Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)

<Previous Article In Volume
Next Article In Volume>

Application Research of RPA Technology in the Construction of Financial Robot Business Automation Processing Platform

Authors
Yaru Qi1, *
1Huainan Vocational Technical College, Huainan, Anhui, China
*Corresponding author. Email: 2461303213@qq.com
Corresponding Author
Yaru Qi
Available Online 31 August 2024.
DOI
10.2991/978-94-6463-490-7_37How to use a DOI?
Keywords
RPA technology; financial robot; classification accuracy; business automation
Abstract

There are still many inefficient manual processing tasks in the financial field, so it is crucial to adopt financial robots based on RPA technology. In order to automatically obtain the financial fields of web pages and intelligent classified financial data, the financial data automatic capture robot and the financial classification robot with TF-IDF algorithm are designed, and the automatic processing platform with these two robots as the core is built. The experimental results show that the autocrawler robot can accurately generate XML files with an accuracy of more than 90%. The TF-IDF algorithm also performed well in classification accuracy, recall and F1 values, at 71%, 85% and 92%, respectively. These two kinds of financial machines can effectively realize business automation processing and improve the work efficiency of financial personnel.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

<Previous Article In Volume
Next Article In Volume>
Volume Title
Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)
Series
Atlantis Highlights in Intelligent Systems
Publication Date
31 August 2024
ISBN
978-94-6463-490-7
ISSN
2589-4919
DOI
10.2991/978-94-6463-490-7_37How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Yaru Qi
PY  - 2024
DA  - 2024/08/31
TI  - Application Research of RPA Technology in the Construction of Financial Robot Business Automation Processing Platform
BT  - Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)
PB  - Atlantis Press
SP  - 340
EP  - 345
SN  - 2589-4919
UR  - https://doi.org/10.2991/978-94-6463-490-7_37
DO  - 10.2991/978-94-6463-490-7_37
ID  - Qi2024
ER  -