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"deep learning"

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Practice and thinking on the cultivation of agricultural equipment applied technology talents in higher vocational education under the background of rural revitalization; 乡村振兴背景下对农业装备应用技术 高职人才培养的实践与思考

Article
Professional farmers have become the main body of modern agriculture. Agricultural machinery and equipment have become an important tool of modern agricultural production in rural revitalization. In order to improve the quality of talent training, taking Beijing Vocational College of Agriculture as an example, the school-enterprise cooperation program was deeply explored. The talent training mode of"school-enterprise cooperation education, farming busy with post-practice, farming slack theory exploration, ability level progressive"was explored. The plant protection UAV production enterprises were introduced into the campus practice park to carry out the "modern apprenticeship"training. Through participating in production practice and post training in enterprises, strengthening in-school practical training, carrying out inquiry learning, simulation training and other methods, the comprehensive application ability is cultivated. Implementing"PDCA"teaching quality management can ensure that students have a solid grasp of the structure, work, use, maintenance of modern agricultural equipment, and other technical skills. It can help them become qualified agricultural machinery repairmen, UAV controllers, electricians, and other technicians. © 1994-2021 China Academic Journal Electronic Publishing House. All rights reserved.
Professional farmers have become the main body of modern agriculture. Agricultural machinery and equipment have become an important tool of modern agricultural production in rural revitalization. In order to improve the quality of talent training, taking Beijing Vocational College of Agriculture as …

Research and practice of health information technology personnel training based on Modern Apprenticeship

Conference paper
In recent years, with the deepening of the new medical reform, China has increased investment in health informatization. There is a strong demand for health information technology talents. Health information technology talents not only learn basic information technology skills such as software development, software implementation, software testing, but also learn database management, software installation, software usage, maintenance and other professional knowledge of health information system. In order to better carry out the training of health information technology talents, we jointly recruit modern apprenticeship class students with health and medical information enterprises. This paper expounds how to educate people through work-integrated learning, school-enterprise cooperation and other ways. Compared with the ordinary students of the same grade, the students in the apprenticeship class have adapted to the working and learning mode of health information enterprises, and can independently complete the tasks of health information system development and project implementation, with stronger hands-on ability. The training of health information technology talents based on modern apprenticeship system has a good effect. © 2021 IEEE.
In recent years, with the deepening of the new medical reform, China has increased investment in health informatization. There is a strong demand for health information technology talents. Health information technology talents not only learn basic information technology skills such as software devel …

deep fakes, fake news, and misinformation in online teaching and learning technologies

Book
Choosing the right technologies to match student learning outcomes in today's technology-integrated classrooms presents educators and instructional designers with multiple curricula and instructional design challenges including selecting appropriate technologies to match desired student learning outcomes. As students continue to have broad access to information from a variety of web-based platforms, educators and educational professionals are increasingly tasked with ensuring the information used to complete key assignments or tasks is authentic and from a verifiable resource. As such, the era of deep fakes in images, audios, videos, and digital texts is more prevalent than ever as numerous programs using artificial intelligence (AI) can significantly alter original content to fundamentally change the intent of original content. Moreover, students are being bombarded by a plethora of information that is either intentionally or mistakenly false and must be navigated with care. Accordingly, educators and educational professionals are now tasked with employing best practices to not only teach basic digital literacy and citizenship skills but also to recognize how technology-immersed learning environments interact with deep fakes and misinformation while equipping students with the tools necessary to recognize authentic and altered content. deep Fakes, Fake News, and Misinformation in Online Teaching and learning Technologies is a critical reference source that addresses rising concerns of students' ability to navigate the multitude of false and altered information and content that is easily accessible through online platforms. The chapters go into deeper detail about how deep fakes, fake news, and mis- and dis-information have the potential of negatively affecting the fields of teaching and learning and the importance of student access to content-related tasks from legitimate, vetted resources that accurately reflect the desired information the student means to convey. The book seeks to reinforce the importance of digital literacy and digital citizenship among adolescents. This book is essential for teaching faculty, higher education faculty, higher education administrators, educational software developers, security specialists, information specialists, media specialists, librarians, educational researchers, and students looking for information on how deep fakes and fake news are being navigated within the context of online teaching and educational technologies. © 2021 by IGI Global. All rights reserved.
Choosing the right technologies to match student learning outcomes in today's technology-integrated classrooms presents educators and instructional designers with multiple curricula and instructional design challenges including selecting appropriate technologies …

How deep is Your Knowledge? Consideration to the Breadth and Depth of Knowledge of CAD/CAM in M3-powered Technology CTE Classes

Conference paper
The Making as Micro-manufacture (M3) model describes an approach for authentic learning experiences for production in high-school classrooms. M3 couples the practice of Making (electronics, use of computer-controlled fabrication machines, and programming) with production engineering processes to produce highly customized, low batch-volume products, such as instructional science kits for elementary school classrooms. Of the skills students learn, Computer-Aided Design/Computer-Aided Manufacturing (CAD-CAM) is a key facet to the use of fabrication tools (e.g., 3D printers or laser cutters) in the M3 model. One problem, when taken into consideration of an M3 implementation, is to what ends should CAD-CAM skills be covered in the class. How can students be effectively taught CAD-CAM essentials for practical use in M3 while still avoiding a deep dive into the minutiae of the software/hardware considerations? This paper highlights a CAD-CAM sequence taught within an online distanced M3 powered class. We performed qualitative and quantitative analysis of student's submitted assignments and recorded interactions with online mentors, demonstrating how students develop core CAD-CAM skills and identify key challenges students face in the M3 structured class. Findings from the study illustrated how students were able to develop core competencies such as in CAD-CAM while characterizing the kinds of mistakes that students make in developing said competencies. We conclude on the illustration of a future iteration of an M3 curriculum, one where the challenges students typically face in CAD-CAM are purposefully woven into the assignments themselves, serving as a way to provoke awareness and improvement in skill development. © American Society for Engineering Education, 2021
The Making as Micro-manufacture (M3) model describes an approach for authentic learning experiences for production in high-school classrooms. M3 couples the practice of Making (electronics, use of computer-controlled fabrication machines, and programming) with p …

Designable elements of integrative learning environments at the boundary of school and work: a multiple case study

Article Open Access
learning environment designs at the boundary of school and work can be characterised as integrative because they integrate features from the contexts of school and work. Many different manifestations of such integrative learning environments are found in current vocational education, both in senior secondary education and higher professional education. However, limited research has focused on how to design these learning environments and not much is known about their designable elements (i.e. the epistemic, spatial, instrumental, temporal and social elements that constitute the learning environments). The purpose of this study was to examine manifestations of two categories of integrative learning environment designs: designs based on incorporation; and designs based on hybridisation. Cross-case analysis of six cases in senior secondary vocational education and higher professional education in the Netherlands led to insights into the designable elements of both categories of designs. We report findings about the epistemic, spatial, instrumental, temporal and social elements of the studied cases. Specific characteristics of designs based on incorporation and designs based on hybridisation were identified and links between the designable elements became apparent, thus contributing to a deeper understanding of the design of learning environments that aim to connect the contexts of school and work. © 2020, The Author(s).
learning environment designs at the boundary of school and work can be characterised as integrative because they integrate features from the contexts of school and work. Many different manifestations of such integrative learning

Potential engineers: A systematic literature review exploring Black children's access to and experiences with STEM

Review Open Access
Background: As engineering remains central to the US economy, it is imperative that the innovators of this field reflect the world in which we live. Despite decades of concerted effort to broaden participation in engineering, representation continues to lack. Purpose: The purpose of this paper is to provide education researchers and practitioners with a clear understanding of barriers to the participation of Black American children in science, technology, engineering, and mathematics (STEM). Our interest is driven by the role that precollege STEM experiences play in children's likelihood of becoming potential engineering students. Scope/Method: We conducted a systematic literature review of 41 articles focused on Black children in precollege STEM contexts. Each article underwent individual review to gain deeper insight into key contextual factors that enable and constrain these potential engineers. Results: We situate our research findings in Perna's college choice model to highlight the key factors that may influence one's career and college decisions. The contextual factors are associated with the (1) social, economic, and policy context (e.g., racism, sexism, and classism); (2) STEM educational and community context (i.e., social perceptions and access); and (3) the local support context (i.e., teachers and family). Conclusions: Our results represent the early workings of a “glass ceiling” above the heads of potential engineering students. The underrepresentation of Black Americans who thrive in engineering is a byproduct of the lack of accessibility to quality and advanced learning experiences that too often plague K–12 schools and communities that serve high populations of Black Americans. Such findings have implications for research and practice. © 2021 The Authors. Journal of Engineering Education published by Wiley Periodicals LLC on behalf of American Society for Engineering Education.
Background: As engineering remains central to the US economy, it is imperative that the innovators of this field reflect the world in which we live. Despite decades of concerted effort to broaden participation in engineering, representation continues to lack. Purpose: The purpose of this paper is to …

Do technological knowledge and game-based learning promote students achievement: lesson from Indonesia

Article Open Access
Continuous managing the quality of education in the Covid-19 pandemic has been a unique challenge, and the government has acknowledged to shift from conventional to screen adopting technology. This research attempts to examine the relationship between technological understanding, game-based learning, and students' achievements. This work engaged a quantitative approach with SEM-PLS to gain a deeper understanding of the connectivity among variables. The participants were senior high school students from several places in East Java of Indonesia. The findings indicate that technological knowledge, educational competence, computer skills play an essential role in supporting technology-based learning. However, this study notes that game-based learning in distance learning cannot act as a mediator in enhancing the students’ achievement. This study offers policy-makers the use of game-based learning in the learning process during synchronous learning using technology. © 2021 The Author(s)
Continuous managing the quality of education in the Covid-19 pandemic has been a unique challenge, and the government has acknowledged to shift from conventional to screen adopting technology. This research attempts to examine the relationship between technological understanding, game-based

The Pursuit of Pleasurable Work: Craftwork in Twenty-First Century England

Book
Against the backdrop of an alienating, technologizing and ever-accelerating world of material production, this book tells an intimate story: one about a community of woodworkers training at an historic institution in London’s East End during the present ‘renaissance of craftsmanship’. The animated and scholarly accounts of learning, achievement and challenges reveal the deep human desire to create with our hands, the persistent longing to find meaningful work, and the struggle to realise dreams. In its penetrating explorations of the nature of embodied skill, the book champions greater appreciation for the dexterity, ingenuity and intelligence that lie at the heart of craftwork. © 2022 Trevor H.J. Marchand. All rights reserved.
Against the backdrop of an alienating, technologizing and ever-accelerating world of material production, this book tells an intimate story: one about a community of woodworkers training at an historic institution in London’s East End during the present ‘renaissance of craftsmanship’. The animated a …

A Framework for Implementing an Engineering-Focused STEM Curriculum

Article
Integrated science, technology, engineering, and mathematics (STEM) curricula have taken center stage in the recent education reforms. However, the challenge in teaching STEM curricula lies in finding ways to develop students’ content knowledge and plan suitable learning activities and instructional strategies. This paper is focused on the implementation of STEM curricula by secondary technology and engineering teachers and presents a framework for implementing a STEM curriculum centered on engineering design while illuminating its components, such as curriculum theme, content knowledge, learning activities, and teaching strategies. As an effective STEM teaching strategy relies on content integration, the focal point of this framework is the use of learning activities, such as “inquiry and experiment” and “design and making,” to integrate STEM content into lessons and help students develop core competencies through engineering design processes. This paper is meant to serve as a reference for technology and engineering educators to use when designing and implementing engineering-oriented STEM curricula, thereby providing a deeper learning experience of engineering design and STEM integration in secondary-school classrooms. © 2020, Ministry of Science and Technology, Taiwan.
Integrated science, technology, engineering, and mathematics (STEM) curricula have taken center stage in the recent education reforms. However, the challenge in teaching STEM curricula lies in finding ways to develop students’ content knowledge and plan suitable learni …

Alternatives to the conventional ‘Oxford’ tutorial model: a scoping review

Review Open Access
In higher education, one commonly used teaching approach that is intended to develop deep learning is that of the ‘Oxford’ tutorial—a personalized Socratic approach in which an instructor discusses course-related issues with a handful of students. Even though this conventional tutorial model is well supported in the literature, it may be neglected by research-driven academics and is expensive to operate. The latter issue has placed tutorials in the spotlight because higher education institutions are facing huge funding cuts worldwide. In light of these problems, a scoping review was conducted to explore financially viable alternatives to the Oxford tutorial for management education. Articles in highly ranked management education and development academic journals were collected by searching these catalogs and compiling a database of 48 articles published in four premier journals. These articles were reviewed by two independent raters in order to arrive at 8 alternatives to the Oxford tutorial model that can achieve similar objectives of said tutorials while reducing costs. These alternative tutorial models all involve the application of information communication technologies to tutorials and include peer instruction, simulations and games, online collaborative learning, syndicates, flipped classrooms, communication systems, tailored learning, and portfolios. Challenges and implementation guidelines are explained for each alternative tutorial model. © 2021, The Author(s).
In higher education, one commonly used teaching approach that is intended to develop deep learning is that of the ‘Oxford’ tutorial—a personalized Socratic approach in which an instructor discusses course-related issues with …