Utilizing Educational Data Mining Techniques for Improved Learning: Emerging Research and Opportunities, Chintan Bhatt, Priti Srinivas Sajja, Sidath Liyanage
Описание: 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.
Описание: Presents the latest scholarly research on the benefits of technology integration into classrooms to enhance learning experiences. Including coverage on a number of topics and perspectives such as multimodal literacy, cloud-based writing, and social semiotics, this publication is designed for educators, media specialists, instructional technology coaches, literacy coaches, and academics.
Описание: Combines the instructional system design approach with the current and emerging instructional technologies for planning and teaching effective and successful online courses. The book also offers recommendations that focus on best practice experiences for engaging online students and motivating them to be active participants.
Описание: When the internet became a viable instructional delivery medium, online learning began to rapidly expand. Shortly thereafter, the need for online teaching approaches promptly emerged. As web-based technologies evolve rapidly, online planning and teaching skills are becoming even more necessary prerequisites for online teaching.
Utilizing a 5-Stage Learning Model for Planning and Teaching Online Courses: Emerging Research and Opportunities is a cutting-edge scholarly publication that combines the instructional system design approach (ISD) with the current and emerging instructional technologies for planning and teaching effective and successful online courses. It also offers recommendations that focus on best practice experiences for engaging online students and motivating them to be active participants in an online class. Highlighting a range of topics such as data analysis, educational collaboration, and student engagement, this book is essential for instructional designers, curriculum developers, educational software developers, academicians, teachers, administrators, researchers, and students. It can also be used by training specialists who are employed by universities, cooperation, or government agencies and charged to develop and teach online classes of professional development or web-based military training.
Описание: Integration of research experiences into the undergraduate classroom can result in increased recruitment, retention, and motivation of science students. 'Big data' science initiatives, such as the Paleobiology Database (PBDB), can provide inexpensive and accessible research opportunities. This book provides an introduction to what the PBDB is, how to use it, how it can be deployed in introductory and advanced courses, and examples of how it has been used in undergraduate research. The PBDB aims to provide information on all fossil organisms, across the tree of life, around the world, and through all of geologic time. The PBDB Resource Page contains a range of PBDB tutorials and activities for use in physical geology, historical geology, paleontology, sedimentology, and stratigraphy courses. As two-year colleges, universities, and distance-based learning initiatives seek research-based alternatives to traditional lab exercises, the PBDB can provide opportunities for hands-on science activities.
Описание: Examines knowledge regarding scholarly exploration of the technologies, information/knowledge, and smart systems in educational administration and provides a holistic, systematic, and comprehensive paradigm. The book features coverage of a wide range of topics such as e-Curriculum, language learning, and professional development.
Описание: Within educational organizations, administration is relied upon for the allocation of resources as well as the optimization of processes that can include data storage, knowledge management, and decision making. To support these expectations, technologies and systems must be put into place that allow administrators to accomplish these tasks as efficiently as possible. Utilizing Technology, Knowledge, and Smart Systems in Educational Administration and Leadership is an academic research book that examines knowledge regarding scholarly exploration of the technologies, information/knowledge, and smart systems in educational administration and provides a holistic, systematic, and comprehensive paradigm. Featuring a wide range of topics such as e-Curriculum, language learning, and professional development, this book is ideal for school administrators, principals, IT consultants, educational software developers, academicians, researchers, professionals, educational policymakers, educators, and students.
Описание: Introduces practitioners and researchers of student affairs to the use of images as a means to gaining new insights in researching and promoting student learning and development, and understanding the campus environment. The purpose of this book is to provide informative, rich examples of the use of visuals to understand and promote college student development research, pedagogy, and practice.
Описание: Introduces practitioners and researchers of student affairs to the use of images as a means to gaining new insights in researching and promoting student learning and development, and understanding the campus environment. The purpose of this book is to provide informative, rich examples of the use of visuals to understand and promote college student development research, pedagogy, and practice.
Описание: The explosion of digital technologies in the 21st century provided access to multiple robust inquiry, communication, and collaboration applications. The enhanced capabilities provide educational opportunities for engaging students in deeper and more thoughtful learning. Implementation of knowledge-building communities in educational experiences, however, requires new pedagogical strategies that are vastly different from the predominant teacher-directed pedagogies of the 20th century. Today's teachers now must identify, orchestrate, and manage activities in their content areas in ways that successfully support students through activities such as engagement in knowledge-building communities. Blended Online Learning and Instructional Design for TPACK: Emerging Research and Opportunities is an essential research publication that examines the implementation of knowledge-building communities in educational experiences and pedagogical strategies that encourage engagement. Highlighting topics such as active participation, digital technologies, and online learning, this book is geared toward educators, educational designers, researchers, administrators, and academicians.
Описание: Educational TV in the post-war years was a cornerstone for delivering high-quality knowledge over a geographically-dispersed and culturally-segregated public. As de facto massive learning, virtual environments have been shaped by both open university initiatives and corporate courseware activities. The educational technology institutes seek a new paradigm for delivering instruction and simultaneously expanding higher education.
Advanced Technologies and Standards for Interactive Educational Television: Emerging Research and Opportunities is a critical scholarly publication that examines the concept of promoting learning through mass communication through the use of extended augmentation and visualization interaction methodologies and the deployment of wide-area collaborative practices. Featuring a range of topics such as gamification, mobile technology, and digital pedagogy, this book is ideal for communications specialists, media producers, audiovisual engineers, broadcasters, computer programmers, legal experts, STEM educators, professors, teachers, academicians, researchers, policymakers, and students.
Описание: With the rapid availability of information, it becomes essential to keep pace with this availability as well as process the information into knowledge that has real-world applications. Neuroscientific methods allow an approach to this problem based on the way that the human brain already operates. Over the centuries and through observation and trial and error, we already know a great deal about how we can teach and learn, but now we can verify this with scientific fact and discover previously unknown aspects of brain physiology. These observations of brain functioning have produced many learning theories, all of which have varying degrees of validity. These theories, in turn, give birth to theories and models of instructional design, which also have varying degrees of validity. A Conceptual Framework for SMART Applications in Higher Education: Emerging Research and Opportunities is a critical scholarly publication that explores how the brain acquires and processes information to turn information into knowledge and the role of SMART technology and how it combines and integrates visual and aural data to facilitate learning. The book also discusses ways to apply what is known about teaching to how the brain operates and how to incorporate instructional design models into the teaching and learning process. Highlighting various topics such as neurogenesis, smart technologies, and behaviorism, this book is essential for instructional designers, online instruction managers, teachers, academicians, administrators, researchers, knowledge managers, and students.
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