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Utilizing Educational Data Mining Techniques for Improved Learning: Emerging Research and Opportunities
Modern education has increased its reach through ICT tools and techniques. To manage educational data with the help of modern artificial intelligence, data and web mining techniques on dedicated cloud or grid platforms for educational institutes can be used. By utilizing data science techniques to manage educational data, the safekeeping, delivery, and use of knowledge can be increased for better quality education. Utilizing Educational Data Mining Techniques for Improved Learning: Emerging Research and Opportunities is a critical scholarly resource that explores data mining and management techniques that promote the improvement and optimization of educational data systems. The book intends to provide new models, platforms, tools, and protocols in data science for educational data analysis and introduces innovative hybrid system models dedicated to data science. Including topics such as automatic assessment, educational analytics, and machine learning, this book is essential for IT specialists, data analysts, computer engineers, education professionals, administrators, policymakers, researchers, academicians, and technology experts.
The Medical Register
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Postgraduate Research Engagement in Low Resource Settings
The general academic progression, and particularly research engagement, of postgraduate students is characterized by various problems such as high dropout rates, longer completion times, low graduation rates, and high repetition or retake rates. This means that there are far fewer students pursuing postgraduate studies at tertiary institutions and universities than there are at the lower levels of education. Yet, there is growing demand for postgraduate education given its strong projected association with socioeconomic transformation at national and international levels among developed and developing countries alike. Postgraduate Research Engagement in Low Resource Settings sets out to garner strategies for fostering efficiency of research conduct among the students and faculty so as to enhance high quality output for the envisaged personal, societal, national, and international socioeconomic transformation. Covering a range of topics such as intellectual property, mental health, and quality assurance, this book is ideal for research supervisors, higher education faculty, librarians, educators, administrators, researchers, academicians, and students.
Handbook of Research on Creating Meaningful Experiences in Online Courses
While online courses are said to be beneficial and many reputable brick and mortar higher education institutions are now offering undergraduate and graduate programs online, there is still ongoing debate on issues related to credibility and acceptability. There is some reluctance to teach online and to admit and hire students who have enrolled in online programs. Given these concerns, it is essential that educators in online communities continue to share the significant learning experiences and outcomes that occur in online classrooms and highlight pedagogical practices used by online instructors to make their courses and programs comparable to those offered face-to-face. The Handbook of Res...
Artificial Intelligence
This book constitutes the refereed proceedings of the Second International Conference, SLAAI-ICAI 2018, held in Moratuwa, Sri Lanka, in December 2018. The 32 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in the following topical sections: intelligence systems; neural networks; game theory; ontology engineering; natural language processing; agent based system; signal and image processing.
Revolutionizing Education in the Age of AI and Machine Learning
Artificial Intelligence (AI) serves as a catalyst for transformation in the field of digital teaching and learning by introducing novel solutions to revolutionize all dimensions of the educational process, leading to individualized learning experiences, teachers playing a greater role as mentors, and the automation of all administrative processes linked to education. AI and machine learning are already contributing to and are expected to improve the quality of the educational process by providing advantages such as personalized and interactive tutoring with the ability to adjust the content and the learning pace of each individual student while assessing their performance and providing feedb...
Recent Tools for Computer- and Mobile-Assisted Foreign Language Learning
The use of technological tools to foster language development has led to advances in language methodologies and changed the approach towards language instruction. The tendency towards developing more autonomous learners has emphasized the need for technological tools that could contribute to this shift in foreign language learning. Computer-assisted language learning and mobile-assisted language learning have greatly collaborated to foster language instruction out of the classroom environment, offering possibilities for distance learning and expanding in-class time. Recent Tools for Computer- and Mobile-Assisted Foreign Language Learning is a scholarly research book that explores current strategies for foreign language learning through the use of technology and introduces new technological tools and evaluates existing ones that foster language development. Highlighting a wide array of topics such as gamification, mobile technologies, and virtual reality, this book is essential for language educators, educational software developers, IT consultants, K-20 institutions, principals, professionals, academicians, researchers, curriculum designers, and students.
Handbook of Research on Integrating Digital Technology With Literacy Pedagogies
The allure and marketplace power of digital technologies continues to hold sway over the field of education with billions spent annually on technology in the United States alone. Literacy instruction at all levels is influenced by these evolving and ever-changing tools. While this opens the door to innovations in literacy curricula, it also adds a pedagogical responsibility to operate within a well-developed conceptual framework to ensure instruction is complemented or augmented by technology and does not become secondary to it. The Handbook of Research on Integrating Digital Technology With Literacy Pedagogies is a comprehensive research publication that considers the integration of digital technologies in all levels of literacy instruction and prepares the reader for inevitable technological advancements and changes. Covering a wide range of topics such as augmented reality, literacy, and online games, this book is essential for educators, administrators, IT specialists, curriculum developers, instructional designers, teaching professionals, academicians, researchers, education stakeholders, and students.
Emerging Techniques and Applications for Blended Learning in K-20 Classrooms
Many learning options are possible in education, from traditional to blended/hybrid to fully online. Of the three delivery formats, the blended mode, which involves the fusion of online and traditional face-to-face instruction and learning activities, is considered to have the greatest potential to provide the best learning environment. As blended learning continues to evolve and expand, it is important that information regarding what constitutes the ideal combination of online and traditional pedagogical strategies in blended education and at all levels is illuminated and shared. Emerging Techniques and Applications for Blended Learning in K-20 Classrooms is an academic publication that foc...
Pedagogy for Conceptual Thinking and Meaning Equivalence: Emerging Research and Opportunities
Research in neuroscience and brain imaging show that exposure of learners to multi-semiotic problems enhance cognitive control of inter-hemispheric attentional processing in the lateral brain and increase higher-order thinking. Multi-semiotic representations of conceptual meaning are found in most knowledge domains where issues of quantity, structure, space, and change play important roles, including applied sciences and social science. Teaching courses in History and Theory of Architecture to young architecture students with pedagogy for conceptual thinking allows them to connect analysis of historic artifact, identify pattern of design ideas extracted from the precedent, and transfer conce...
