For the Ultimate Accessibility and Reusability

For the Ultimate Accessibility and Reusability

Philippe Martin (Griffith University, Australia) and Michel Eboueya (University of La Rochelle, France)
DOI: 10.4018/978-1-59904-861-1.ch029
OnDemand PDF Download:
$37.50

Abstract

This chapter first argues that current approaches for sharing and retrieving learning objects or any other kinds of information are not efficient or scalable, essentially because almost all of these approaches are based on the manual or automatic indexation or merge of independently created formal or informal resources. It then shows that tightly interconnected collaboratively updated formal or semiformal large knowledge bases (semantic networks) can, should, and probably will, be used as a shared medium for the tasks of researching, publishing, teaching, learning, evaluating, or collaborating, and thus ease or complement traditional methods such as face-to-face teaching and document publishing. To test and support these claims, the authors have implemented their ideas into a knowledge server named WebKB- 2 and begun representing their research domain and several courses at their universities. The same underlying techniques could be applied to a semantic/learning grid or peer-to-peer network.
Chapter Preview
Top

Introduction

The smaller and less contextual the “learning objects (LOs) available for re-use” are, and the more precisely indexed or interconnected via metadata they are, the more easily they can be semi-automatically retrieved and combined to create “LOs to teach with” that are adapted to particular course objectives or kinds of users, and thus create contextual LOs (Downes, 2001; Hodgins, 2006). Although this general idea is well advocated in the LO community, its ultimate conclusion—the idea that we advocate—is hardly attempted or even written about: each “re-usable LO,” which from now on is simply referred to as an “object,” should either be one formal term (a category identifier) or an “undecomposable statement” (typically, one semantic relation between two other objects, with some information about the context of this relation, such as its creator and temporal, spatial or modal constraints on its validity, all of which preferably being expressed in a formal way, that is, with a knowledge representation language). Furthermore, each object should be connected to all other semantically related objects by semantic relations. In other words, there should be no difference between data and metadata, and there should be only one virtual well-organized knowledge base (KB) that all object providers can complement by inserting their objects “at the right place,” or more generally, in a “normalized way” that permits the KB to stay well organized and hence to be searched and updated in an efficient or scalable way. A virtual KB does not imply only one actual KB; it simply means that all potential redundancies and inconsistencies detected by people or inference engines should be removed. As explained later, this also does not imply that knowledge providers have to agree with each other.

Nowadays, there is no such virtual KB, and LOs repositories are not even KBs; they are databases for informal documents containing many more than one undecomposable statement. Furthermore, current LO related standards (e.g., AICC, SCORM, ISM, IEEE WG12) and projects (e.g., CANDLE, GEODE, MERLOT, VLORN) essentially focus on associating simple metadata to whole documents or big parts of them (e.g., author, owner, terms of distribution, presentation format, and pedagogical attributes such as teaching or interaction style, grade level, mastery level, and prerequisites). Such superficial indices do not support the answering of queries such as “What are the arguments and objections for the use of an XML-based format for the exchange of knowledge representations?” “What are all the tasks that should be done in software engineering according to the various existing ‘traditional system development life cycle models?” and “What are the characteristics of the various theories and implemented parsers related to Functional Dependency Grammar and how do these theories and parsers respectively compare to each other?” Answering such queries requires presenting and allowing the browsing of the KB as a semantic network: (i) for the first question, a network with argumentation, objection, and specialization relations, (ii) for the second question, a subtask hierarchy of all the advised tasks, and (iii) for the third question, a network with specialization relations between the various objects or attributes related to the theories and parsers.

LOs have special purposes but no special content: all advanced information sharing or retrieval techniques can be directed applied to LOs. On the Web, this means using Semantic Web related techniques (Shadbolt, Berners-Lee, & Hall, 2006). However, almost all them are about supporting the manual/automatic indexation of whole formal/informal documents or merging the content of independently created formal documents. Document-based techniques permit to exploit legacy data but their efficiency or scalability for organizing, sharing, and searching increasingly large amounts of information is limited. Hence, these techniques should ideally be used only as a complement to the building of a global virtual KB, not as sole techniques for exploiting information. This is the theme of the next section. Then, we show how such a virtual KB—on the Web or within the semantic/learning grid of a community—can and ultimately will be collaboratively built and hence used as a shared medium for researching, publishing, teaching, learning or collaborating since these tasks are based on information retrieval/comparison/sharing subtasks.

Key Terms in this Chapter

Knowledge Sharing: The act of publishing information in a more or less normalized way.

Knowledge Normalization: Aims to ease manual or automatic knowledge comparison and retrieval by reducing the number of incomparable ways information is or can be written and by improving the way objects are (re-)presented and connected. Lexical normalization involves following object naming rules such as “use English singular nouns or nominal expressions” and “follow the undescore-based style instead of the Intercap style.” Structural and ontological normalization involves following rules such as “when introducing an object into an ontology, relate it to all its already represented direct generalizations, specializations, components, and containers,” “use subtypeOf relations instead of or in addition to instanceOf relations when both cases are possible,” “avoid the use of non binary relations” and “do not represent processes via relations.” These last example rules lead to the introduction of the concept type “sitting_down” instead of the relation types “sits,” “sitsOn” and “sits_on_atPointInTime” which are incomparable. Thus, the sentence “some animal sits above some artifact” can be represented in the following explicit form in the Formalized-English notation: “some animal is agent of a sitting_down above some artefact” (this sentence uses the very common basic relations “agent” and “above”). As this example illustrates, knowledge normalization means reducing redundancies as well as increasing the precision and scalability of knowledge modelling. Scalable knowledge modelling and sharing approaches maintain the possibility of efficiently and correctly finding and/or inserting a piece of information even when the KB becomes very large. Scalability implies the exploitation of automatic procedures for (i) discovering consistencies and redundancies during knowledge updates, and (ii) filtering knowledge according to various criteria during searches.

Complete Chapter List

Search this Book:
Reset
Table of Contents
Foreword
Tom Carey
Preface
Lori Lockyer, Sue Bennett, Shirley Agostinho, Barry Harper
Acknowledgment
Lori Lockyer, Sue Bennett, Shirley Agostinho, Barry Harper
Chapter 1
Shirley Agostinho
The term “learning design” is gaining momentum in the e-learning literature as a concept for supporting academics to model and share teaching... Sample PDF
Learning Design Representations to Document, Model, and Share Teaching Practice
$37.50
Chapter 2
Isobel Falconer, Allison Littlejohn
Practice models are generic approaches to the structuring and orchestration of learning activities for pedagogic purposes, intended to promote... Sample PDF
Representing Models of Practice
$37.50
Chapter 3
Rob Koper, Yongwu Miao
IMS learning design (IMSLD) is an open standard that can be used to specify a wide range of pedagogical strategies in computer-interpretable models.... Sample PDF
Using the IMS LD Standard to Describe Learning Designs
$37.50
Chapter 4
David Griffiths, Oleg Liber
The IMS LD specification is internally complex and has been used in a number of different ways. As a result users who have a basic understanding of... Sample PDF
Opportunities, Achievements, and Prospects for Use of IMS LD
$37.50
Chapter 5
Franca Garzotto, Symeon Retalis
“A design pattern describes a problem which occurs over and over again in our environment, and then describes the core of the solution to that... Sample PDF
A Critical Perspective on Design Patterns for E-Learning
$37.50
Chapter 6
Sherri S. Frizell, Roland Hübscher
Design patterns have received considerable attention for their potential as a means of capturing and sharing design knowledge. This chapter provides... Sample PDF
Using Design Patterns to Support E-Learning Design
$37.50
Chapter 7
Peter Goodyear, Dai Fei Yang
This chapter provides an overview of recent research and development (R&D) activity in the area of educational design patterns and pattern... Sample PDF
Patterns and Pattern Languages in Educational Design
$37.50
Chapter 8
Gráinne Conole
The chapter provides a theoretical framework for understanding learning activities, centering on two key aspects: (1) the capture and representation... Sample PDF
The Role of Mediating Artefacts in Learning Design
$37.50
Chapter 9
Elizabeth Masterman
This chapter uses activity theory to construct a framework for the design and deployment of pedagogic planning tools. It starts by noting the impact... Sample PDF
Activity Theory and the Design of Pedagogic Planning Tools
$37.50
Chapter 10
Barry Harper, Ron Oliver
This chapter describes the development of a taxonomy of learning designs based on a survey of 52 innovative ICT-using projects that formed the basis... Sample PDF
Developing a Taxonomy for Learning Designs
$37.50
Chapter 11
Carmel McNaught, Paul Lam, Kin-Fai Cheng
The chapter will describe an expert review process used at The Chinese University of Hong Kong. The mechanism used involves a carefully developed... Sample PDF
Using Expert Reviews to Enhance Learning Designs
$37.50
Chapter 12
Matthew Kearney, Anne Prescott, Kirsty Young
This chapter reports on findings from a recent project situated in the area of preservice teacher education. The project investigated prospective... Sample PDF
Investigating Prospective Teachers as Learning Design Authors
$37.50
Chapter 13
Paul Hazlewood, Amanda Oddie, Mark Barrett-Baxendale
IMS Learning Design (IMS LD) is a specification for describing a range of pedagogic approaches. It allows the linking of pedagogical structure... Sample PDF
Using IMS Learning Design in Educational Situations
$37.50
Chapter 14
Robert McLaughlan, Denise Kirkpatrick
Decision-making processes in relation to complex natural resources require recognition and accommodation of diverse and competing perspectives in a... Sample PDF
Online Role-Based Learning Designs for Teaching Complex Decision Making
$37.50
Chapter 15
Garry Hoban
Digital animations are complex to create and are usually made by experts for novices to download from Web sites or copy from DVDs and CDs to use as... Sample PDF
Facilitating Learner-Generated Animations with Slowmation
$37.50
Chapter 16
Yongwu Miao, Daniel Burgos, David Griffiths, Rob Koper
Group interaction has to be meticulously designed to foster effective and efficient collaborative learning. The IMS Learning Design specification... Sample PDF
Representation of Coordination Mechanisms in IMS LD
$37.50
Chapter 17
Johannes Strobel, Gretchen Lowerison, Roger Côté, Philip C. Abrami, Edward C. Bethel
In this chapter, we describe the process of modeling different theory-, research-, and best-practicebased learning designs into IMS-LD, a... Sample PDF
Modeling Learning Units by Capturing Context with IMS LD
$37.50
Chapter 18
Daniel Burgos, Hans G.K. Hummel, Colin Tattersall, Francis Brouns, Rob Koper
This chapter presents some design guidelines for collaboration and participation in blended learning networks. As an exemplary network, we describe... Sample PDF
Design Guidelines for Collaboration and Participation with Examples from the LN4LD (Learning Network for Learning Design)
$37.50
Chapter 19
Tom Boyle
This chapter argues that good design has to be at the heart of developing effective learning objects. It briefly outlines the “knowledge... Sample PDF
The Design of Learning Objects for Pedagogical Impact
$37.50
Chapter 20
Margaret Turner
This chapter introduces an approach to writing content for online learning over networked media. It argues that few resources currently utilise the... Sample PDF
Visual Meaning Management for Networked Learning
$37.50
Chapter 21
Christina Gitsaki
Due to the increasingly diverse student population in multicultural nations such as Australia, the U.S., Canada, and the UK, educators are faced... Sample PDF
Modification of Learning Objects for NESB Students
$37.50
Chapter 22
Daniel Churchill, John Gordon Hedberg
The main idea behind learning objects is that they are to exist as digital resources separated from the learning task in which they are used. This... Sample PDF
Learning Objects, Learning Tasks, and Handhelds
$37.50
Chapter 23
Peter Freebody, Sandy Muspratt, David McRae
The question addressed in this chapter is: What is the evidence for the effects of online programs of learning objects on motivation and learning?... Sample PDF
Technology, Curriculum, and Pedagogy in the Evaluation of an Online Content Program in Australasia
$37.50
Chapter 24
David Lake, Kate Lowe, Rob Phillips, Rick Cummings, Renato Schibeci
This chapter provides a model to analyse the effectiveness and efficiency of Learning Objects being used in primary and secondary schools by... Sample PDF
Effective Use of Learning Objects in Class Environments
$37.50
Chapter 25
Robert McCormick, Tomi Jaakkola, Sami Nurmi
Most studies on reusable digital learning materials, Learning Objects (LOs), relate to their use in universities. Few empirical studies exist to... Sample PDF
A European Evaluation of the Promises of LOs
$37.50
Chapter 26
Tomi Jaakkola, Sami Nurmi
There has been a clear lack of rigorous empirical evidence on the effectiveness of learning objects (LOs) in education. This chapter reports the... Sample PDF
Instructional Effectiveness of Learning Objects
$37.50
Chapter 27
Robert McCormick
This chapter will examine the approach taken in the evaluation of a large-scale feasibility trial of the production, distribution, and use of... Sample PDF
Evaluating Large-Scale European LO Production, Distribution, and Use
$37.50
Chapter 28
John C Nesbit, Tracey L. Leacock
The Learning Object Review Instrument (LORI) is an evaluation framework designed to support collaborative critique of multimedia learning resources.... Sample PDF
Collaborative Argumentation in Learning Resource Evaluation
$37.50
Chapter 29
Philippe Martin, Michel Eboueya
This chapter first argues that current approaches for sharing and retrieving learning objects or any other kinds of information are not efficient or... Sample PDF
For the Ultimate Accessibility and Reusability
$37.50
Chapter 30
Sue Bennett, Dominique Parrish, Geraldine Lefoe, Meg O’Reilly, Mike Keppell, Robyn Philip
As the notion of learning objects has grown in popularity, so too has interest in how they should be stored to promote access and reusability. A key... Sample PDF
A Needs Analysis Framework for the Design of Digital Repositories in Higher Education
$37.50
Chapter 31
William Bramble, Mariya Pachman
Reusable learning objects (LOs) constitute a promising approach to the development of easily accessible, technologically sound, and curriculum... Sample PDF
Costs and Sustainability of Learning Object Repositories
$37.50
Chapter 32
Kristine Elliott, Kevin Sweeney, Helen Irving
This chapter reports the authors’ experiences of developing a learning design to teach scientific inquiry, of integrating the learning design with... Sample PDF
A Learning Design to Teach Scientific Inquiry
$37.50
Chapter 33
Lisa Lobry de Bruyn
This chapter explores through a case study approach of a tertiary-level unit on Land Assessment for Sustainable Use, the connections between three... Sample PDF
Adapting Problem-Based Learning to an Online Learning Environment
$37.50
Chapter 34
Tan Wee Chuen, Baharuddin Aris, Mohd Salleh Abu
This chapter aims to guide the readers through the design and development of a prototype Web-based learning system based on the integration of... Sample PDF
Learning Objects and Generative Learning for Higher Order Thinking
$37.50
Chapter 35
Sebastian Foti
The author describes the work of Dr. Mary Budd Rowe and the establishment of an early learning object databases. Extensive training with K-12... Sample PDF
Applying Learning Object Libraries in K-12 Settings
$37.50
Chapter 36
L. K. Curda, Melissa A. Kelly
We present guidelines for designing and developing a repository for the storage and exchange of instructional resources, as well as considerations... Sample PDF
Guidelines for Developing Learning Object Repositories
$37.50
Chapter 37
Sandra Wills, Anne McDougall
This study tracks the uptake of online role play in Australia from 1990 to 2006 and the affordances to its uptake. It examines reusability, as one... Sample PDF
Reusability of Online Role Play as Learning Objects or Learning Designs
$37.50
Chapter 38
Lori Lockyer, Lisa Kosta, Sue Bennett
Health professional education is changing to meet the demands of a limited workforce and a focus on community-based clinical training. The change... Sample PDF
An Analysis of Learning Designs that Integrate Patient Cases in Health Professions Education
$37.50
Chapter 39
Mohan Chinnappan
The shift in the way we visualise the nature of mathematics and mathematics learning has presented educational technologists with new challenges in... Sample PDF
Reconceptualisation of Learning Objects as Meta-Schemas
$37.50
Chapter 40
Henk Huijser
This chapter provides an in depth discussion of the issues involved in integrating learning design and learning objects into generic Web sites. It... Sample PDF
Designing Learning Objects for Generic Web Sites
$37.50
Chapter 41
Morag Munro, Claire Kenny
E-learning standards are a contentious topic amongst educators, designers, and researchers engaged in the development of learning objects and... Sample PDF
Standards for Learning Objects and Learning Designs
$37.50
Chapter 42
Eddy Boot, Luca Botturi, Andrew S. Gibbons, Todd Stubbs
In developing modern instructional software, learning designs are used to formalize descriptions of roles, activities, constraints, and several... Sample PDF
Supporting Decision Making in Using Design Languages for Learning Designs and Learning Objects
$37.50
Chapter 43
Gilbert Paquette, Olga Mariño, Karin Lundgren-Cayrol, Michel Léonard
This chapter summarizes the work on instructional engineering and educational modeling accomplished since 1992 at the LICEF Research Center of... Sample PDF
Principled Construction and Reuse of Learning Designs
$37.50
About the Contributors