TY - GEN
T1 - Social stream organization based on user role analysis for participatory information recommendation
AU - Zhou, Xiaokang
AU - Wu, Bo
AU - Jin, Qun
AU - Nishimura, Shoji
AU - Pan, Julong
AU - Zheng, Wenbin
AU - Ma, Jianhua
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/10/3
Y1 - 2014/10/3
N2 - In this study, we propose an integrated approach to organize and refine the social streams in accordance with the analysis of both social data and social roles within a social group. The social stream data will be first collected and organized based on users' individual needs. After the calculation and analysis of users' importance based on the identification and classification of users' dynamical social roles within a user group, a mechanism is developed to organize and refine social streams and further provide users with more suitable and useful information that best fits their needs from more related users, in order to better assist the participatory information search and recommendation process in the social networking environment.
AB - In this study, we propose an integrated approach to organize and refine the social streams in accordance with the analysis of both social data and social roles within a social group. The social stream data will be first collected and organized based on users' individual needs. After the calculation and analysis of users' importance based on the identification and classification of users' dynamical social roles within a user group, a mechanism is developed to organize and refine social streams and further provide users with more suitable and useful information that best fits their needs from more related users, in order to better assist the participatory information search and recommendation process in the social networking environment.
KW - data analysis
KW - individual need
KW - participatory system
KW - social stream
KW - user role
UR - http://www.scopus.com/inward/record.url?scp=84910040122&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84910040122&partnerID=8YFLogxK
U2 - 10.1109/U-MEDIA.2014.57
DO - 10.1109/U-MEDIA.2014.57
M3 - Conference contribution
AN - SCOPUS:84910040122
T3 - Proceedings - 2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014
SP - 105
EP - 110
BT - Proceedings - 2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 7th International Conference on Ubi-Media Computing and Workshops, U-MEDIA 2014
Y2 - 12 July 2014 through 14 July 2014
ER -