TY - GEN
T1 - Forecasting group behavior via multiple plan recognition
AU - Li, Xiaochen
AU - Mao, Wenji
AU - Zeng, Daniel
AU - Zhu, Huachi
PY - 2011/9/22
Y1 - 2011/9/22
N2 - Forecasting group behavior is critical to national and international security. Various forecasting methods have been developed previously. However, the majority of them are data-driven methods and rely heavily on the structured data which are often hard to obtain. To overcome the limitation of previous methods, we propose a novel plan recognition method for detecting multiple group behavior based on graph search. We further conduct human experiments in security informatics domain to empirically evaluate our proposed method. The experimental results show the effectiveness of our method.
AB - Forecasting group behavior is critical to national and international security. Various forecasting methods have been developed previously. However, the majority of them are data-driven methods and rely heavily on the structured data which are often hard to obtain. To overcome the limitation of previous methods, we propose a novel plan recognition method for detecting multiple group behavior based on graph search. We further conduct human experiments in security informatics domain to empirically evaluate our proposed method. The experimental results show the effectiveness of our method.
KW - group behavior forecasting
KW - multiple plan recognition
UR - http://www.scopus.com/inward/record.url?scp=80052886678&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80052886678&partnerID=8YFLogxK
U2 - 10.1109/ISI.2011.5983997
DO - 10.1109/ISI.2011.5983997
M3 - Conference contribution
AN - SCOPUS:80052886678
SN - 9781457700828
T3 - Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics, ISI 2011
SP - 184
EP - 186
BT - Proceedings of 2011 IEEE International Conference on Intelligence and Security Informatics, ISI 2011
T2 - 2011 IEEE International Conference on Intelligence and Security Informatics, ISI 2011
Y2 - 10 July 2011 through 12 July 2011
ER -