Research on outlier detection algorithm for express logistics

Yan Zhang, Zheyi Li, Jiefeng Wen, Yiwei Ma, Oh-kyoung Kwon

Abstract: Highlights•According to the characteristics and operation principle of joint distribution mode, constructing a virtual simulation system of the logistics operation model and simulating the operation process of the entire logistics activities of logistics orders from generation to the terminal distribution in joint distribution.•To establish extraction method of the logistics distribution data feature based on the time, number, level, position coordinates and the urban point dependent relation, the method of describing the distribution characteristics accurately and effectively.•According to the characteristics of joint distribution, put forward a kind of abnormal state detection and evaluation algorithm of logistics distribution, and identify the abnormal distribution of common delivery delay in delivery time, delivery path error, destination error (not the destination) and accurately in joint distribution.

External IDs:dblp:journals/cii/ZhangLWMK17