TY - GEN
T1 - Study on SNS graph generation and prediction
AU - Yang, Yuehua
AU - Du, Junping
AU - Jia, Yingmin
AU - Sun, Zengqi
PY - 2010
Y1 - 2010
N2 - As the users of social network sites increases, the types of applications service social network sites provide are becoming more and more. This paper establishes an SNS graph generation model based on social services provided by kaixin.com, which describes the intrinsic relationship of entities (users, groups, applications, posts, and albums) in the site; extracts some rules according to the relationship of entities and applies these rules to the SNS graph generation, so the SNS graph can be updated dynamically with the selected social network site;Finally proposes an algorithm used to predict which applications may obtain more users in the future roughly based on SNS graph and according to the prediction results the social network site can adjust its website structure thereby absorbing more users.
AB - As the users of social network sites increases, the types of applications service social network sites provide are becoming more and more. This paper establishes an SNS graph generation model based on social services provided by kaixin.com, which describes the intrinsic relationship of entities (users, groups, applications, posts, and albums) in the site; extracts some rules according to the relationship of entities and applies these rules to the SNS graph generation, so the SNS graph can be updated dynamically with the selected social network site;Finally proposes an algorithm used to predict which applications may obtain more users in the future roughly based on SNS graph and according to the prediction results the social network site can adjust its website structure thereby absorbing more users.
KW - Graph generation model
KW - Prediction algorithm
KW - SNS
UR - https://www.scopus.com/pages/publications/78751496307
M3 - 会议稿件
AN - SCOPUS:78751496307
SN - 9781424474530
T3 - ICCAS 2010 - International Conference on Control, Automation and Systems
SP - 1188
EP - 1191
BT - ICCAS 2010 - International Conference on Control, Automation and Systems
T2 - International Conference on Control, Automation and Systems, ICCAS 2010
Y2 - 27 October 2010 through 30 October 2010
ER -