TY - GEN
T1 - Investigating collaboration evolution in ubicomp research
AU - Ma, Chao
AU - Yu, Zhiwen
AU - Yi, Fei
AU - Wang, Zhu
AU - Li, Qingyang
AU - Guo, Bin
N1 - Publisher Copyright:
© 2016 ACM.
PY - 2016/9/12
Y1 - 2016/9/12
N2 - During the past 17 years, UbiComp has grown into one of the most influential conferences. To further figure out how the contributors of UbiComp collaborate with each other, we first construct a collaboration network based on 765 UbiComp papers published since 1999. Afterwards, to examine the patterns of collaborations, a PCA-based time series segmentation scheme is proposed, which suggests 2009 as a break point. By applying comparative analysis, we then investigate the collaboration evolution in different periods and propose a new method to quantify the actual effect of each paper. Experimental results reveal the existence of four types of collaboration patterns and proved that, as UbiComp getting more collaborative, long-Term collaboration is more inclined to facilitate high quality achievements.
AB - During the past 17 years, UbiComp has grown into one of the most influential conferences. To further figure out how the contributors of UbiComp collaborate with each other, we first construct a collaboration network based on 765 UbiComp papers published since 1999. Afterwards, to examine the patterns of collaborations, a PCA-based time series segmentation scheme is proposed, which suggests 2009 as a break point. By applying comparative analysis, we then investigate the collaboration evolution in different periods and propose a new method to quantify the actual effect of each paper. Experimental results reveal the existence of four types of collaboration patterns and proved that, as UbiComp getting more collaborative, long-Term collaboration is more inclined to facilitate high quality achievements.
KW - Collaboration Evolution
KW - Collaboration Pattern
KW - Network Analysis
KW - UbiComp
UR - http://www.scopus.com/inward/record.url?scp=84991069398&partnerID=8YFLogxK
U2 - 10.1145/2968219.2971432
DO - 10.1145/2968219.2971432
M3 - 会议稿件
AN - SCOPUS:84991069398
T3 - UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing
SP - 161
EP - 164
BT - UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing
PB - Association for Computing Machinery, Inc
T2 - 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016
Y2 - 12 September 2016 through 16 September 2016
ER -