TY - GEN
T1 - Adaptive learning resources search mechanism
AU - Yen, Neil Y.
AU - Shih, Timothy K.
AU - Chao, Louis R.
PY - 2010
Y1 - 2010
N2 - Ubiquitous Learning (U-Learning), as an emerging learning paradigm, makes it possible for learners to carry out the learning activities at any places and at anytime. With the advantages of the devices, learners can obtain a variety of supplementary materials from the internet. In the scope of distance learning, LOR (Learning Object Repository) stands for managing and sharing of learning related materials (known as learning objects). However, some challenges may raise while performing these activities. For instance, a huge amount of learning objects may appear while learners utilize the search service provided by LOR. Learners have to spend time on collecting relevant resources for specific purposes. This situation may discourage the reusability of learning objects especially in a ubiquitous environment. In this paper, based on systematic re-examination of reuse scenarios, an adaptive service, as a resource discovery and search middleware, was proposed to assist learners in obtaining possible objects under ubiquitous environment. The achievement of proposed mechanism can reorganize the search results in order of similarity degree based on the mixed information including the usage history, geographical information and query criteria. It may make resource retrieval more efficient in u-learning environment. As another contribution, the emerging ubiquitous device, Apple iPad/iPod, was utilized to be the major end-user testbed.
AB - Ubiquitous Learning (U-Learning), as an emerging learning paradigm, makes it possible for learners to carry out the learning activities at any places and at anytime. With the advantages of the devices, learners can obtain a variety of supplementary materials from the internet. In the scope of distance learning, LOR (Learning Object Repository) stands for managing and sharing of learning related materials (known as learning objects). However, some challenges may raise while performing these activities. For instance, a huge amount of learning objects may appear while learners utilize the search service provided by LOR. Learners have to spend time on collecting relevant resources for specific purposes. This situation may discourage the reusability of learning objects especially in a ubiquitous environment. In this paper, based on systematic re-examination of reuse scenarios, an adaptive service, as a resource discovery and search middleware, was proposed to assist learners in obtaining possible objects under ubiquitous environment. The achievement of proposed mechanism can reorganize the search results in order of similarity degree based on the mixed information including the usage history, geographical information and query criteria. It may make resource retrieval more efficient in u-learning environment. As another contribution, the emerging ubiquitous device, Apple iPad/iPod, was utilized to be the major end-user testbed.
KW - Adaptive information retrieval
KW - Resource representation
KW - U-Learning
UR - http://www.scopus.com/inward/record.url?scp=78650870740&partnerID=8YFLogxK
U2 - 10.1145/1878052.1878055
DO - 10.1145/1878052.1878055
M3 - 會議論文篇章
AN - SCOPUS:78650870740
SN - 9781450301589
T3 - MTDL'10 - Proceedings of the 2010 ACM Workshop on Multimedia Technologies for Distance Leaning, Co-located with ACM Multimedia 2010
SP - 7
EP - 12
BT - MTDL'10 - Proceedings of the 2010 ACM Workshop on Multimedia Technologies for Distance Leaning, Co-located with ACM Multimedia 2010
T2 - 2nd ACM International Workshop on Multimedia Technologies for Distance Leaning, MTDL 2010, Co-located with ACM Multimedia 2010
Y2 - 29 October 2010 through 29 October 2010
ER -