Analytical Goal Driven Learning Of Procedural Knowledge By Observation

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Analytical Goal-driven Learning of Procedural Knowledge by Observation

Author : Negin Nejati
Publisher : Stanford University
ISBN 13 :
Total Pages : 181 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Analytical Goal-driven Learning of Procedural Knowledge by Observation by : Negin Nejati

Download or read book Analytical Goal-driven Learning of Procedural Knowledge by Observation written by Negin Nejati and published by Stanford University. This book was released on 2011 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge-based approaches to planning and control offer benefits over classical techniques in applications that involve large yet structured state spaces. However, knowledge bases are time consuming and costly to construct. In this dissertation I introduce a framework for analytical learning that enables the agent to acquire generalizable, domain-specific procedural knowledge in the form of goal-indexed hierarchical task networks by observing a small number of successful demonstrations of goal-driven tasks. I discuss how, in contrast with most algorithms for learning by observation, my approach can learn from unannotated input demonstrations by automatically inferring the purpose of each solution step using the background knowledge about the domain. I discuss the role of hierarchical structure, distributed applicability conditions, and goals in the generalizability of the acquired knowledge. I also introduce an approach for adaptively determining the structure of the acquired knowledge that strikes a balance between generality and operationality, and for making the algorithm robust to changes in the structure of background knowledge. This involves resolving interdependencies among goals using temporal information. I present experimental studies on a number of domains which demonstrate that the quality of acquired knowledge is comparable to handcrafted content in terms of both coverage and complexity. In closing, I review related work and directions for future research.

The SAGE Handbook of Workplace Learning

Author : Margaret Malloch
Publisher : SAGE
ISBN 13 : 1446248410
Total Pages : 505 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis The SAGE Handbook of Workplace Learning by : Margaret Malloch

Download or read book The SAGE Handbook of Workplace Learning written by Margaret Malloch and published by SAGE. This book was released on 2010-09-21 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook provides a state-of-the art overview of the field of workplace learning from a global perspective. The authors are all well-placed theoreticians, researchers, and practitioners in this burgeoning field, which cuts across higher education, vocational education and training, post-compulsory secondary schooling, and lifelong education. The volume provides a broad-based, yet incisive analysis of the range of theory, research, and practical developments in workplace learning. The editors draw together the three essential areas of Theory; Research and Practice; and Issues and Futures in the field of Workplace Learning. In addition, final chapters include recommendations for further development. Key researchers and writers in the field have approached workplaces as the base of learning about work, that is, work-based learning. There has also been emerging interest in variations of this idea such as learning about, through, and at work. Many of the theoretical discussions have centred on adult learning and some on learners managing their own learning, with emphasis on aspects such as communities of practice and self directed learning. In Europe and Australia, early work in the field was often linked to the Vocational Education and Training (VET) traditions with concerns around skills, competencies and ′on the job′ learning. The idea that learning and workplaces had more to do with real lifelong and lifewide aspects than traditional "training" regimens has emerged in the last decade. Since the mid 1990s, the field has grown world-wide as an area of theory, research, and practical work that has not only expanded the interest but has also legitimized the area as a field of study, reflection, and progress. The SAGE Handbook of Workplace Learning draws together a wide range of views, theoretical dispositions, and assertions and provides a leading-edge presentation by key writers and researchers with insight into the field and its current state. It is a resource for researchers and academics interested in the scope and breadth of Workplace Learning..

Task Analysis Methods for Instructional Design

Author : David H. Jonassen
Publisher : Routledge
ISBN 13 : 1135674825
Total Pages : 284 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Task Analysis Methods for Instructional Design by : David H. Jonassen

Download or read book Task Analysis Methods for Instructional Design written by David H. Jonassen and published by Routledge. This book was released on 1998-10-01 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Task Analysis Methods for Instructional Design is a handbook of task analysis and knowledge elicitation methods that can be used for designing direct instruction, performance support, and learner-centered learning environments. To design any kind of instruction, it is necessary to articulate a model of how learners should think and perform. This book provides descriptions and examples of five different kinds of task analysis methods: *job/behavioral analysis; *learning analysis; *cognitive task analysis; *activity-based analysis methods; and *subject matter analysis. Chapters follow a standard format making them useful for reference, instruction, or performance support.

Georgetown University Round Table on Languages and Linguistics (GURT) 1993: Strategic Interaction and Language Acquisition

Author : James E. Alatis
Publisher : Georgetown University Press
ISBN 13 : 9781589018525
Total Pages : 628 pages
Book Rating : 4.0/5 (185 download)

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Book Synopsis Georgetown University Round Table on Languages and Linguistics (GURT) 1993: Strategic Interaction and Language Acquisition by : James E. Alatis

Download or read book Georgetown University Round Table on Languages and Linguistics (GURT) 1993: Strategic Interaction and Language Acquisition written by James E. Alatis and published by Georgetown University Press. This book was released on 1994-06-01 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume examine strategies for language acquisition and language teaching, focusing on applications of the strategic interaction method.

Effective Teaching and Successful Learning

Author : Inez De Florio
Publisher : Cambridge University Press
ISBN 13 : 1107112613
Total Pages : 247 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis Effective Teaching and Successful Learning by : Inez De Florio

Download or read book Effective Teaching and Successful Learning written by Inez De Florio and published by Cambridge University Press. This book was released on 2016-06-20 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book applies common sense principles to research findings in order to facilitate effective teaching and successful learning.

How Learning Works

Author : Susan A. Ambrose
Publisher : John Wiley & Sons
ISBN 13 : 0470617608
Total Pages : 336 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis How Learning Works by : Susan A. Ambrose

Download or read book How Learning Works written by Susan A. Ambrose and published by John Wiley & Sons. This book was released on 2010-04-16 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for How Learning Works "How Learning Works is the perfect title for this excellent book. Drawing upon new research in psychology, education, and cognitive science, the authors have demystified a complex topic into clear explanations of seven powerful learning principles. Full of great ideas and practical suggestions, all based on solid research evidence, this book is essential reading for instructors at all levels who wish to improve their students' learning." —Barbara Gross Davis, assistant vice chancellor for educational development, University of California, Berkeley, and author, Tools for Teaching "This book is a must-read for every instructor, new or experienced. Although I have been teaching for almost thirty years, as I read this book I found myself resonating with many of its ideas, and I discovered new ways of thinking about teaching." —Eugenia T. Paulus, professor of chemistry, North Hennepin Community College, and 2008 U.S. Community Colleges Professor of the Year from The Carnegie Foundation for the Advancement of Teaching and the Council for Advancement and Support of Education "Thank you Carnegie Mellon for making accessible what has previously been inaccessible to those of us who are not learning scientists. Your focus on the essence of learning combined with concrete examples of the daily challenges of teaching and clear tactical strategies for faculty to consider is a welcome work. I will recommend this book to all my colleagues." —Catherine M. Casserly, senior partner, The Carnegie Foundation for the Advancement of Teaching "As you read about each of the seven basic learning principles in this book, you will find advice that is grounded in learning theory, based on research evidence, relevant to college teaching, and easy to understand. The authors have extensive knowledge and experience in applying the science of learning to college teaching, and they graciously share it with you in this organized and readable book." —From the Foreword by Richard E. Mayer, professor of psychology, University of California, Santa Barbara; coauthor, e-Learning and the Science of Instruction; and author, Multimedia Learning

Inductive Logic Programming

Author : Luc De Raedt
Publisher : Springer Science & Business Media
ISBN 13 : 364213839X
Total Pages : 268 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Inductive Logic Programming by : Luc De Raedt

Download or read book Inductive Logic Programming written by Luc De Raedt and published by Springer Science & Business Media. This book was released on 2010-07-07 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.

Inductive Logic Programming

Author : Luc Raedt
Publisher : Springer
ISBN 13 : 3642138403
Total Pages : 268 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Inductive Logic Programming by : Luc Raedt

Download or read book Inductive Logic Programming written by Luc Raedt and published by Springer. This book was released on 2010-07-02 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.

Streamlined ID

Author : Miriam B. Larson
Publisher : Routledge
ISBN 13 : 1136311459
Total Pages : 345 pages
Book Rating : 4.1/5 (363 download)

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Book Synopsis Streamlined ID by : Miriam B. Larson

Download or read book Streamlined ID written by Miriam B. Larson and published by Routledge. This book was released on 2013-08-22 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamlined ID: A Practical Guide to Instructional Design presents a focused and generalizable approach to instructional design and development – one that addresses the needs of ID novices, as well as practitioners in a variety of career environments. Emphasizing the essentials and "big ideas" of ID, Streamlined ID presents a new perspective – one that aims to produce instruction that is sustainable, optimized, appropriately redundant, and targeted at continuous improvement. The book features an enhanced version of the classic ADDIE model (Analysis, Design, Development, Implementation, and Evaluation) that emphasizes the iterative nature of design and the role of evaluation throughout the design/development process. It clearly lays out a systematic approach that emphasizes the use of research-based theories, while acknowledging the need to customize the process to address a variety of pedagogical approaches: Instructivist, Constructivist, and Connectivist. The book opens with an overview of the basics of ID and each subsequent chapter describes major activities in the ID process with step-by-step instructions and tips for streamlining the process. Numerous job aids serve to maximize the efficiency and effectiveness of your design efforts. Each chapter highlights key concepts and provides additional exercises and assignments based on the work of Benjamin Bloom. Streamlined ID is an ideal reference guide for optimizing professional practice.

Learning and Understanding

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309074401
Total Pages : 589 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Learning and Understanding by : National Research Council

Download or read book Learning and Understanding written by National Research Council and published by National Academies Press. This book was released on 2002-09-06 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes a fresh look at programs for advanced studies for high school students in the United States, with a particular focus on the Advanced Placement and the International Baccalaureate programs, and asks how advanced studies can be significantly improved in general. It also examines two of the core issues surrounding these programs: they can have a profound impact on other components of the education system and participation in the programs has become key to admission at selective institutions of higher education. By looking at what could enhance the quality of high school advanced study programs as well as what precedes and comes after these programs, this report provides teachers, parents, curriculum developers, administrators, college science and mathematics faculty, and the educational research community with a detailed assessment that can be used to guide change within advanced study programs.

Understanding Medical Education

Author : Tim Swanwick
Publisher : John Wiley & Sons
ISBN 13 : 1119373824
Total Pages : 43 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Understanding Medical Education by : Tim Swanwick

Download or read book Understanding Medical Education written by Tim Swanwick and published by John Wiley & Sons. This book was released on 2019-01-04 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: Created in partnership with the Association for the Study of Medical Education (ASME), this completely revised and updated new edition of Understanding Medical Education synthesizes the latest knowledge, evidence and best practice across the continuum of medical education. Written and edited by an international team, this latest edition continues to cover a wide range of subject matter within five broad areas – Foundations, Teaching and Learning, Assessment and Selection, Research and Evaluation, and Faculty and Learners – as well as featuring a wealth of new material, including new chapters on the science of learning, knowledge synthesis, and learner support and well-being. The third edition of Understanding Medical Education: Provides a comprehensive and authoritative resource summarizing the theoretical and academic bases to modern medical education practice Meets the needs of all newcomers to medical education whether undergraduate or postgraduate, including those studying at certificate, diploma or masters level Offers a global perspective on medical education from leading experts from across the world Providing practical guidance and exploring medical education in all its diversity, Understanding Medical Education continues to be an essential resource for both established educators and all those new to the field.

Model-driven Simulation and Training Environments for Cybersecurity

Author : George Hatzivasilis
Publisher : Springer Nature
ISBN 13 : 3030624331
Total Pages : 179 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Model-driven Simulation and Training Environments for Cybersecurity by : George Hatzivasilis

Download or read book Model-driven Simulation and Training Environments for Cybersecurity written by George Hatzivasilis and published by Springer Nature. This book was released on 2020-11-06 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the Second International Workshop on Model-Driven Simulation and Training Environments for Cybersecurity, MSTEC 2020, held in Guildford, UK, in September 2020 in conjunction with the 24th European Symposium on Research in Computer Security, ESORICS 2020. The conference was held virtually due to the COVID-19 pandemic. The MSTEC Workshop received 20 submissions from which 10 full papers were selected for presentation. The papers are grouped in thematically on: cyber security training modelling; serious games; emulation & simulation studies; attacks; security policies.

Handbook of Research on Science Education

Author : Sandra K. Abell
Publisher : Routledge
ISBN 13 : 1136781218
Total Pages : 1345 pages
Book Rating : 4.1/5 (367 download)

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Book Synopsis Handbook of Research on Science Education by : Sandra K. Abell

Download or read book Handbook of Research on Science Education written by Sandra K. Abell and published by Routledge. This book was released on 2013-03-07 with total page 1345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the art research Handbook provides a comprehensive, coherent, current synthesis of the empirical and theoretical research concerning teaching and learning in science and lays down a foundation upon which future research can be built. The contributors, all leading experts in their research areas, represent the international and gender diversity that exists in the science education research community. As a whole, the Handbook of Research on Science Education demonstrates that science education is alive and well and illustrates its vitality. It is an essential resource for the entire science education community, including veteran and emerging researchers, university faculty, graduate students, practitioners in the schools, and science education professionals outside of universities. The National Association for Research in Science Teaching (NARST) endorses the Handbook of Research on Science Education as an important and valuable synthesis of the current knowledge in the field of science education by leading individuals in the field. For more information on NARST, please visit: http://www.narst.org/.

Handbook On Sensor Networks

Author : Yang Xiao
Publisher : World Scientific
ISBN 13 : 9814469122
Total Pages : 911 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Handbook On Sensor Networks by : Yang Xiao

Download or read book Handbook On Sensor Networks written by Yang Xiao and published by World Scientific. This book was released on 2010-08-30 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensor networks have many interesting applications with great utility; however, their actually deployment and realization rely on continuous innovations and solutions to many challenging problems. Thus, sensor networks have recently attracted the attention of many researchers and practitioners. The compilation of the Handbook on Sensor Networks will meet the demand of the sensor network community for a comprehensive reference and summary of the current state of the area.The Handbook on Sensor Networks is a collection of approximately 40 chapters on sensor network theory and applications. The book spans a wide spectrum and includes topics in medium access control, routing, security and privacy, coverage and connectivity, modeling and simulations, multimedia, energy efficiency, localization and tracking, design and implementation, as well as sensor network applications.

Practical Predictive Analytics and Decisioning Systems for Medicine

Author : Gary D. Miner
Publisher : Academic Press
ISBN 13 : 012411640X
Total Pages : 1111 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Practical Predictive Analytics and Decisioning Systems for Medicine by : Gary D. Miner

Download or read book Practical Predictive Analytics and Decisioning Systems for Medicine written by Gary D. Miner and published by Academic Press. This book was released on 2014-09-27 with total page 1111 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is compromised: patient safety, patient communication, and patient information. Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner.Practical Predictive Analytics and Decisioning Systems for Medicine provides the basics of predictive analytics for those new to the area and focuses on general philosophy and activities in the healthcare and medical system. It explains why predictive models are important, and how they can be applied to the predictive analysis process in order to solve real industry problems. Researchers need this valuable resource to improve data analysis skills and make more accurate and cost-effective decisions. - Includes models and applications of predictive analytics why they are important and how they can be used in healthcare and medical research - Provides real world step-by-step tutorials to help beginners understand how the predictive analytic processes works and to successfully do the computations - Demonstrates methods to help sort through data to make better observations and allow you to make better predictions

Acquisition and Performance of Sports Skills

Author : Terry McMorris
Publisher : John Wiley & Sons
ISBN 13 : 1118444655
Total Pages : 322 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Acquisition and Performance of Sports Skills by : Terry McMorris

Download or read book Acquisition and Performance of Sports Skills written by Terry McMorris and published by John Wiley & Sons. This book was released on 2014-04-02 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: An extensive update of a successful textbook on skill acquisition for sport students. Praised for its clarity of writing style and presentation the new edition will be an essential buy for those needing a practical, sport-focused introduction to the theory and application of human motor skills.

Structural Pattern Analysis

Author : R Mohr
Publisher : World Scientific
ISBN 13 : 981450713X
Total Pages : 273 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Structural Pattern Analysis by : R Mohr

Download or read book Structural Pattern Analysis written by R Mohr and published by World Scientific. This book was released on 1990-01-01 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of 14 papers presented at the workshop organised by the International Association for Pattern Recognition (IAPR) Technical Committee on Syntactical and Structural Pattern Recognition, at Pont-à-Mousson, 1988. These papers which have been expanded, focus on both fundamental aspects and applications. They show that structural methods are a good framework for integrating both symbolic and numerical knowledge for modeling, recognition and also learning. The applications described are on document analysis, speech and image analysis.