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Process error control method and system based on natural language processing in RPA system

A natural language processing and error control technology, applied in natural language data processing, electrical digital data processing, special data processing applications, etc., can solve problems such as time-consuming, high cost, and cumbersome RPA process information steps

Pending Publication Date: 2021-09-07
HUNAN UNIV +1
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] In view of the above defects or improvement needs of the prior art, the present invention provides a process error control method and system based on natural language processing in an RPA system, the purpose of which is to solve the existing RPA automated process error detection method for obtaining RPA process The technical problems of cumbersome information steps, high cost, and long time consumption, as well as the technical problem of being unable to accurately and efficiently detect RPA process error information in the face of processing a large amount of data

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  • Process error control method and system based on natural language processing in RPA system
  • Process error control method and system based on natural language processing in RPA system
  • Process error control method and system based on natural language processing in RPA system

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Embodiment Construction

[0053] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not constitute a conflict with each other.

[0054] The basic idea of ​​the present invention is to use the neural network model to convert the text into word vectors and use the attention mechanism to construct the semantic correlation between text, words and labels. Normal information filtering, on the other hand, can accurately detect RPA process error information from various complex error information texts, thus improving the effect o...

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Abstract

The invention discloses a process error control method based on natural language processing in an RPA system. The process error control method comprises the following steps of obtaining RPA process information, inputting the obtained RPA process information into a trained RPA process error detection model to obtain an RPA process error information list, and executing process error control according to the obtained RPA process error information list. According to the invention, in the NLP and RPA process error detection links, the accuracy and efficiency of error detection can be greatly improved, so that automatic processing of an RPA robot and manual assistance are effectively combined, the consumption of manpower, material resources and financial resources of an enterprise is reduced, and the development cost of an RPA project is also saved.

Description

technical field [0001] The invention belongs to the technical field of natural language processing, and more specifically relates to a process error control method and system based on natural language processing in an RPA system. Background technique [0002] Natural Language Processing (NLP) is a subfield of computer science, information engineering, and artificial intelligence that deals with the interaction between computers and human (natural) language, especially how to program computers to process and analyze large amounts of natural language. Linguistic data, and ultimately technology that teaches computers how to understand questions in a human way and get them to respond appropriately. [0003] Robotic process automation (RPA) system is an application program that realizes RPA robot process automation by imitating the manual operation of the end user on the computer and through pre-programmed operation steps; RPA is like a Robot employees can automatically operate ...

Claims

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Application Information

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IPC IPC(8): G06F16/35G06F40/247G06F40/284G06F40/30
CPCG06F16/35G06F40/247G06F40/284G06F40/30
Inventor 蔡宇辉李肯立刘双翼杨圣洪秦云川吴帆
Owner HUNAN UNIV
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