Educators regularly struggle with how to engage students in an environment in which students are increasingly distracted especially with online courses. Courses delivered online found a rapidly growing component of hi...
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ISBN:
(纸本)9783031519789;9783031519796
Educators regularly struggle with how to engage students in an environment in which students are increasingly distracted especially with online courses. Courses delivered online found a rapidly growing component of higher education since online delivery makes colleges and universities accessible to a more significant number of students at a fraction of the cost of in-person delivery. Therefore, The challenge for active student engagement increases considerably in online teaching and learning. The paper proposes an active-learning strategy to improve class engagement and enhance student learning by adapting the online discussion board for use during and out of the class session to keep students connected and engaged with the weekly topics. Student feedback shows that combining the technologies, synchronous teaching, and active learning activities in both online classes is effective for interactive learning and using student-content interactions, student-instructor interactions, and student-student interactions in online teaching and learning.
Reservoir computing is a versatile paradigm in computational neuroscience and machine learning that uses recurrent neural networks to process time-dependent inputs. We leverage noise in gate-based quantum computers to...
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ISBN:
(纸本)9798331541378
Reservoir computing is a versatile paradigm in computational neuroscience and machine learning that uses recurrent neural networks to process time-dependent inputs. We leverage noise in gate-based quantum computers to enforce the fading memory property of a quantum circuit acting as a reservoir. We test the learning architecture on standard bench marking tasks, such as NARMA and short-term memory tasks, by providing numerical evidence supporting the existence of an optimal noise regime that enhances predictive performances. This critical behavior indicates the presence of a regime in which several network capabilities, such as short-term memory capacity and expressivity, are maximized Our results pave the way for the efficient use of current noisy quantum devices in quantum machine learning applications.
Environmental sensors play a crucial role in modern society. They provide strong support for environmental protection, resource management, and sustainable development by monitoring and perceiving various parameters i...
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Artificial intelligence (AI) is becoming increasingly prevalent in our society, leading to a growing demand for a skilled workforce in AI. Unfortunately, this demand remains unmet, particularly among smaller instituti...
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ISBN:
(纸本)9798350378986;9798350378979
Artificial intelligence (AI) is becoming increasingly prevalent in our society, leading to a growing demand for a skilled workforce in AI. Unfortunately, this demand remains unmet, particularly among smaller institutions and those serving underrepresented groups, due to resource limitations. This initiative offers two hands-on educational activities in Artificial Intelligence and Machine learning to facilitate the integration of AI/ML concepts into foundational computing and non-computing courses. While primarily aimed at undergraduate students, the materials created can also benefit high school (grades 9-12) and graduate students in various educational settings, including traditional classrooms and outreach or after-school programs. Labs are accessible through a web browser, making them easy to adopt at all institutions, especially those with limited resources. The self-contained and hosted nature of the labs ensures that they can be adopted by institutions facing resource constraints. The complete project material is publicly available on the project website: https://***
Educational industry has implemented a number of technologies to enhance the processes of teaching as well as learning. One of the most popular computer graphics technologies is augmented reality, and it is being appl...
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In educational institutes, efficient timetable generation is critical for optimizing resource utilization and fostering a conducive learning environment. Timetable challenges, such as clashes among faculty schedules a...
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Artificial intelligence (AI) in higher education has been debated and is a curious issue for critics. The advocates of the technology point to how revolutionary it is for education, while its opponents wonder what it ...
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Education is a crucial factor in economic and social progress are interdependent and crucial for societal development. In the present-day society, students are increasingly technologically savvy, and learning and teac...
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This paper presents the development of learning activities using innovative problem-solving processes to promote practical skills in electrical technology. Research tools, including teaching and learning plans, innova...
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ISBN:
(纸本)9783031530210;9783031530227
This paper presents the development of learning activities using innovative problem-solving processes to promote practical skills in electrical technology. Research tools, including teaching and learning plans, innovative media packages for promoting practical skills in electrical technology, content sheets, worksheets, practice papers, media presentations, and quizzes. The research sample group was undergraduate students registered in the second semester of 2022, Bachelor of Science in technical education, Department of teacher training in electrical engineering, Faculty of technical education at the King Mongkut's University of Technology North Bangkok in Thailand. After that, the developed innovative teaching packages are assessed for quality by experts. Finally, innovative teaching packages were implemented with the experimental group. The results showed that The designed innovative teaching package was appropriate at a high level (the mean was 4.49, and the standard deviation was 0.22), and the competency assessment to solve problems had an average of 80.33%. The learners' learning achievement was an average of 71.83%. The developed learning activities using innovative problem-solving processes can be used to teach electrical technology to develop practical thinking and problem-solving skills. The research results can encourage learners to have occupational and long-life learning skills.
Constructive Alignment (CA) has become a well-established concept of Instructional Design in Higher Education. Even in Higher engineering Education, teachers have begun adopting CA into their teaching. However, this i...
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ISBN:
(纸本)9783031530210;9783031530227
Constructive Alignment (CA) has become a well-established concept of Instructional Design in Higher Education. Even in Higher engineering Education, teachers have begun adopting CA into their teaching. However, this is neither widespread as of yet nor done in a systematic manner. This holds especially true for laboratories as well as (partly-) digital ones. Many digital laboratories originated during the pandemic due to the pressure to change teaching almost immediately. These changes range from replacing practical laboratory work with videos of the work being done to conceptual and instructional redesigns of entire laboratories. With the oncoming trend of digital laboratories as well as of teaching, learning and industry 4.0, it is more important than ever to enable engineers to implement sound instructional frameworks such as CA of different types of laboratories when designing these emerging courses. This work in progress shows the current status of our efforts to create shorter and readily accessible materials and checklists concerning laboratory types and aligning intended learning outcomes, teaching and learning activities and assessment tasks to be used to create or redesign laboratories in engineering education. The contribution ends with a discussion on the effect hoped for as well as comments on future work.
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