Modes and models of learning and instruction have shown a significant shift from yesterday's conventional learning and teaching given this era's current educational and social contexts. Learners are no longer learning and communicating with human-generated, computed, and mediated-or traditional-learning and instructional practices, paving the way for machine-facilitated communication, learning, and teaching tools. Learning and instruction, communication and information exchange, as well as gathering, coding, analyzing, and synthesizing data have proven to be in need of even more innovative technology-moderated tools. Applications of Machine Learning and Artificial Intelligence in Education focuses on the parameters of remote learning, machine learning, deep learning, and artificial intelligence under 21st-century learning and instructional contexts. Covering topics such as data coding and social networking technology, it is ideal for learners with an interest in the deep learning discipline, educators, educational technologists, instructional designers, and data evaluators, as well as special interest groups (SGIs) in the discipline.
Author(s): Seda Khadimally
Series: Advances in Educational Technologies and Instructional Design
Publisher: Information Science Reference
Year: 2022
Language: English
Pages: 292
City: Hershey
Cover
Title Page
Copyright Page
Book Series
Dedication
Editorial Advisory Board
Table of Contents
Detailed Table of Contents
Preface
Acknowledgment
Section 1: Section 1
Chapter 1: Machine Learning and Deep Learning for Applications
Chapter 2: Machine Learning in Computer Vision
Chapter 3: Music Therapy-Based Emotion Regulation Using Convolutional Neural Network
Chapter 4: Speech Recognition via IPA-Based Phonetic Data Coding and Analysis
Section 2: Section 2
Chapter 5: Deep Learning in Instructional Analysis, Design, Development, Implementation, and Evaluation (ADDIE)
Chapter 6: Mastery of Learning via Social Networking Technology
Chapter 7: Prevention Is Better Than Cure
Chapter 8: Corpus-Aided Grammar Teaching Materials Development
Section 3: Section 3
Chapter 9: Implementing New Resources for STEM Education
Chapter 10: Executive Project Management Plan for an Online Course Instructor Training in Higher Education
Chapter 11: Problems With Online Education and Possible Remedies
Compilation of References
About the Contributors
Index
