TY - GEN
T1 - Multi strategies-based resources recommendation in learning team
AU - Gong, Lin
AU - Zhang, Zi Jian
AU - Xie, Jian
PY - 2014
Y1 - 2014
N2 - Learning team has become an important foundation for collaborative work. In a team, according to the knowledge of members and task requirements, how to recommend learning resources to the appropriate team member is a key factor of success. This paper firstly reviewed related methods and concepts in knowledge management and recommendation. Then, it constructed different models for task, knowledge, team member and learning resource. The two strategies of resources recommendation were proposed. One was based on similarity measurement and another is based on knowledge background and experience of team members. Based on the two strategies, learning resources were recommended to team members. Finally, the prototype system was built for practical validation.
AB - Learning team has become an important foundation for collaborative work. In a team, according to the knowledge of members and task requirements, how to recommend learning resources to the appropriate team member is a key factor of success. This paper firstly reviewed related methods and concepts in knowledge management and recommendation. Then, it constructed different models for task, knowledge, team member and learning resource. The two strategies of resources recommendation were proposed. One was based on similarity measurement and another is based on knowledge background and experience of team members. Based on the two strategies, learning resources were recommended to team members. Finally, the prototype system was built for practical validation.
KW - Knowledge modeling
KW - Knowledge recommendation
KW - Learning resources
KW - Similarity measurement
KW - Team collaboration
UR - http://www.scopus.com/inward/record.url?scp=84906545873&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMR.1006-1007.1187
DO - 10.4028/www.scientific.net/AMR.1006-1007.1187
M3 - Conference contribution
AN - SCOPUS:84906545873
SN - 9783038352075
T3 - Advanced Materials Research
SP - 1187
EP - 1193
BT - Advanced Manufacturing and Industrial Engineering
PB - Trans Tech Publications Ltd.
T2 - 4th International Conference on Advanced Engineering Materials and Technology, AEMT 2014
Y2 - 14 June 2014 through 15 June 2014
ER -