New forms of deep learning on the web: Meeting the challenge of cognitive load in conditions of unfettered exploration in online multimedia environments

We claim that the Web has the potential to be a quintessential multimedia environment for complex learning, particularly in ill-structured domains. This chapter explores the cognitive load considerations associated with several aspects of deep and extended learning on the Web. We also propose the need for a reconceptualization of Cognitive Load Theory for comprehension and learning in more ill-structured conceptual arenas. This reconceptualization emphasizes the need for learning approaches that promote flexible knowledge assembly through processes of organic, reciprocal, and deep Web learning. IntroductIon The Web has the potential to become a quintessential multimedia learning environment. Both formal and informal learners are increasingly turning to the search engine as their primary source of information. For example, college students regularly use the Internet and commercial search engines (e.g., Google) before, or in lieu of, local library resources (Griffiths & Brophy, 2005; Jones, 2002; Thompson, 2003; Van Scoyoc, 2006). At the same time, the content provided to them on the Web is presented in multimedia form, often comprising various combinations of text, data, pictures, animation, audio, and video, of differing levels of interactivity. These DOI: 10.4018/978-1-60566-158-2.ch008

[1]  Thomas J. Shuell,et al.  Phases of Meaningful Learning , 1990 .

[2]  Martin Graff,et al.  Learning from web-based instructional systems and cognitive style , 2003, Br. J. Educ. Technol..

[3]  J. Keller Development and use of the ARCS model of instructional design , 1987 .

[4]  Jay David Bolter,et al.  Architectures for volatile hypertext , 1991, HYPERTEXT '91.

[5]  Min Liu,et al.  What Factors Make a Multimedia Learning Environment Engaging: A Case Study , 2009 .

[6]  J. Sweller,et al.  Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions , 2005 .

[7]  Walter P. Vispoel,et al.  Knowledge Acquisition for Application: Cognitive Flexibility and Transfer in Complex Content Domains. Technical Report No. 409. , 1987 .

[8]  Richard E. Clark,et al.  Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching , 2006 .

[9]  Paul J. Feltovich,et al.  Knowledge representation, content specification, and the development of skill in situation-specific knowledge assembly: some constructivist issues as they relate to cognitive flexibility theory and hypertext , 1991 .

[10]  Paul J. Feltovich,et al.  Learners' (mis)understanding of important and difficult concepts: a challenge to smart machines in education , 2001 .

[11]  John M. Keller,et al.  Motivation in Cyber Learning Environments , 1995 .

[12]  Robert Zheng,et al.  Cognitive Effects of Multimedia Learning , 2008 .

[13]  Rand J. Spiro,et al.  Constructivism: When it's the wrong idea and when it's the only idea. , 2009 .

[14]  F. Paas,et al.  Cognitive Architecture and Instructional Design , 1998 .

[15]  Sharon Dunwoody,et al.  Interactivity, Information Processing, and Learning on the World Wide Web , 2001 .

[16]  Sydney S. Weinstein,et al.  Is everything miscellaneous , 1992 .

[17]  Rand J. Spiro,et al.  Cognitive flexibility theory : advanced knowledge acquisition in ill-structured domains , 1988 .

[18]  Christen Thompson,et al.  Information Illiterate or Lazy: How College Students Use the Web for Research , 2003 .

[19]  Peter Morville Ambient findability - what we find changes who we become , 2005 .

[20]  Katharina Scheiter,et al.  Goal Configurations and Processing Strategies as Moderators Between Instructional Design and Cognitive Load: Evidence From Hypertext-Based Instruction , 2003 .

[21]  Hamidah Ibrahim,et al.  A Model for Ranking and Selecting Integrity Tests in Distributed Database , 2008, PDPTA.

[22]  Anna M Caroline Van Scoyoc,et al.  The Electronic Academic Library: Undergraduate Research Behavior in a Library Without Books , 2006 .

[23]  G. Zollo,et al.  Organizational Cognition and Learning: Building Systems for the Learning Organization , 2007 .

[24]  P. Feltovich,et al.  The nature of conceptual understanding in biomedicine : the deep structure of complex ideas and the development of misconceptions , 1988 .

[25]  S. Derry,et al.  Video Research in the Learning Sciences , 2007 .

[26]  F. Paas,et al.  Cognitive Load Theory and Instructional Design: Recent Developments , 2003 .

[27]  M. Volman,et al.  The Web as an Information Resource in K–12 Education: Strategies for Supporting Students in Searching and Processing Information , 2005 .

[28]  Rand J. Spiro,et al.  Multiple analogies for complex concepts: antidotes for analogy-induced misconception in advanced knowledge acquisition , 1988 .

[29]  Paul J. Feltovich,et al.  Two epistemic world-views: Prefigurative schemas and learning in complex domains , 1996 .

[30]  K. A. Ericsson,et al.  Long-term working memory. , 1995, Psychological review.

[31]  J. Keller Strategies for stimulating the motivation to learn , 1987 .

[32]  Steve Jones The Internet Goes to College: How Students Are Living in the Future with Today's Technology. , 2002 .

[33]  Hermann Astleitner,et al.  An Integrated Model of Multimedia Learning and Motivation , 2004 .

[34]  F. Paas,et al.  A motivational perspective on the relation between mental effort and performance: Optimizing learner involvement in instruction , 2005 .

[35]  Peter Brophy,et al.  Student Searching Behavior and the Web: Use of Academic Resources and Google , 2005, Libr. Trends.

[36]  Jo-Anne LeFevre,et al.  Cognitive load in hypertext reading: A review , 2007, Comput. Hum. Behav..

[37]  P. Feltovich,et al.  Issues of expert flexibility in contexts characterized by complexity and change , 1997 .

[38]  An Interview with Jere Brophy , 2003 .

[39]  J. Sweller COGNITIVE LOAD THEORY, LEARNING DIFFICULTY, AND INSTRUCTIONAL DESIGN , 1994 .

[40]  Peter Pirolli,et al.  Remembrance of Things Tagged : How Tagging Affects Human Information Processing , 2007 .

[41]  Simon So,et al.  A Study on the Acceptance of Mobile Phones for Teaching and Learning with a Group of Pre-service Teachers in Hong Kong , 2008 .

[42]  J. Keller The Arcs Model of Motivational Design , 2010 .

[43]  Ina Fourie Managing Web‐enabled Technologies in Organizations: A Global Perspective , 2001 .

[44]  Kihyun Kim,et al.  World wide wait , 2000 .

[45]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..