Title
Enhancing educational-material retrieval using authored-lesson metadata
Abstract
Many authors believe that in order to achieve coherence and flexibility at the same time in multimedia-based learning units, it is highly recommendable to structure the different components as a graph. In a lesson graph, educational resources are encapsulated into learning objects (LO) along with their respective metadata and are interconnected through different kind of rhetorical and semantical relationships. The LOs of these graphs are stored within repositories, where their metadata are used to ease their retrieval. In this paper we propose to integrate the processes of searching LOs and editing the lesson graph. This new framework extends traditional keyword and metadata search to take advantage of the information stored implicitly in the lesson graph structure, making LOs retrieval more effective and the expression of queries more intuitive. The retrieval of the learning material consists of two processes: (1) The user first defines the topological location of a required piece of educational material within the lesson graph, this is, its relationships with other pieces. (2) Then, the user issues a traditional keyword query, which is processed by an IR system modified to take the graph structure into account. Experiments show the advantages of this approach.
Year
DOI
Venue
2007
10.1007/978-3-540-75530-2_23
SPIRE
Keywords
Field
DocType
multimedia-based learning unit,graph structure,educational-material retrieval,metadata search,lesson graph,respective metadata,different component,lesson graph structure,different kind,los retrieval,educational material,authored-lesson metadata
Graph,Metadata,Educational resources,World Wide Web,Intelligent tutoring system,Information retrieval,Computer science,Rhetorical question,Learning object
Conference
Volume
ISSN
ISBN
4726
0302-9743
3-540-75529-2
Citations 
PageRank 
References 
2
0.41
9
Authors
5
Name
Order
Citations
PageRank
Olivier Motelet110714.37
Benjamin Piwowarski272155.99
Georges Dupret362334.69
Jose A. Pino412811.71
Nelson Baloian527146.73