Intelligent Educational Machines

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Smart Machines in Education

Author : Kenneth D. Forbus,Paul J. Feltovich
Publisher : Unknown
Page : 502 pages
File Size : 45,7 Mb
Release : 2001
Category : Business & Economics
ISBN : UOM:39015054246296

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Smart Machines in Education by Kenneth D. Forbus,Paul J. Feltovich Pdf

The emerging widespread use of artificial intelligence in education.

Intelligent Educational Machines

Author : Mario Neto Borges,Nival Nunes de Almeida
Publisher : Springer Science & Business Media
Page : 199 pages
File Size : 49,8 Mb
Release : 2007-01-04
Category : Mathematics
ISBN : 9783540449201

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Intelligent Educational Machines by Mario Neto Borges,Nival Nunes de Almeida Pdf

This book presents recent advances in intelligent educational machines. It will be of particular interest to engineers, researchers, and graduate students in Computational Intelligence.

Teaching Machines

Author : Audrey Watters
Publisher : MIT Press
Page : 325 pages
File Size : 52,9 Mb
Release : 2023-02-07
Category : Education
ISBN : 9780262546065

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Teaching Machines by Audrey Watters Pdf

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.

Intelligent Educational Machines

Author : Mario Neto Borges,Nival Nunes de Almeida
Publisher : Springer
Page : 185 pages
File Size : 47,8 Mb
Release : 2007-01-21
Category : Technology & Engineering
ISBN : 9783540449218

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Intelligent Educational Machines by Mario Neto Borges,Nival Nunes de Almeida Pdf

This book presents recent advances in intelligent educational machines. It will be of particular interest to engineers, researchers, and graduate students in Computational Intelligence.

Revolutionizing Education in the Age of AI and Machine Learning

Author : Habib, Maki K.
Publisher : IGI Global
Page : 264 pages
File Size : 46,7 Mb
Release : 2019-09-15
Category : Education
ISBN : 9781522577942

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Revolutionizing Education in the Age of AI and Machine Learning by Habib, Maki K. Pdf

Artificial Intelligence (AI) serves as a catalyst for transformation in the field of digital teaching and learning by introducing novel solutions to revolutionize all dimensions of the educational process, leading to individualized learning experiences, teachers playing a greater role as mentors, and the automation of all administrative processes linked to education. AI and machine learning are already contributing to and are expected to improve the quality of the educational process by providing advantages such as personalized and interactive tutoring with the ability to adjust the content and the learning pace of each individual student while assessing their performance and providing feedback. These shifts in the educational paradigm have a profound impact on the quality and the way we live, interact with each other, and define our values. Thus, there is a need for an earnest inquiry into the cultural repercussions of this phenomenon that extends beyond superficial analyses of AI-based applications in education. Revolutionizing Education in the Age of AI and Machine Learning addresses the need for a scholarly exploration of the cultural and social impacts of the rapid expansion of artificial intelligence in the field of education including potential consequences these impacts could have on culture, social relations, and values. The content within this publication covers such topics as AI and tutoring, role of teachers, physical education and sports, interactive E-learning and virtual laboratories, adaptive curricula development, support critical thinking, and augmented intelligence and it is designed for educators, curriculum developers, instructional designers, educational software developers, education consultants, academicians, administrators, researchers, and professionals.

Teaching Machines

Author : Bill Ferster
Publisher : JHU Press
Page : 216 pages
File Size : 47,9 Mb
Release : 2014-11-17
Category : Education
ISBN : 9781421415413

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Teaching Machines by Bill Ferster Pdf

Technology promises to make learning better, cheaper, faster—but rarely has it kept that promise. The allure of educational technology is easy to understand. Classroom instruction is an expensive and time-consuming process fraught with contradictory theories and frustratingly uneven results. Educators, inspired by machines’ contributions to modern life, have been using technology to facilitate teaching for centuries. In Teaching Machines, Bill Ferster examines past attempts to automate instruction from the earliest use of the postal service for distance education to the current maelstrom surrounding Massive Open Online Courses. He tells the stories of the entrepreneurs and visionaries who, beginning in the colonial era, developed and promoted various instructional technologies. Ferster touches on a wide range of attempts to enhance the classroom experience with machines, from hornbooks, the Chautauqua movement, and correspondence courses to B. F. Skinner’s teaching machine, intelligent tutoring systems, and eLearning. The famed progressive teachers, researchers, and administrators that the book highlights often overcame substantial hurdles to implement their ideas, but not all of them succeeded in improving the quality of education. Teaching Machines provides invaluable new insight into our current debate over the efficacy of educational technology.

A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education

Author : John N. Moye Ph.D.
Publisher : Emerald Group Publishing
Page : 209 pages
File Size : 50,9 Mb
Release : 2019-07-29
Category : Education
ISBN : 9781789739015

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A Machine Learning, Artificial Intelligence Approach to Institutional Effectiveness in Higher Education by John N. Moye Ph.D. Pdf

This book presents a practical, effective, and systematic approach to the measurement, assessment, and sensemaking of institutional performance. Included are strategies to measure and assess the performance of Curriculum, Learning, Instruction, Support Services, and Program Feasibility as well as a meaningful Environmental Scanning method.

Applications of Machine Learning and Artificial Intelligence in Education

Author : Seda Khadimally
Publisher : Information Science Reference
Page : 300 pages
File Size : 44,5 Mb
Release : 2021
Category : Artificial intelligence
ISBN : 1799877760

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Applications of Machine Learning and Artificial Intelligence in Education by Seda Khadimally Pdf

Focuses on the parameters of remote learning, machine learning, deep learning, and artificial intelligence under 21st-century learning and instructional contexts. Topics covered include data coding and social networking technology.

The Educational Intelligent Economy

Author : Tavis D. Jules,Florin D. Salajan
Publisher : Emerald Group Publishing
Page : 304 pages
File Size : 50,8 Mb
Release : 2019-11-25
Category : Education
ISBN : 9781787548527

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The Educational Intelligent Economy by Tavis D. Jules,Florin D. Salajan Pdf

This book examines, from a comparative perspective, the impact of the movement from the so-called knowledge-based economy towards the Intelligent Economy, which is premised upon the application of knowledge. This volume links the advent of this new technological revolution to the world of governance and policy formulation in education.

Machine Learning for Kids

Author : Dale Lane
Publisher : No Starch Press
Page : 290 pages
File Size : 41,5 Mb
Release : 2021-01-19
Category : Computers
ISBN : 9781718500570

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Machine Learning for Kids by Dale Lane Pdf

A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered games and applications using the Scratch programming language. Machine learning (also known as ML) is one of the building blocks of AI, or artificial intelligence. AI is based on the idea that computers can learn on their own, with your help. Machine Learning for Kids will introduce you to machine learning, painlessly. With this book and its free, Scratch-based, award-winning companion website, you'll see how easy it is to add machine learning to your own projects. You don't even need to know how to code! As you work through the book you'll discover how machine learning systems can be taught to recognize text, images, numbers, and sounds, and how to train your models to improve their accuracy. You'll turn your models into fun computer games and apps, and see what happens when they get confused by bad data. You'll build 13 projects step-by-step from the ground up, including: • Rock, Paper, Scissors game that recognizes your hand shapes • An app that recommends movies based on other movies that you like • A computer character that reacts to insults and compliments • An interactive virtual assistant (like Siri or Alexa) that obeys commands • An AI version of Pac-Man, with a smart character that knows how to avoid ghosts NOTE: This book includes a Scratch tutorial for beginners, and step-by-step instructions for every project. Ages 12+

Artificial Intelligence in Education

Author : Matthew N.O. Sadiku,Sarhan M. Musa,Uwakwe C. Chukwu
Publisher : iUniverse
Page : 242 pages
File Size : 48,7 Mb
Release : 2022-01-27
Category : Education
ISBN : 9781663234346

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Artificial Intelligence in Education by Matthew N.O. Sadiku,Sarhan M. Musa,Uwakwe C. Chukwu Pdf

The quest for building an artificial brain developed in the fields of computer science and psychology. Artificial intelligence (AI), sometimes called machine intelligence, refers to intelligence demonstrated by machines, while the natural intelligence is the intelligence displayed by humans and animals. Typically, AI systems demonstrate at least some of the following human behaviors: planning, learning, reasoning, problem solving, knowledge representation, perception, speech recognition, decision-making, language translation, motion, manipulation, intelligence, and creativity. Artificial intelligence is an emerging technology which the educational sector can benefit from. In this book, we consider the applications of AI in key areas of education. Artificial intelligence in education (AIED) refers to the application of AI technologies in educational settings to facilitate teaching, learning, or decision making. AI will impact the education field in the areas of administration, instruction, and personalized, and individualized learning applications. In this book, AI is specifically applied in the following key educational sectors: education, natural sciences, social sciences, computer science, engineering, business, and medicine.

Super-Intelligent Machines

Author : Bill Hibbard
Publisher : Springer Science & Business Media
Page : 221 pages
File Size : 54,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461507598

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Super-Intelligent Machines by Bill Hibbard Pdf

Super-Intelligent Machines combines neuroscience and computer science to analyze future intelligent machines. It describes how they will mimic the learning structures of human brains to serve billions of people via the network, and the superior level of consciousness this will give them. Whereas human learning is reinforced by self-interests, this book describes the selfless and compassionate values that must drive machine learning in order to protect human society. Technology will change life much more in the twenty-first century than it has in the twentieth, and Super-Intelligent Machines explains how that can be an advantage.

An Introduction to Artificial Intelligence in Education

Author : Shengquan Yu,Yu Lu
Publisher : Springer Nature
Page : 205 pages
File Size : 54,9 Mb
Release : 2021-11-29
Category : Education
ISBN : 9789811627705

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An Introduction to Artificial Intelligence in Education by Shengquan Yu,Yu Lu Pdf

This book systematically reviews a broad range of cases in education that utilize cutting-edge AI technologies. Furthermore, it introduces readers to the latest findings on the scope of AI in education, so as to inspire researchers from non-technological fields (e.g. education, psychology and neuroscience) to solve education problems using the latest AI techniques. It also showcases a number of established AI systems and products that have been employed for education. Lastly, the book discusses how AI can offer an enabling technology for critical aspects of education, typically including the learner, content, strategy, tools and environment, and what breakthroughs and advances the future holds. The book provides an essential resource for researchers, students and industrial practitioners interested and engaged in the fields of AI and education. It also offers a convenient handbook for non-professional readers who need a primer on AI in education, and who want to gain a deeper understanding of emerging trends in this domain.

Applications of Machine Learning and Artificial Intelligence in Education

Author : Khadimally, Seda
Publisher : IGI Global
Page : 271 pages
File Size : 53,8 Mb
Release : 2022-02-18
Category : Education
ISBN : 9781799877783

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Applications of Machine Learning and Artificial Intelligence in Education by Khadimally, Seda Pdf

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.

Learning for the Age of Artificial Intelligence

Author : Alan M. Lesgold
Publisher : Routledge
Page : 275 pages
File Size : 52,6 Mb
Release : 2019-03-04
Category : Education
ISBN : 9780429680212

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Learning for the Age of Artificial Intelligence by Alan M. Lesgold Pdf

Learning for the Age of Artificial Intelligence is a richly informed argument for curricular change to educate people towards achievement and success as intelligent machine systems proliferate. Describing eight key competences, this comprehensive volume prepares educational leaders, designers, researchers, and policymakers to effectively rethink the knowledge, skills, and environments that students need to thrive and avoid displacement in today’s technology-enhanced culture and workforce. Essential insights into school operations, machine learning, complex training and assessment, and economic challenges round out this cogent, relatable discussion about the imminent evolution of the education sector.