TY - GEN
T1 - Discovery of implicit correlation between shared information in an open environment
AU - Yen, Neil Y.
AU - Jin, Qun
PY - 2011
Y1 - 2011
N2 - Sharing information and resources on the Internet has become an important activity for education. The use of ubiquitous devices makes possible for learning participants to be engaged in an open and connected social environment, and also allows the learning activities to be performed at any time and any places. In this study, the discovery of correlation among shared resources is concentrated. A hypothetical scenario is considered that the information, such as photos and thoughts, is applicable to be shared with implicit context (i.e. geographical information) by learners through a practical implementation, PadSCORM, on a mobile device. Two major contributions are achieved. First, the correlations among resources are determined through usage experiences mining and geographical information adjustment. It then assists learners in filtering out redundant information by highlighting the significance of resources. Second, an intelligent searching algorithm is proposed to visualize adaptive routes in order to facilitate search process and to enrich the learning activity.
AB - Sharing information and resources on the Internet has become an important activity for education. The use of ubiquitous devices makes possible for learning participants to be engaged in an open and connected social environment, and also allows the learning activities to be performed at any time and any places. In this study, the discovery of correlation among shared resources is concentrated. A hypothetical scenario is considered that the information, such as photos and thoughts, is applicable to be shared with implicit context (i.e. geographical information) by learners through a practical implementation, PadSCORM, on a mobile device. Two major contributions are achieved. First, the correlations among resources are determined through usage experiences mining and geographical information adjustment. It then assists learners in filtering out redundant information by highlighting the significance of resources. Second, an intelligent searching algorithm is proposed to visualize adaptive routes in order to facilitate search process and to enrich the learning activity.
KW - Object network
KW - Pervasive computing
KW - Search route
KW - Ubiquitous learning
UR - http://www.scopus.com/inward/record.url?scp=84855413247&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84855413247&partnerID=8YFLogxK
U2 - 10.1145/2072598.2072608
DO - 10.1145/2072598.2072608
M3 - Conference contribution
AN - SCOPUS:84855413247
SN - 9781450309943
T3 - MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops - ACM International Workshop on Multimedia Technologies for Distance Learning, MTDL'11
SP - 43
EP - 46
BT - MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops - ACM International Workshop on Multimedia Technologies for Distance Learning, MTDL'11
T2 - 2011 ACM Multimedia Conference, MM'11 and Co-Located Workshops - 3rd ACM International Workshop on Multimedia Technologies for Distance Learning, MTDL'11
Y2 - 28 November 2011 through 1 December 2011
ER -