Proceedings of the 2022 International Conference on Urban Planning and Regional Economy(UPRE 2022)

SF EXPRESS Automated Robotic Sorting System Based on Machine Learning

Authors
Xinyu Li
School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China, 100091
*Corresponding author. Email: 19281282@bjtu.edu.cn
Corresponding Author
Xinyu Li
Available Online 16 May 2022.
DOI
https://doi.org/10.2991/aebmr.k.220502.020How to use a DOI?
Keywords
machine learning; ensemble learning; feature filtering; data cleaning; parameter comparison
Abstract

With the rapid development of Internet technology and the gradual expansion of logistics coverage, online shopping has become the preferred way of shopping. Facing the increasing volume of parcel express delivery, logistics companies need to efficiently complete the sorting of parcels. This paper aims to propose an intelligent express robot sorting system, which makes it possible to complete the sorting of express delivery through the program-controlled robot to efficiently and correctly complete the sorting of parcels in transit. The program adopts the method and principle of machine learning, performs data cleaning and feature extraction on part of the data before learning, and then it can perform high-accuracy work, and the accuracy rate can reach 97%.

Copyright
© 2022 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license.

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Volume Title
Proceedings of the 2022 International Conference on Urban Planning and Regional Economy(UPRE 2022)
Series
Advances in Economics, Business and Management Research
Publication Date
16 May 2022
ISBN
978-94-6239-578-7
ISSN
2352-5428
DOI
https://doi.org/10.2991/aebmr.k.220502.020How to use a DOI?
Copyright
© 2022 The Authors. Published by Atlantis Press International B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license.

Cite this article

TY  - CONF
AU  - Xinyu Li
PY  - 2022
DA  - 2022/05/16
TI  - SF EXPRESS Automated Robotic Sorting System Based on Machine Learning
BT  - Proceedings of the 2022 International Conference on Urban Planning and Regional Economy(UPRE 2022)
PB  - Atlantis Press
SP  - 92
EP  - 98
SN  - 2352-5428
UR  - https://doi.org/10.2991/aebmr.k.220502.020
DO  - https://doi.org/10.2991/aebmr.k.220502.020
ID  - Li2022
ER  -