Download or read book Networks for Learning written by Chris Brown and published by Routledge. This book was released on 2018-01-02 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Educational researchers, policy-makers and practitioners are increasingly focusing their attention on Professional Learning Networks in order to facilitate teacher development and encourage school and school system improvement. However, despite the understanding that PLNs can contribute significantly to improving teaching practice and student achievement, there are key challenges regarding their use. These challenges include: ensuring PLNs can provide opportunities for generating and sharing knowledge within schools enabling teachers and professionals to direct their own development helping individuals change their practices through inquiry-led approaches facilitating partnerships which work across a variety of stakeholders In this new edited volume, Brown and Poortman evaluate these challenges from both a theoretical and practical approach. A multitude of perspectives from a team of international contributors covers: the importance of Professional Learning Networks the use of evidence within PLNs the impact of inter-school networks international cases of networks and communities the promotion and sustainability of PLNs Also featuring case studies and exemplars to contextualise sustainable learning networks, Networks For Learning is an accessible and thoroughly-researched book, which will be essential reading and a valuable resource for researchers, teachers and school leaders who are interested in developing professional learning networks.
Download or read book Teaching Machines written by Audrey Watters and published by MIT Press. This book was released on 2023-02-07 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: How ed tech was born: Twentieth-century teaching machines--from Sidney Pressey's mechanized test-giver to B. F. Skinner's behaviorist bell-ringing box. Contrary to popular belief, ed tech did not begin with videos on the internet. The idea of technology that would allow students to "go at their own pace" did not originate in Silicon Valley. In Teaching Machines, education writer Audrey Watters offers a lively history of predigital educational technology, from Sidney Pressey's mechanized positive-reinforcement provider to B. F. Skinner's behaviorist bell-ringing box. Watters shows that these machines and the pedagogy that accompanied them sprang from ideas--bite-sized content, individualized instruction--that had legs and were later picked up by textbook publishers and early advocates for computerized learning. Watters pays particular attention to the role of the media--newspapers, magazines, television, and film--in shaping people's perceptions of teaching machines as well as the psychological theories underpinning them. She considers these machines in the context of education reform, the political reverberations of Sputnik, and the rise of the testing and textbook industries. She chronicles Skinner's attempts to bring his teaching machines to market, culminating in the famous behaviorist's efforts to launch Didak 101, the "pre-verbal" machine that taught spelling. (Alternate names proposed by Skinner include "Autodidak," "Instructomat," and "Autostructor.") Telling these somewhat cautionary tales, Watters challenges what she calls "the teleology of ed tech"--the idea that not only is computerized education inevitable, but technological progress is the sole driver of events.
Download or read book Learning Networks written by Linda Marie Harasim and published by MIT Press. This book was released on 1995 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field; Learning networks: an introduction; Networks for schools: exemplars and experiences; Networks for higher education, training, and informal learning: exemplares and experiences; The guide; Designs for learning networks; Getting started: the implementation process; Teaching online; Learning online; Problems in paradise: expect the best, prepare for the worst; The future; New directions; Network learning: a paradign for the twenty-first century; Epilogue: email from the future; Appendixes; Indice.
Download or read book Learning Together Online written by Starr Roxanne Hiltz and published by Routledge. This book was released on 2004-09-22 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the past and future of research on the effectiveness of "asynchronous learning networks" courses in which students and teachers learn together online via the Internet. An integrated theoretical framework called "Online Interaction Lea
Download or read book The Architecture of Productive Learning Networks written by Lucila Carvalho and published by Routledge. This book was released on 2014-03-14 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Architecture of Productive Learning Networks explores the characteristics of productive networked learning situations and, through a series of case studies, identifies some of the key qualities of successful designs. The case studies include networks from a variety of disciplinary and professional fields, including graphic design, chemistry, health care, library science, and teacher education. These learning networks have been implemented in a variety of settings: undergraduate courses in higher education, continuing professional development, and informal networks for creating and sharing knowledge on a particular topic. They are rich in reusable design ideas. The book introduces a framework for analyzing learning networks to show how knowledge, human interaction and physical and digital resources combine in the operation of productive learning networks. The book also argues that learning through interaction in networks has a long history. It combines ideas from architecture, anthropology, archaeology, education, sociology and organizational theory to illustrate and understand networked forms of learning.
Download or read book Better Together written by Tom Vander Ark and published by John Wiley & Sons. This book was released on 2018-06-05 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bring students, teachers, and administrators together to facilitate higher school achievement Better Together presents a tour through one of the modern era’s most important educational innovations, and provides smart strategy for working optimally within the school network sphere. There are more than 50 high-quality scaled charter networks in the U.S.; most share a learning model, professional supports, and—increasingly—platform tools. Although these charter schools get most of the attention, there are over a dozen other networks that connect district schools and provide design principles, curriculum materials, technology tools, and professional learning opportunities to streamline school improvement and help build great new schools from scratch. This book details some of the many success stories, and includes expert analysis of learning models, strategies, and innovations that are making quality scalable and helping schools produce more positive student outcomes. Illustrative examples from the New Tech Network, Summit Public Schools, Big Picture, and other big-name networks provide both guidance and inspiration, while expert discussion clarifies essential details and processes for implementation. Teachers and administrators will find much food for thought both inside and outside of a school network system. Examine proven learning models for scaled school networks Explore the latest innovations for more effective collaborations Read success stories from school networks across the country Learn smart strategies for optimizing the educational network experience Digital platforms have transformed the way we connect with friends, family, colleagues, and businesses. That revolution has finally come to education, opening doors to collaboration, resource expansion, and school success. Better Together explores beyond disruption to show how the U.S. K-12 system is truly evolving.
Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-10 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Download or read book Researching and Understanding Educational Networks written by Robert McCormick and published by Routledge. This book was released on 2010-06-25 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discussing educational networks, this book presents analyses of the problems with the theories of teacher learning, and explores what network theories can be brought to the problem of how teachers and schools create and share knowledge about practice
Download or read book Educational Networking written by Alejandro Peña-Ayala and published by Springer Nature. This book was released on 2019-11-08 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is related to the educational networking (EN) domain, an incipient but disrupting trend engaged in extending and improving formal and informal academic practices by means of the support given by online social networks (OSNs) and Web 2.0 technologies. With the aim of contributing to spread the knowledge and development of the arena, this volume introduces ten recent works, whose content meets the quality criteria of formal scientific labor that is worthy to be published according to following five categories: · Reviews: gather three overviews that focus on K-12 EN practice, mixed methods approaches using social network analysis for learning and education, and a broad landscape of the recent accomplished labor. · Conceptual: presents a work where a theoretical framework is proposed to overcome barriers that constrain the use of OSNs for educational purposes by means of a Platform Adoption Model. · Projects: inform a couple of initiatives, where one fosters groups and networks for teachers involved in distance education, and the other encourages students the author academic videos to improve motivation and engagement. · Approaches: offer three experiences related to: Wiki and Blog usage for assessment affairs, application of a method that encourages OSNs users to actively post and repost valuable information for the learning community, and the recreation of learning spaces in context–aware to boost EN. · Study: applies an own method to ranking Mexican universities based on maximal clique, giving as a result a series of complex visual networks that characterize the tides among diverse features that describe academic institutions practice. In resume, this volume offers a fresh reference of an emergent field that contributes to spreading and enhancing the provision of education in classrooms and online settings through social constructivism and collaboration policy. Thus, it is expected the published content encourages researchers, practitioners, professors, and postgraduate students to consider their future contribution to extent the scope and impact of EN in formal and informal teaching and learning endeavors.
Download or read book Virtual Professional Development and Informal Learning via Social Networks written by Dennen, Vanessa P. and published by IGI Global. This book was released on 2012-06-30 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book will examine how individuals and organizations are using Web 2.0 tools to create informal learning and professional development opportunities"-- Provided by publisher.
Download or read book Collaboration and Networking in Education written by Daniel Muijs and published by Springer Science & Business Media. This book was released on 2011-01-04 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collaboration and networking have recently come to the fore as major school improvement strategies in a number of countries. A variety of initiatives, from government and other agencies, have encouraged collaboration and led to a lot of practical activity in this area. However, at present there are no texts in education that explore collaboration and networking from both a theoretical and practical perspective. In this book, we aim to provide a theoretical background to educational collaboration, drawing on research and theory in policy studies, psychology and sociology, leading ultimately to a typology of networks. This theoretical base will be tested in the discussion of a number of case studies referring to specific initiatives such as the Federations programme, multi-agency collaboration and Networked Learning Communities. Lessons for practice will be drawn and presented in terms of factors internal and external to the school. The key issue of network leadership will be addressed here as well.
Download or read book Machine Learning in Complex Networks written by Thiago Christiano Silva and published by Springer. This book was released on 2016-01-28 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a stochastic particle competition technique for both non-supervised and semi-supervised learning using a stochastic nonlinear dynamical system is described in details. Moreover, an analytical analysis is supplied, which enables one to predict the behavior of the proposed technique. In addition, data reliability issues are explored in semi-supervised learning. Such matter has practical importance and is not often found in the literature. With the goal of validating these techniques for solving real problems, simulations on broadly accepted databases are conducted. Still in this book, we present a hybrid supervised classification technique that combines both low and high orders of learning. The low level term can be implemented by any classification technique, while the high level term is realized by the extraction of features of the underlying network constructed from the input data. Thus, the former classifies the test instances by their physical features, while the latter measures the compliance of the test instances with the pattern formation of the data. We show that the high level technique can realize classification according to the semantic meaning of the data. This book intends to combine two widely studied research areas, machine learning and complex networks, which in turn will generate broad interests to scientific community, mainly to computer science and engineering areas.
Download or read book Neural Network Learning and Expert Systems written by Stephen I. Gallant and published by MIT Press. This book was released on 1993 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: presents a unified and in-depth development of neural network learning algorithms and neural network expert systems
Download or read book Getting Smart written by Tom Vander Ark and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive look at the promise and potential of online learning In our digital age, students have dramatically new learning needs and must be prepared for the idea economy of the future. In Getting Smart, well-known global education expert Tom Vander Ark examines the facets of educational innovation in the United States and abroad. Vander Ark makes a convincing case for a blend of online and onsite learning, shares inspiring stories of schools and programs that effectively offer "personal digital learning" opportunities, and discusses what we need to do to remake our schools into "smart schools." Examines the innovation-driven world, discusses how to combine online and onsite learning, and reviews "smart tools" for learning Investigates the lives of learning professionals, outlines the new employment bargain, examines online universities and "smart schools" Makes the case for smart capital, advocates for policies that create better learning, studies smart cultures
Download or read book Networks of Learning Automata written by M.A.L. Thathachar and published by Springer Science & Business Media. This book was released on 2011-06-27 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks of Learning Automata: Techniques for Online Stochastic Optimization is a comprehensive account of learning automata models with emphasis on multiautomata systems. It considers synthesis of complex learning structures from simple building blocks and uses stochastic algorithms for refining probabilities of selecting actions. Mathematical analysis of the behavior of games and feedforward networks is provided. Algorithms considered here can be used for online optimization of systems based on noisy measurements of performance index. Also, algorithms that assure convergence to the global optimum are presented. Parallel operation of automata systems for improving speed of convergence is described. The authors also include extensive discussion of how learning automata solutions can be constructed in a variety of applications.
Download or read book The Origins of Higher Learning written by Roy Lowe and published by Taylor & Francis. This book was released on 2016-10-04 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher education has become a worldwide phenomenon where students now travel internationally to pursue courses and careers, not simply as a global enterprise, but as a network of worldwide interconnections. The Origins of Higher Learning: Knowledge networks and the early development of universities is an account of the first globalisation that has led us to this point, telling of how humankind first developed centres of higher learning across the vast landmass from the Atlantic to the China Sea. This book opens a much-needed debate on the origins of higher learning, exploring how, why and where humankind first began to take a sustained interest in questions that went beyond daily survival. Showing how these concerns became institutionalised and how knowledge came to be transferred from place to place, this book explores important aspects of the forerunners of globalisation. It is a narrative which covers much of Asia, North Africa and Europe, many parts of which were little known beyond their own boundaries. Spanning from the earliest civilisations to the end of the European Middle Ages, around 700 years ago, here the authors set out crucial findings for future research and investigation. This book shows how interconnections across continents are nothing new and that in reality, humankind has been interdependent for a much longer period than is widely recognised. It is a book which challenges existing accounts of the origins of higher learning in Europe and will be of interest to all those who wish to know more about the world of academia.
Download or read book Guide to Implementing the Next Generation Science Standards written by National Research Council and published by National Academies Press. This book was released on 2015-03-27 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Framework for K-12 Science Education and Next Generation Science Standards (NGSS) describe a new vision for science learning and teaching that is catalyzing improvements in science classrooms across the United States. Achieving this new vision will require time, resources, and ongoing commitment from state, district, and school leaders, as well as classroom teachers. Successful implementation of the NGSS will ensure that all K-12 students have high-quality opportunities to learn science. Guide to Implementing the Next Generation Science Standards provides guidance to district and school leaders and teachers charged with developing a plan and implementing the NGSS as they change their curriculum, instruction, professional learning, policies, and assessment to align with the new standards. For each of these elements, this report lays out recommendations for action around key issues and cautions about potential pitfalls. Coordinating changes in these aspects of the education system is challenging. As a foundation for that process, Guide to Implementing the Next Generation Science Standards identifies some overarching principles that should guide the planning and implementation process. The new standards present a vision of science and engineering learning designed to bring these subjects alive for all students, emphasizing the satisfaction of pursuing compelling questions and the joy of discovery and invention. Achieving this vision in all science classrooms will be a major undertaking and will require changes to many aspects of science education. Guide to Implementing the Next Generation Science Standards will be a valuable resource for states, districts, and schools charged with planning and implementing changes, to help them achieve the goal of teaching science for the 21st century.
