TY - GEN
T1 - Items analysis of postal supervision
AU - Cheng, Yufen
AU - Shang, Wenqian
AU - Zhu, Ligu
AU - Zhang, Di
AU - Feng, Dongyu
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/8/23
Y1 - 2016/8/23
N2 - In the logistics industry, if every business know the flow and flow direction of different items and the type of items clearly, it will convenient for the business to make sales plan in time and improve the income. Based on the idea, this paper designs a method, which for carry out statistical analysis on the flow of items, and introduce the specific process. Face with the data which has large quantity, variety of item categories, the article design a program of data preprocessing at first, then calculate items' similarity by corpus-based approach, combined with the K-means cluster algorithm for the classification of items, and analysis of items' category. Analysis flow and flow direction by means of statistical analysis. At last, visualize the analysis result, output to foreground.
AB - In the logistics industry, if every business know the flow and flow direction of different items and the type of items clearly, it will convenient for the business to make sales plan in time and improve the income. Based on the idea, this paper designs a method, which for carry out statistical analysis on the flow of items, and introduce the specific process. Face with the data which has large quantity, variety of item categories, the article design a program of data preprocessing at first, then calculate items' similarity by corpus-based approach, combined with the K-means cluster algorithm for the classification of items, and analysis of items' category. Analysis flow and flow direction by means of statistical analysis. At last, visualize the analysis result, output to foreground.
KW - K-means
KW - classification
KW - statistical analysis
UR - http://www.scopus.com/inward/record.url?scp=84988014941&partnerID=8YFLogxK
U2 - 10.1109/ICIS.2016.7550949
DO - 10.1109/ICIS.2016.7550949
M3 - Conference Proceeding
AN - SCOPUS:84988014941
T3 - 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings
BT - 2016 IEEE/ACIS 15th International Conference on Computer and Information Science, ICIS 2016 - Proceedings
A2 - Uehara, Kuniaki
A2 - Nakamura, Masahide
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2016
Y2 - 26 June 2016 through 29 June 2016
ER -