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Method and system for intelligent recommendation of rpa components

A recommended method and component technology, applied in the direction of software reuse, computer components, instruments, etc., can solve the problems of not understanding the logic of the components, unfamiliar component names, etc., to solve the problem of cold start, reasonable design, and insufficient data volume Effect

Active Publication Date: 2022-04-22
杭州实在智能科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0010] The present invention aims to overcome the problems that existing users are not familiar with component names and component logic in the process of creating RPA product components in the prior art, and provides a method that can enhance the usability of products and improve the RPA component intelligent recommendation method and system for improving development efficiency and improving user component acquisition efficiency

Method used

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  • Method and system for intelligent recommendation of rpa components
  • Method and system for intelligent recommendation of rpa components
  • Method and system for intelligent recommendation of rpa components

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0053] Such as figure 1 The shown RPA component intelligent recommendation method includes the following steps;

[0054] S1, extracting the target information of the component when receiving the component created by the user on the RPA product interface;

[0055] S2, according to the target information of the extraction component, the users are clustered through the K-means clustering method to obtain similar user groups;

[0056] S3, according to similar user groups, determine the user family to which the user of the component to be added belongs, and calculate a candidate component list according to the specific information of the determined user family;

[0057] S4, according to the candidate component list, calculate the posterior probability value of each candidate component, set the threshold, and determine the preset number of candidate recommended components from the candidate component list in the order of the posterior probability value from high to low, and then re...

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PUM

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Abstract

The invention belongs to the technical field of RPA products, and in particular relates to an intelligent recommendation method and system for RPA components. S1, extract the target information of the component; S2, according to the target information of the extracted component, cluster the users through the K-means clustering method to obtain a similar user group; S3, according to the similar user group, determine the user to which the component to be added belongs User family, and calculate the candidate component list; S4, calculate the posterior probability value of each candidate component according to the candidate component list, set the threshold, and determine the preset from the candidate component list in the order of the posterior probability value from high to low The number of candidate recommended components; S5, displaying the candidate recommended components on the RPA interface for users to select components according to actual needs. The invention has the characteristics of enhancing the ease of use of products, improving the development efficiency of developers and improving the acquisition efficiency of user components.

Description

technical field [0001] The invention belongs to the technical field of RPA products, and in particular relates to an intelligent recommendation method and system for RPA components. Background technique [0002] At present, in the context of digital transformation, enterprises need to liberate business personnel from simple and repetitive low-value-added work, so that personnel can transform to engage in more creative and valuable work, thereby providing organizational support for enterprise change and transformation. foundation and provide effective support for enterprise development. As an emerging digital tool, Robotic Process Automation (RPA), a pre-configured software, can use business rules and predefined activity design to automatically execute one or more unrelated software The combination of processes, activities, transactions, and tasks in the system breaks the information islands of each system, and has the characteristics of high efficiency, simplicity, intellig...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F8/36G06F8/34G06F16/9035G06F16/906G06K9/62
CPCG06F8/36G06F8/34G06F16/9035G06F16/906G06F18/23213
Inventor 郭洪锋孙跃刚周婷
Owner 杭州实在智能科技有限公司