Title :
A re-examination of ranking metrics for Learning Object repository
Author :
Yen, Neil Y. ; Wang, Ying-Hong ; Qun Jin ; Yang, David J T
Author_Institution :
Dept. of Human Inf. & Cognitive Sci., Waseda Univ., Tokyo, Japan
Abstract :
In line with the popularity of Internet and the development of search engine, users request information through Web-based services. Although general purpose searching such as one provided by Google is powerful, searching mechanism for specific purposes could rely on metadata. We followed SCORM and CORDRA specifications to develop a registry system, called the MINE Registry, for storing and sharing 20,738 Learning Objects created in the past five years. As a contribution, we propose the concept of “Reusability Tree” to represent the relationships among relevant Learning Objects and to enhance CORDRA. We further collect relevant information while users are utilizing Learning Objects, such as citations and time period persisted. The feedbacks from community users are also considered as critical elements for evaluating significance degree of Learning Objects. Through these factors, we propose a mechanism to weight and rank Learning Objects in the MINE Registry, in addition to other external learning objects repositories.
Keywords :
Internet; information retrieval; learning (artificial intelligence); meta data; search engines; CORDRA specification; Internet; MINE registry; SCORM specification; Web based service; general purpose searching; learning object repository; metadata; ranking metrics re-examination; reusability tree; search engine; users request information; Cloud computing; Computer aided instruction; Computer science; Courseware; Feedback; Grid computing; Humans; Informatics; Search engines; Web and internet services;
Conference_Titel :
Ubi-media Computing (U-Media), 2010 3rd IEEE International Conference on
Conference_Location :
Jinhua
Print_ISBN :
978-1-4244-6708-2
DOI :
10.1109/UMEDIA.2010.5543921