Expert-Novice Differences and Adaptive Multimedia

Expert-Novice Differences and Adaptive Multimedia

Slava Kalyuga (University of New South Wales, Australia)
Copyright: © 2006 |Pages: 18
DOI: 10.4018/978-1-59140-860-4.ch010
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This chapter provides an overview of theoretical frameworks and empirical evidence for the design of adaptive multimedia that is tailored to individual levels of user expertise to optimize cognitive resources available for learning. Recent studies indicate that multimedia design principles that benefit low-knowledge users may disadvantage more experienced ones due to increase in cognitive load required for integration of presented information with available knowledge base. The major implication for multimedia design is the need to tailor instructional formats to individual levels of expertise. The suggested adaptive procedure is based on empirically-established interactions between levels of user proficiency and formats of multimedia presentations (the expertise reversal effect), and on real-time monitoring of users’ expertise using rapid cognitive diagnostic methods.

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Table of Contents
Klara Nahrstedt
Gheorghita Ghinea , Sherry Y. Chen
Gheorghita Ghinea , Sherry Y. Chen
Chapter 1
Perceptual Semantics  (pages 1-20)
Andrea Cavallaro, Stefan Winkler
The design of image and video compression or transmission systems is driven by the need for reducing the bandwidth and storage requirements of the... Sample PDF
Perceptual Semantics
Chapter 2
Edward Y. Chang
This chapter summarizes the work on Mathematics of Perception performed by my research team between 2000 and 2005. To support personalization, a... Sample PDF
The Mathematics of Perception: Statistical Models and Algorithms for Image Annotation and Retrieval
Chapter 3
Michael May
The aim of this chapter is to sketch a semantic taxonomy of representational forms (or “sign types” in the terminology of semiotics) relevant for... Sample PDF
Feature-Based Multimedia Semantics: Representational Forms for Instructional Multimedia Design
Chapter 4
Stephen R. Gulliver
This chapter introduces a selection of studies relating to each of the multimedia senses — olfactory (smell), tactile/haptic (touch), visual... Sample PDF
Incorporating and Understanding the User-Perspective
Chapter 5
Lesley Axelrod, Kate Hone
In a culture which places increasing emphasis on happiness and wellbeing, multimedia technologies include emotional design to improve commercial... Sample PDF
Multimodel Expressions: E-Motional and Non-Verbal Behaviour
Chapter 6
Linda D. Bussell
This chapter examines the use of haptic feedback in a multimedia simulation as a means of conveying information about physical science concepts. The... Sample PDF
Learning Science Concepts with Haptic Feedback
Chapter 7
Kostas Giannakis
This chapter investigates the use of visual texture for the visualization of multi-dimensional auditory information. Twenty subjects with a strong... Sample PDF
Perceptual-Based Visualization of Auditory Information Using Visual Texture
Chapter 8
Martha E. Crosby, Curtis S. Ikehara
This chapter describes our research focused on deriving changing cognitive state information from the patterns of data acquired from the user, with... Sample PDF
Using Real-Time Physiological Monitoring for Assessing Cognitive States
Chapter 9
Gheorghita Ghinea, Sherry Y. Chen
In this chapter, we describe the results of empirical studies which examined the effect of cognitive style on the perceived quality of distributed... Sample PDF
Perceptual Multimedia: A Cognitive Style Perspective
Chapter 10
Slava Kalyuga
This chapter provides an overview of theoretical frameworks and empirical evidence for the design of adaptive multimedia that is tailored to... Sample PDF
Expert-Novice Differences and Adaptive Multimedia
Chapter 11
Adam Tilinger, Cecilia Sik-Lanyi
This chapter presents the differences between left- and right-handed persons in the aspect of computer-presented information and virtual realities.... Sample PDF
Issues of Hand Preference in Computer Presented Information and Virtual Realities
Chapter 12
Nicola Cranley, Liam Murphy
There is an increasing demand for streaming video applications over both the fixed Internet and wireless IP networks. The fluctuating bandwidth and... Sample PDF
Incorporating User Perception in Adaptive Video Streaming Systems
Chapter 13
Greger Wikstrand
While increasing bandwidth might be an acceptable way to maximize user utility, it is not always sufficient. This chapter presents a three-layer... Sample PDF
A Three-Layer Framework for ?QoS-Aware Service Design
Chapter 14
Panagiotis Germanakos, Constantinos Mourlas
A traditional multimedia system presents the same static content and suggests the same next page to all users, even though they might have widely... Sample PDF
Adaptation and Personalization of Web-Based Multimedia Content
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