Cognitive Load Measurement And Application

Cognitive Load Measurement and Application provides up-to-date research and theory on the functional role of cognitive load measurement and its application in multimedia and visual learning. Grounded in a sound theoretical framework, this edited volume introduces methodologies and strategies that effect high-quality cognitive load measurement in learning. Case studies are provided to aid readers in comprehension and application within various learning situations, and the book concludes with a review of the possible future directions of the discipline.

This book explores robust multimodal cognitive load measurement with physiological and behavioural modalities, which involve the eye, Galvanic Skin Response, speech, language, pen input, mouse movement and multimodality fusions. Factors including stress, trust, and environmental factors such as illumination are discussed regarding their implications for cognitive load measurement. Furthermore, dynamic workload adjustment and real-time cognitive load measurement with data streaming are presented in order to make cognitive load measurement accessible by more widespread applications and users. Finally, application examples are reviewed demonstrating the feasibility of multimodal cognitive load measurement in practical applications. This is the first book of its kind to systematically introduce various computational methods for automatic and real-time cognitive load measurement and by doing so moves the practical application of cognitive load measurement from the domain of the computer scientist and psychologist to more general end-users, ready for widespread implementation. Robust Multimodal Cognitive Load Measurement is intended for researchers and practitioners involved with cognitive load studies and communities within the computer, cognitive, and social sciences. The book will especially benefit researchers in areas like behaviour analysis, social analytics, human-computer interaction (HCI), intelligent information processing, and decision support systems.

Cognitive load theory (CLT) is one of the most important theories in educational psychology, a highly effective guide for the design of multimedia and other learning materials. This edited volume brings together the most prolific researchers from around the world who study various aspects of cognitive load to discuss its current theoretical as well as practical issues. The book is divided into three parts. The first part describes the theoretical foundations and assumptions of CLT, the second discusses the empirical findings about the application of CLT to the design of learning environments, and the third part concludes the book with discussions and suggestions for new directions for future research. It aims to become the standard handbook in CLT for researchers and graduate students in psychology, education, and educational technology.

The field of educational technology is exploding in terms of innovations being developed daily. Most of these innovations hold fascinating promise but enjoy almost no empirical support. There are educational researchers who have both developed innovations and tested their potential empirically. This book will capture the latest and most promising innovations from the leading educational technologists in the world, including animations, simulations, visualizations, navigation, manipulatives, pedagogical agents, and assessment. This book is appropriate for university courses in educational technology for those wishing to showcase the latest innovations that are accompanied by empirical support.

“This book makes a great shot at disentangling the challenge of the diversity of learning technologies and their intricate association with pedagogical approaches. The terms used by the book – combining, uniting and interrelationships – in some ways underplay the major challenges it poses. Have a good read of it – and most importantly try out some ideas.” Gilly Salmon, Professor of E-learning & Learning Technologies, Beyond Distance Research Alliance “This [book] represents a significant collection of papers which, I am sure, will help inform the development of an online pedagogy for problem-based learning.” Michael Prosser, Director Research and Evaluation, Higher Education Academy “The studies presented in this book are evidence informed and theoretically framed in ways that promise to advance our understanding of these complex areas. This collection will be an invaluable read for anyone involved in PBL and/or e-learning in higher education. “ Glynis Cousin, Senior Adviser, Higher Education Academy Problem-based Learning Online is the first book to: Address the current issues and debates about problem-based learning (PBL) online together in one volume Present and explore the range and diversity of application of PBL online Examine questions such as how course design and issues of power influence learning in PBL The book provides research-based information about the realities of setting up and running problem-based programmes using technology in a variety of ways. It also captures the diversity of use of technology with PBL across disciplines and countries, providing vital input into the literature on the theory and practice of PBL online. Contributors: Chris Beaumont, Siân Bayne, Chew Swee Cheng, Frances Deepwell, Sharon J. Derry, Roisin Donnelly, Carolyn Gibbon, Cindy E. Hmelo-Silver, Per Grøttum, David Jennings, Ray Land, Karen Lee, Kirsten Hofgaard Lycke, Anandi Nagarajan, Remy Rikers, Frans Ronteltap, Maggi Savin-Baden, Henk Schmidt, Helge I. Strømsø, Andy Syson, Kay Wilkie, Wilco te Winkel.