Download or read book Machine Learning Approaches for Improvising Modern Learning Systems written by Gulzar, Zameer and published by IGI Global. This book was released on 2021-05-14 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology is currently playing a vital role in revolutionizing education systems and progressing academia into the digital age. Technological methods including data mining and machine learning are assisting with the discovery of new techniques for improving learning environments in regions across the world. As the educational landscape continues to rapidly transform, researchers and administrators need to stay up to date on the latest advancements in order to elevate the quality of teaching in their specific institutions. Machine Learning Approaches for Improvising Modern Learning Systems provides emerging research exploring the theoretical and practical aspects of technological enhancements in educational environments and the popularization of contemporary learning methods in developing countries. Featuring coverage on a broad range of topics such as game-based learning, intelligent tutoring systems, and course modelling, this book is ideally designed for researchers, scholars, administrators, policymakers, students, practitioners, and educators seeking current research on the digital transformation of educational institutions.

Download or read book New Developments in Pathways Towards Diversity and Inclusion in STEM A United States Perspective written by Alexander Gates and published by Frontiers Media SA. This book was released on 2022-10-17 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Louis Stokes Alliances for Minority Participation (LSAMP) program of the US National Science Foundation has been a primary force for raising the success and graduation of minority students in STEM for 30 years. Increasing the number of underrepresented students earning baccalaureate degrees, and entering graduate school in STEM is the goal of LSAMP. This goal has been nearly achieved through the formation of alliances of degree granting institutions of higher learning, varying from community colleges to major research institutions. Currently there are 59 alliances including more than 400 institutions. LSAMP is responsible for more than 650,000 bachelor’s degrees earned by minority students in STEM. The papers for this Research Topic should focus on the use of LSAMP activities, programs and collaborations to develop pathways to success and graduation of STEM majors from minority groups that underrepresented in STEM. These pathways can include any segment from pre-college through graduate school. Areas of special interest include mentoring, research experiences, transitions between levels and novel approaches for retention. The studies should be research based and rigorous. They can be pure research studies, curriculum and design or literature reviews but they must be at a cutting edge level and be subject to detailed review and assessment.

Download or read book Machine Learning Algorithms for Signal and Image Processing written by Deepika Ghai and published by John Wiley & Sons. This book was released on 2022-11-18 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Algorithms for Signal and Image Processing Enables readers to understand the fundamental concepts of machine and deep learning techniques with interactive, real-life applications within signal and image processing Machine Learning Algorithms for Signal and Image Processing aids the reader in designing and developing real-world applications using advances in machine learning to aid and enhance speech signal processing, image processing, computer vision, biomedical signal processing, adaptive filtering, and text processing. It includes signal processing techniques applied for pre-processing, feature extraction, source separation, or data decompositions to achieve machine learning tasks. Written by well-qualified authors and contributed to by a team of experts within the field, the work covers a wide range of important topics, such as: Speech recognition, image reconstruction, object classification and detection, and text processing Healthcare monitoring, biomedical systems, and green energy How various machine and deep learning techniques can improve accuracy, precision rate recall rate, and processing time Real applications and examples, including smart sign language recognition, fake news detection in social media, structural damage prediction, and epileptic seizure detection Professionals within the field of signal and image processing seeking to adapt their work further will find immense value in this easy-to-understand yet extremely comprehensive reference work. It is also a worthy resource for students and researchers in related fields who are looking to thoroughly understand the historical and recent developments that have been made in the field.

Download or read book Assessment for Excellence written by Alexander W. Astin and published by Rowman & Littlefield Publishers. This book was released on 2012-07-13 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of Assessment for Excellence arrives as higher education enters a new era of the accountability movement. In the face of mandates such as results-based funding and outcomes-based accreditation, institutions and assessment specialists are feeling increasingly pressured to demonstrate accountability to external constituencies. The practice of assessment under these new accountability pressures takes on special significance for the education of students and the development of talent across the entire higher education system. This book introduces a talent development approach to educational assessment as a counter to prevailing philosophies, illustrating how contemporary practices are unable to provide institutions with meaningful data with which to improve educational outcomes. It provides administrators, policymakers, researchers, and analysts with a comprehensive framework for developing new assessment programs to promote talent development and for scrutinizing existing policies and practices. Written for a wide audience, the book enables the lay reader to quickly grasp the imperatives of a properly-designed assessment program, and also to gain adequate statistical understanding necessary for examining current or planned assessment policies. More advanced readers will appreciate the technical appendix for assistance in conducting statistical analyses that align with a talent development approach. In addition, institutional researchers will benefit from sections that outline the development of appropriate student databases.

Download or read book Rethinking Engineering Education written by Edward F. Crawley and published by Springer Science & Business Media. This book was released on 2014-04-02 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes an approach to engineering education that integrates a comprehensive set of personal, interpersonal, and professional engineering skills with engineering disciplinary knowledge in order to prepare innovative and entrepreneurial engineers. The education of engineers is set in the context of engineering practice, that is, Conceiving, Designing, Implementing, and Operating (CDIO) through the entire lifecycle of engineering processes, products, and systems. The book is both a description of the development and implementation of the CDIO model and a guide to engineering programs worldwide that seek to improve the education of young engineers.

Download or read book The College Dropout Scandal written by David Kirp and published by Oxford University Press. This book was released on 2019-07-01 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Higher education today faces a host of challenges, from quality to cost. But too little attention gets paid to a startling fact: four out of ten students -- that's more than ten percent of the entire population - -who start college drop out. The situation is particularly dire for black and Latino students, those from poor families, and those who are first in their families to attend college. In The College Dropout Scandal, David Kirp outlines the scale of the problem and shows that it's fixable - -we already have the tools to boost graduation rates and shrink the achievement gap. Many college administrators know what has to be done, but many of them are not doing the job - -the dropout rate hasn't decreased for decades. It's not elite schools like Harvard or Williams who are setting the example, but places like City University of New York and Long Beach State, which are doing the hard work to assure that more students have a better education and a diploma. As in his New York Times columns, Kirp relies on vivid, on-the-ground reporting, conversations with campus leaders, faculty and students, as well as cogent overviews of cutting-edge research to identify the institutional reforms--like using big data to quickly identify at-risk students and get them the support they need -- and the behavioral strategies -- from nudges to mindset changes - -that have been proven to work. Through engaging stories that shine a light on an underappreciated problem in colleges today, David Kirp's hopeful book will prompt colleges to make student success a top priority and push more students across the finish line, keeping their hopes of achieving the American Dream alive.

Download or read book AI and education written by Miao, Fengchun and published by UNESCO Publishing. This book was released on 2021-04-08 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]

Download or read book Teaching and Learning STEM written by Richard M. Felder and published by John Wiley & Sons. This book was released on 2024-03-19 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widely used STEM education book, updated Teaching and Learning STEM: A Practical Guide covers teaching and learning issues unique to teaching in the science, technology, engineering, and math (STEM) disciplines. Secondary and postsecondary instructors in STEM areas need to master specific skills, such as teaching problem-solving, which are not regularly addressed in other teaching and learning books. This book fills the gap, addressing, topics like learning objectives, course design, choosing a text, effective instruction, active learning, teaching with technology, and assessment—all from a STEM perspective. You’ll also gain the knowledge to implement learner-centered instruction, which has been shown to improve learning outcomes across disciplines. For this edition, chapters have been updated to reflect recent cognitive science and empirical educational research findings that inform STEM pedagogy. You’ll also find a new section on actively engaging students in synchronous and asynchronous online courses, and content has been substantially revised to reflect recent developments in instructional technology and online course development and delivery. Plan and deliver lessons that actively engage students—in person or online Assess students’ progress and help ensure retention of all concepts learned Help students develop skills in problem-solving, self-directed learning, critical thinking, teamwork, and communication Meet the learning needs of STEM students with diverse backgrounds and identities The strategies presented in Teaching and Learning STEM don’t require revolutionary time-intensive changes in your teaching, but rather a gradual integration of traditional and new methods. The result will be a marked improvement in your teaching and your students’ learning.

Download or read book Handbook of Statistical Analysis and Data Mining Applications written by Ken Yale and published by Elsevier. This book was released on 2017-11-09 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. - Includes input by practitioners for practitioners - Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models - Contains practical advice from successful real-world implementations - Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions - Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications

Download or read book Overcoming Barriers to Student Understanding written by Jan Meyer and published by Routledge. This book was released on 2006-09-27 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: It has long been a matter of concern to teachers in higher education why certain students ‘get stuck’ at particular points in the curriculum whilst others grasp concepts with comparative ease. What accounts for this variation in student performance and, more importantly, how can teachers change their teaching and courses to help students overcome such barriers? This book examines the difficulties of student learning and offers advice on how to overcome them through course design, assessment practice and teaching methods. It also provides innovative case material from a wide range of institutions and disciplines, including the social sciences, the humanities, the sciences and economics.

Download or read book Success in Higher Education written by Leigh N. Wood and published by Springer. This book was released on 2016-10-26 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores successful transition strategies to, within and from university for students from around the globe, with Macquarie University, a large Australian university, studied in depth. It addresses the meaning of success taking a variety of perspectives, including student, staff and employer views. The chapters present a series of initiatives that have proven to be successful in assisting students in developing their academic potential throughout university and beyond. The authors of the chapters use a variety of methodologies and approaches reflecting the diverse local contexts and requirements. These international perspectives demonstrate a triumph of practice that has led to the empowerment of individuals and groups. The approaches from twelve universities located in eight different countries stem directly from the coalface and provide many valuable lessons and tools that colleagues in the sector will be able to consider and adapt in their own contexts. Small interventions matter, from a mentor of a nervous student who goes on to achieve greatness, to the use of a curriculum design model that hooks a whole group of students into learning and achievement. This book covers both the small, individual victories and the larger scale strategies that support success. Contributions emanate from Australia, Bangladesh, India, China, New Zealand, United Kingdom, Canada, USA, Uruguay and South Africa.

Download or read book Innovative Learning Environments in STEM Higher Education written by Jungwoo Ryoo and published by Springer Nature. This book was released on 2021-03-11 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: As explored in this open access book, higher education in STEM fields is influenced by many factors, including education research, government and school policies, financial considerations, technology limitations, and acceptance of innovations by faculty and students. In 2018, Drs. Ryoo and Winkelmann explored the opportunities, challenges, and future research initiatives of innovative learning environments (ILEs) in higher education STEM disciplines in their pioneering project: eXploring the Future of Innovative Learning Environments (X-FILEs). Workshop participants evaluated four main ILE categories: personalized and adaptive learning, multimodal learning formats, cross/extended reality (XR), and artificial intelligence (AI) and machine learning (ML). This open access book gathers the perspectives expressed during the X-FILEs workshop and its follow-up activities. It is designed to help inform education policy makers, researchers, developers, and practitioners about the adoption and implementation of ILEs in higher education.

Download or read book Learning Creating and Using Knowledge written by Joseph D. Novak and published by Routledge. This book was released on 2010-02-02 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fully revised and updated edition of Learning, Creating, and Using Knowledge recognizes that the future of economic well being in today's knowledge and information society rests upon the effectiveness of schools and corporations to empower their people to be more effective learners and knowledge creators. Novak’s pioneering theory of education presented in the first edition remains viable and useful. This new edition updates his theory for meaningful learning and autonomous knowledge building along with tools to make it operational ─ that is, concept maps, created with the use of CMapTools and the V diagram. The theory is easy to put into practice, since it includes resources to facilitate the process, especially concept maps, now optimised by CMapTools software. CMapTools software is highly intuitive and easy to use. People who have until now been reluctant to use the new technologies in their professional lives are will find this book particularly helpful. Learning, Creating, and Using Knowledge is essential reading for educators at all levels and corporate managers who seek to enhance worker productivity.

Download or read book Innovation in Information Systems and Technologies to Support Learning Research written by Mohammed Serrhini and published by Springer Nature. This book was released on 2019-11-30 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides glimpses into contemporary research in information systems & technology, learning, artificial intelligence (AI), machine learning, and security and how it applies to the real world, but the ideas presented also span the domains of telehealth, computer vision, the role and use of mobile devices, brain–computer interfaces, virtual reality, language and image processing and big data analytics and applications. Great research arises from asking pertinent research questions. This book reveals some of the authors’ “beautiful questions” and how they develop the subsequent “what if” and “how” questions, offering readers food for thought and whetting their appetite for further research by the same authors.

Download or read book Modelling Learners and Learning in Science Education written by Keith S. Taber and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sets out the necessary processes and challenges involved in modeling student thinking, understanding and learning. The chapters look at the centrality of models for knowledge claims in science education and explore the modeling of mental processes, knowledge, cognitive development and conceptual learning. The conclusion outlines significant implications for science teachers and those researching in this field. This highly useful work provides models of scientific thinking from different field and analyses the processes by which we can arrive at claims about the minds of others. The author highlights the logical impossibility of ever knowing for sure what someone else knows, understands or thinks, and makes the case that researchers in science education need to be much more explicit about the extent to which research onto learners’ ideas in science is necessarily a process of developing models. Through this book we learn that research reports should acknowledge the role of modeling and avoid making claims that are much less tentative than is justified as this can lead to misleading and sometimes contrary findings in the literature. In everyday life we commonly take it for granted that finding out what another knows or thinks is a relatively trivial or straightforward process. We come to take the ‘mental register’ (the way we talk about the ‘contents’ of minds) for granted and so teachers and researchers may readily underestimate the challenges involved in their work.

Download or read book Sentipensante sensing thinking Pedagogy written by Laura I. Rendón and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenging, inspiring, beautifully written, and unusual, this book calls readers to find ways to link mind and heart -- thinking and feeling -- to transform teaching and learning in higher education. Laura Rendon has illustrated how one can unite one's deep beliefs, values, and feelings, with one's keen analytical and intellectual abilities...an important, thought-provoking, and unique addition to the literature on teaching, learning, and the academic life. The Review of Higher Education on the first editionThis new and expanded edition of the acclaimed and successful book by nationally-recognized student advocate, activist scholar and contemplative educator, Laura Rendon, will surely find new audiences who are eager to create teaching and learning environments where the learner is fully present and engaged using the full capacities of mind, body and senses; and where the learning experience can be simultaneously subjective and objective, a view which challenges the privileged notion that only reason and objective modes of learning are valid. While the pedagogy can be employed with all students, Rendon provides support for faculty who work with low-income, first-generation, and racially-minoritized learners. Sentipensante Pedagogy benefits all students through holistically meeting their emotional needs and quest for knowledge, and simultaneously fostering their civic sense, critical consciousness, and community engagement.Rendon offers an inspirational and contemplative pedagogy that leverages student assets and addresses the rhythmic balance and interconnection between intellectual, social, emotional, and inner-life skill development. The book blends academic discussions about pedagogy and diverse world views as it inspires a new generation of faculty and staff to develop blueprints for democratic, decolonial teaching and learning environments.The sensing / thinking approach has been successfully adopted and adapted in courses and seminars across many academic disciplines, including STEM, in two- and four-year colleges institutions. Several colleges and universities have created centers around contemplative studies and pedagogy with applications extending to the K-12 education arena.As with adopting any new pedagogical approach, planning and thought needs to be given on how to integrate its reflective and creative elements with course content. This book offers inspiration and guidance for faculty who want to holistically address the needs, aspirations, and individual development of their students

Download or read book Strengthening Forensic Science in the United States written by National Research Council and published by National Academies Press. This book was released on 2009-07-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.