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.

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..

Download or read book Smart Learning Environments in the Post Pandemic Era written by Demetrios G. Sampson and published by Springer Nature. This book was released on with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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.

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.

Download or read book Managing Information Technology Resources and Applications in the World Economy written by Information Resources Management Association. International Conference and published by IGI Global. This book was released on 1997-01-01 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Proceedings contains many research and practical papers dealing with the impact and influence of information technology on the global economy.

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.

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.

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.

Download or read book Handbook on Sensor Networks written by Yang Xiao and published by World Scientific. This book was released on 2010 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.

Download or read book Conversation Analytic Perspectives on English Language Learning Teaching and Testing in Global Contexts written by Hanh thi Nguyen and published by Multilingual Matters. This book was released on 2019-02-26 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume brings together 10 cutting-edge empirical studies on the realities of English language learning, teaching and testing in a wide range of global contexts where English is an additional language. It covers three themes: learners’ development of interactional competence, the organization of teaching and testing practices, and sociocultural and ideological forces that may impact classroom interaction. With a decided focus on English-as-a-Foreign-Language contexts, the studies involve varied learner populations, from children to young adults to adults, in different learning environments around the world. The insights gained will be of interest to EFL professionals, as well as teacher trainers, policymakers and researchers.

Download or read book Innovations Through Information Technology written by Information Resources Management Association. International Conference and published by IGI Global. This book was released on 2004-01-01 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations Through Information Technology aims to provide a collection of unique perspectives on the issues surrounding the management of information technology in organizations around the world and the ways in which these issues are addressed. This valuable book is a compilation of features including the latest research in the area of IT utilization and management, in addition to being a valuable source in support of teaching and research agendas.

Download or read book Organizational Knowledge Dynamics Managing Knowledge Creation Acquisition Sharing and Transformation written by Bratianu, Constantin and published by IGI Global. This book was released on 2015-03-31 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Promoting organizational knowledge is an important consideration for any business looking toward the future. Understanding the dynamics of knowledge-intensive organizations is a crucial first step in establishing a strong knowledge base for any organization. Organizational Knowledge Dynamics: Managing Knowledge Creation, Acquisition, Sharing, and Transformation introduces the idea that organizational knowledge is composed of three knowledge fields: cognitive knowledge, emotional knowledge, and spiritual knowledge. This book is useful for graduate students, researchers, and practitioners in knowledge management, intellectual capital, human resources management, change management, and strategic management.

Download or read book Second Language Pragmatics written by Arline Burgmeier and published by Oxford University Press. This book was released on 2020-02-07 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inside Reading Second Edition is a five-level academic reading series that develops students’ reading skills and teaches key academic vocabulary from the Academic Word List.

Download or read book Distributed cognition in learning and behavioral change based on human and artificial intelligence written by Dietrich Albert and published by Frontiers Media SA. This book was released on 2024-01-08 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Design For Manufacturability written by Martin Helander and published by CRC Press. This book was released on 1992-06-18 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work on a systems approach to ergonomic design-manufacturing includes information on ease of manual/automatic assembly, biomechanical, cognitive and perceptual workload, task allocation, job satisfaction, socio-technical systems design,

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 1346 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/.