基于OCR和大语言模型的智能财务系统
Research on Intelligent Financial System Based on OCR and Large Language Model
黄梓聪 1陈典灿 1欧润丰 1罗靖 1彭新东1
作者信息
- 1. 韶关学院 信息工程学院,广东 韶关 512005
- 折叠
摘要
随着信息技术的快速发展和人们对于财务管理和财务分析的需求量日益增长,记账已不再局限于普通的手写记账或者软件手动录入.为了能顺应当今时代需求与发展,设计了一款基于OCR和大语言模型的智能财务系统.该系统适用于手机端,以财务管理功能作为起点,简化管理操作为目的,实现了以OCR识别扫描录入记账功能为主,大语言模型财务分析、大数据消费分类走势、多版本适用于不同年龄阶层人群的版本切换等功能为辅的系统.该系统不仅极大地提升了人们记账的效率,而且促进了社会的智能化财务转型.
Abstract
With the rapid development of information technology and the growing demand for financial management and financial analyses,bookkeeping is no longer limited to ordinary handwriting or manual recording in software.In order to meet the needs and development of today's era,an intelligent financial system based on OCR and large language model is designed.The system is suit-able for mobile phones,with financial management functions as the starting point and simplified management operations as the pur-pose,and realizes a system that is mainly based on OCR recognition scanning and recording bookkeeping functions,supplemented by financial analysis functions of big language model,big data consumption classification trends,and multi-version switching of ver-sions suitable for people of different age groups.The system not only greatly improves the efficiency of people's bookkeeping,but also promotes the intelligent financial transformation of society.
关键词
财务管理/OCR/扫描录入/大语言模型Key words
financial management/OCR/scanning entry/large language model引用本文复制引用
基金项目
国家自然科学基金(62006155)
广东省教育厅特色创新项目(22022KTSCX126)
韶关市科技计划项目(220606114533116)
韶关学院大学生创新创业训练项目(Sycxcy2023167)
出版年
2024
NETL
NSTL
维普
万方数据