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Table content extraction method and device based on RPA and AI, equipment and medium

An extraction method and table technology, applied in the field of table content extraction based on RPA and AI, can solve problems such as error-prone, low work efficiency, time-consuming and laborious, and achieve the effect of avoiding the operation of writing code and improving work efficiency

Pending Publication Date: 2021-01-15
BEIJING LAIYE NETWORK TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, traditional RPA has certain limitations: it can only be based on fixed rules, and the application scenarios are limited
For users, due to the need to write a lot of code during the use of RPA products, especially in the extraction of form content, the threshold for use is relatively high
In the process of use, user operations are not only inconsistent but also very error-prone
In addition, users need to modify the code repeatedly, which is time-consuming and laborious, resulting in low work efficiency

Method used

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  • Table content extraction method and device based on RPA and AI, equipment and medium
  • Table content extraction method and device based on RPA and AI, equipment and medium
  • Table content extraction method and device based on RPA and AI, equipment and medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0090] Robotic Process Automation (RPA) is abbreviated as RPA, which simulates human operations on computers through specific "robot software", and automatically executes process tasks according to rules. The RPA robot can intelligently understand the existing applications of the enterprise through the user interface, and automate the routine operations based on rules, such as automatically and repeatedly reading emails, reading Office components, operating databases, web pages and client software, etc., collecting data, and performing tedious tasks. calculations, generate files and reports in large quantities, and complete boring file inspections. It can greatly reduce the input of labor costs, effectively improve the existing office efficiency, and complete the work accurately, stably and quickly.

[0091] AI (Artificial Intelligence) is the English abbreviation of artificial intelligence. It is a new technical science that studies and develops theories, methods, technologie...

Embodiment 2

[0110] figure 2 It is a schematic flowchart of a method for extracting form content based on RPA and AI provided in Embodiment 2 of the present invention. The method can be applied to application scenarios such as form data screening and entry systems, and can be executed by an RPA and AI-based form content extraction device, which can be implemented by means of software and / or hardware. Such as figure 2 As shown, the method provided in this embodiment specifically includes:

[0111] 110. Acquiring pictures in the set area.

[0112] Among them, the setting area refers to the area to be recognized where the picture to be recognized is located in the user operation interface. For details, please refer to Figure 1b . The picture in this area may be a screenshot that the user wants to identify, or may also be a pre-stored existing image, or may also be a PDF document or the like. Since the method provided by the embodiment of the present invention mainly extracts table con...

Embodiment 3

[0127] image 3 A flow chart of a preferred method for extracting form content based on RPA and AI provided by Embodiment 3 of the present invention. On the basis of the above-mentioned embodiment, this embodiment performs the identification of pictures and the process of extracting and storing all form contents. Details. Such as image 3 As shown, the method includes:

[0128] 210. Acquire pictures in the set area.

[0129] 220. Perform OCR recognition on the picture to obtain a table array.

[0130] Wherein, the row and column information of each table is stored in the table array. In addition, the OCR recognition result also includes a second recognition result corresponding to non-table content.

[0131] 230. Analyze the array of tables to obtain a first recognition result corresponding to each table. The first recognition result includes the index number of each table in the picture, and the row and column index and cell content of each cell in each table.

[0132] ...

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Abstract

The invention discloses a table content extraction method and device based on RPA and AI, equipment and a medium, and the method comprises the steps: S1, obtaining a picture in a set region, and enabling the picture to comprise a table; S2, identifying the picture to obtain a first identification result corresponding to the table; S3, if a table information extraction instruction is received, extracting table content corresponding to the table information extraction instruction from the first identification result. By the adoption of the technical scheme, the unstructured table is converted into the structured table, and the working efficiency of a user and the accuracy of table content extraction are greatly improved.

Description

technical field [0001] The present invention relates to the technical field of form processing, in particular, to a method, device, equipment and medium for extracting form content based on RPA and AI. Background technique [0002] RPA (Robotic Process Automation, Robotic Process Automation) simulates human operations on computers through specific "robot software", and automatically executes process tasks according to rules. [0003] AI (Artificial Intelligence) is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. [0004] RPA has unique advantages: low-code, non-intrusive. Low-code means that RPA can be operated without a high IT level, and business personnel who do not understand programming can also develop processes; non-intrusive means that RPA can simulate human operations without opening interfaces with software systems. However, traditional RPA has ce...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/20G06F40/166
CPCG06F40/166G06V30/412G06V10/22
Inventor 胡一川汪冠春褚瑞李玮王瑞丰
Owner BEIJING LAIYE NETWORK TECH CO LTD
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