An algorithm to identify avoidance behavior in moving object trajectories

Brazilian Computer Society. Journal

Alisson Moscato Loy¹  Chiara Renso¹  Luis Otavio Alvares²  Vania Bogorny³ 

[1] II/UFRGS, Porto Alegre, Brazil;INE/UFSC, Florianopolis, Brazil;KDD Lab, Pisa, Italy

关键词: Trajectory behavior;    Spatiotemporal pattern;    Moving objects;    Trajectory data mining;    Avoidance behavior;   

DOI  :  10.1007/s13173-011-0037-3

学科分类：农业科学（综合）

来源: Springer U K

【 摘 要 】

Research on trajectory behavior has increased significantly in the last few years. The focus has been on the search for patterns considering the movement of the moving object in space and time, essentially looking for similar geometric properties and dense regions. This paper proposes an algorithm to detect a new kind of behavior pattern that identifies when a moving object is avoiding specific spatial regions, such as security cameras. This behavior pattern is called avoidance. The algorithm was evaluated with real trajectory data and achieved very good results.

【 授权许可】

CC BY