who wish to gain a general overview may concentrate on the chapters at the theory base and analysis levels. Those more practically concerned with course design will find much of use in the synthesis and evaluation levels. Those who wish simply to discover ‘what’s new’ in this book and its treatment of instructional design will find what they are seeking principally in the analysis and evaluation levels.
Download or read book The Application of Algorithms to Instructional Design written by Richard F. Schmid and published by . This book was released on 1977 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: The opening section of this paper discusses these issues and attempts to define what algorithmic prescriptions have to offer for the instructor. Next, the question of effectiveness and efficiency is examined in two experiments. The first study provides preliminary data regarding the form of algorithm and the presentation modes to be used. The second study asks 77 undergraduate volunteers to master and utilize one of three forms of an algorithm: a prose discourse, a flowchart procedure, or a mastery-inducing flowchart technique. Also examined in a factorial design was the effect of the presence or absence of the algorithm in subsequent problem solving and the learners' ability to retain the algorithmic content over a period of time. The results provided very strong data for the overall effectiveness of algorithms, showing from 52% to over 80% accuracy following an average of only 15 minutes of instruction and practice. Surprisingly, almost no decrement (only 1%) in performance was observed across groups after a one-week delay. Although scores were high after the algorithm representation was withheld, subjects did better when allowed to continue using it. In general, the prose and flowchart representations were equally effective, with the mastery-flowchart group performing significantly worse. The flowchart group alone was much more efficient than the other groups.
Download or read book Unleashing AI written by Ruchir Bakshi and published by Independently Published. This book was released on 2024-03-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In "Unleashing AI: Harness the Power of Artificial Intelligence in Instructional Design," seasoned instructional systems designer Ruchir Bakshi explores the transformative potential of Artificial Intelligence (AI) in Instructional Design (ID). This groundbreaking book serves as a comprehensive guide for instructional designers, educators, and anyone interested in harnessing the power of AI to create engaging, personalized, and effective learning experiences. Bakshi expertly navigates the complex landscape of AI, providing readers with a deep understanding of its applications in ID. From leveraging machine learning algorithms for data-driven insights to utilizing natural language processing for personalized content creation, this book covers a wide range of AI technologies and their practical applications in the field. Through the eyes of Sofia, a fictional instructional designer, readers embark on a captivating journey that brings the concepts to life. Sofia's experiences showcase real-world examples of how AI can seamlessly integrate into the ID process, making the content relatable and inspiring. Bakshi also addresses the challenges and ethical considerations surrounding AI in education, offering guidance on navigating these complexities while prioritizing learner needs and well-being. The book emphasizes the importance of human judgment and oversight in using AI, ensuring that the technology enhances, rather than replaces, the creativity and expertise of instructional designers. "Unleashing the Power of AI in Instructional Design" is not just a book; it's a roadmap for the future of learning. Bakshi's passion for innovation and social responsibility shines through on every page, making this an essential resource for anyone seeking to revolutionize education and training. As a combat veteran and mental health advocate, Bakshi brings a unique perspective, infusing the book with insights from his diverse experiences and tireless pursuit of knowledge. His engaging and authoritative tone guides readers through AI-powered instructional design's exciting world, inspiring them to create transformative learning experiences. Whether you're a seasoned instructional designer looking to stay ahead of the curve, an educator eager to explore new frontiers in learning, or simply someone curious about the future of education, "Unleashing AI: Harness the Power of Artificial Intelligence in Instructional Design" is an indispensable guide. Embrace the power of AI and join Ruchir Bakshi on this transformative journey to revolutionize learning for generations to come.
Download or read book Instructional design Theories and Models An overview of their current status written by Charles M. Reigeluth and published by Psychology Press. This book was released on 1983 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 1983. Routledge is an imprint of Taylor & Francis, an informa company.
Download or read book Instructional Design International Perspectives II written by Sanne Dijkstra and published by Routledge. This book was released on 2013-12-16 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Instructional design theory and practice has evolved over the past 30 years from an initial narrow focus on programmed instruction to a multidimensional field of study integrating psychology, technology, evaluation, measurement, and management. The growth of instructional design (ID) has occurred because of direct needs, problems, and goals from society. Its application in planning instruction first developed in the United States with the Department of Defense during World War II with the purpose of meeting immediate concerns for effective training of larger numbers of military personnel. From the beginning, ID has rapidly expanded into applications in industrial and executive training, vocational training, classroom learning, and professional education. Although ID has its roots in the U.S., applications and theoretical growth is an international activity. However, literature at the international level is still limited to either individual author contributions or collections primarily represented by single countries. As a result, there is no standard reference source that contains the rich variety of theories and applications to form the international foundation for the field. The goal of this two-volume set is to establish international foundations for ID theory, research, and practice within the framework of the two following objectives: * to identify and define the theoretical, research, and model foundations for ID, and * to bridge the gap between ID foundations and application. Volume I includes chapters on philosophical and theoretical issues on learning theory and ID models. Volume II provides an overview of the state of the art of solving ID problems. The contributors offer contrasting points of view which provide a rare opportunity to see the diversity and complexity in the field. The editorial committee has selected a wide range of internationally known authors to make presentations in the topic areas of the field.
Download or read book Applications of Machine Learning and Artificial Intelligence in Education written by Khadimally, Seda and published by IGI Global. This book was released on 2022-02-18 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modes and models of learning and instruction have shown a significant shift from yesterday's conventional learning and teaching given this era’s current educational and social contexts. Learners are no longer learning and communicating with human-generated, computed, and mediated—or traditional—learning and instructional practices, paving the way for machine-facilitated communication, learning, and teaching tools. Learning and instruction, communication and information exchange, as well as gathering, coding, analyzing, and synthesizing data have proven to be in need of even more innovative technology-moderated tools. Applications of Machine Learning and Artificial Intelligence in Education focuses on the parameters of remote learning, machine learning, deep learning, and artificial intelligence under 21st-century learning and instructional contexts. Covering topics such as data coding and social networking technology, it is ideal for learners with an interest in the deep learning discipline, educators, educational technologists, instructional designers, and data evaluators, as well as special interest groups (SGIs) in the discipline.
Download or read book In Order to Learn written by Frank E. Ritter and published by Oxford University Press. This book was released on 2007-07-30 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Order affects the results you get: Different orders of presenting material can lead to qualitatively and quantitatively different learning outcomes. These differences occur in both natural and artificial learning systems. In Order to Learn shows how order effects are crucial in human learning, instructional design, machine learning, and both symbolic and connectionist cognitive models. Each chapter explains a different aspect of how the order in which material is presented can strongly influence what is learned by humans and theoretical models of learning in a variety of domains. In addition to data, models are provided that predict and describe order effects and analyze how and when they will occur. The introductory and concluding chapters compile suggestions for improving learning through better sequences of learning materials, including how to take advantage of order effects that encourage learning and how to avoid order effects that discourage learning. Each chapter also highlights questions that may inspire further research. Taken together, these chapters show how order effects in different areas can and do inform each other. In Order to Learn will be of interest to researchers and students in cognitive science, education, machine learning.
Download or read book Instructional Design for Learning written by Norbert M. Seel and published by Springer. This book was released on 2017-04-17 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook on Instructional Design for Learning is a must for all education and teaching students and specialists. It provides a comprehensive overview about the theoretical foundations of the various models of Instructional Design and Technology from its very beginning to the most recent approaches. It elaborates Instructional Design (ID) as a science of educational planning. The book expands on this general understanding of ID and presents an up-to-date perspective on the theories and models for the creation of detailed and precise blueprints for effective instruction. It integrates different theoretical aspects and practical approaches, such as conceptual ID models, technology-based ID, and research-based ID. In doing so, this book takes a multi-perspective view on the questions that are central for professional ID: How to analyze the relevant characteristics of the learner and the environment? How to create precise goals and adequate instruments of assessment? How to design classroom and technology-supported learning environments? How to ensure effective teaching and learning by employing formative and summative evaluation? Furthermore, this book presents empirical findings on the processes that enable effective instructional designing. Finally, this book demonstrates two different fields of application by addressing ID for teaching and learning at secondary schools and colleges, as well as for higher education.
Download or read book Designs for Instructional Designers written by Susan Meyer Markle and published by . This book was released on 1978 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: A textbook for instructional designers considers analysis and design technology based on a programmatic approach, the application of psychological principles, and a trial-and-revision process. The material is organized into 4 principal sections: basic programming principles (covering the basic principles of active responding, "errorless" learning, and immediate feedback, and an examination of programmed text); efficiency in instructional design; alternative approaches to discrimination tasks, higher cognitive instruction, sequencing decisions through conceptual structures, algorithms, and the use of in tellectual skills; and the application of computer models to instructional design. A discussion of various checkpoints addressed in the text is appended. (wz).
Download or read book Instructional Design Theories and Models written by Charles M. Reigeluth and published by Routledge. This book was released on 1983-11-01 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Instructional Design Theories and Models is a thorough yet concise overview of eight of the most comprehensive and best-known attempts to integrate knowledge about effective and appealing instruction. Chapters were written by the original theorists to provide a more accurate and behind-the-scenes look at the theories' development. Instructional Des
Download or read book Learning Analytics written by Johann Ari Larusson and published by Springer. This book was released on 2014-07-04 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: In education today, technology alone doesn't always lead to immediate success for students or institutions. In order to gauge the efficacy of educational technology, we need ways to measure the efficacy of educational practices in their own right. Through a better understanding of how learning takes place, we may work toward establishing best practices for students, educators, and institutions. These goals can be accomplished with learning analytics. Learning Analytics: From Research to Practice updates this emerging field with the latest in theories, findings, strategies, and tools from across education and technological disciplines. Guiding readers through preparation, design, and examples of implementation, this pioneering reference clarifies LA methods as not mere data collection but sophisticated, systems-based analysis with practical applicability inside the classroom and in the larger world. Case studies illustrate applications of LA throughout academic settings (e.g., intervention, advisement, technology design), and their resulting impact on pedagogy and learning. The goal is to bring greater efficiency and deeper engagement to individual students, learning communities, and educators, as chapters show diverse uses of learning analytics to: Enhance student and faculty performance. Improve student understanding of course material. Assess and attend to the needs of struggling learners. Improve accuracy in grading. Allow instructors to assess and develop their own strengths. Encourage more efficient use of resources at the institutional level. Researchers and practitioners in educational technology, IT, and the learning sciences will hail the information in Learning Analytics: From Research to Practice as a springboard to new levels of student, instructor, and institutional success.
Download or read book AI Enhanced Teaching Methods written by Ahmed, Zeinab E. and published by IGI Global. This book was released on 2024-04-22 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital age has ushered in an era where students must be equipped not only with traditional knowledge but also with the skills to navigate an increasingly interconnected and technologically driven world. As traditional teaching methods encounter the complexities of the 21st century, the demand for innovation becomes more apparent. This paves the way for the era of artificial intelligence (AI), a technological frontier that carries the potential to reshape education fundamentally. AI-Enhanced Teaching Methods recognizes the urgency of the ongoing technological shift and delves into an exploration of how AI can be effectively harnessed to redefine the learning experience. The book serves as a guide for educators, offering insights into navigating between conventional teaching methodologies and the possibilities presented by AI. It provides an understanding of AI's role in education, covering topics from machine learning to natural language processing. Ethical considerations, including privacy and bias, are thoroughly addressed with thoughtful solutions as well. Additionally, the book provides valuable support for administrators, aiding in the integration of these technologies into existing curricula.
Download or read book A Practical Guide To Instructional Design written by Henry Ellington & Baharuddin Aris and published by Penerbit UTM. This book was released on 2000 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Algorithmization in Learning and Instruction written by Lev Nakhmanovich Landa and published by Educational Technology. This book was released on 1974 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical models in education.
Download or read book Mindstorms written by Seymour A Papert and published by Basic Books. This book was released on 2020-10-06 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this revolutionary book, a renowned computer scientist explains the importance of teaching children the basics of computing and how it can prepare them to succeed in the ever-evolving tech world. Computers have completely changed the way we teach children. We have Mindstorms to thank for that. In this book, pioneering computer scientist Seymour Papert uses the invention of LOGO, the first child-friendly programming language, to make the case for the value of teaching children with computers. Papert argues that children are more than capable of mastering computers, and that teaching computational processes like de-bugging in the classroom can change the way we learn everything else. He also shows that schools saturated with technology can actually improve socialization and interaction among students and between students and teachers. Technology changes every day, but the basic ways that computers can help us learn remain. For thousands of teachers and parents who have sought creative ways to help children learn with computers, Mindstorms is their bible.
