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RPA component intelligent recommendation method and system

A recommendation method and recommendation system technology, applied in the field of RPA component intelligent recommendation method and system, can solve problems such as ignorance of component logic and unfamiliar component names, and achieve the effect of solving cold start, reasonable design, and improving accuracy

Active Publication Date: 2022-01-21
杭州实在智能科技有限公司
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  • Abstract
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  • 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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  • RPA component intelligent recommendation method and system
  • RPA component intelligent recommendation method and system
  • RPA component intelligent recommendation method and system

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 particularly relates to an RPA component intelligent recommendation method and system. The method comprises: S1, extracting target information of the component; S2, performing clustering processing on users through a K-means clustering method according to the target information of the extracted component to obtain similar user groups; S3, according to the similar user group, determining a user family to which the to-be-added component user belongs, and calculating a candidate component list; S4, calculating a posterior probability value of each candidate component according to the candidate component list, setting a threshold value, and determining a preset number of candidate recommended components from the candidate component list according to a sequence of the posterior probability values from high to low; and S5, displaying the candidate recommended components on an RPA interface for a user to select the components according to actual demands. The method has the characteristics that the usability of products can be enhanced, the development efficiency of developers is improved, and the user component acquisition efficiency is improved.

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 Applications(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