Crowdsourcing test task selection method and electronic device

A test task and crowdsourcing technology, applied in the computer field, can solve the problems of not getting paid, spending a lot of time, and spending a lot of time, so as to reduce time, improve efficiency, and increase revenue.

Active Publication Date: 2020-09-15
INST OF SOFTWARE - CHINESE ACAD OF SCI
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the lack of personalized decision support, public testers are often selected randomly or blindly based on personal preferences, which will cause them to spend a lot of time downloading applications, reading instructions, and exploring corresponding functions, but it is difficult to detect defects , which means spending a lot of time and not getting paid

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  • Crowdsourcing test task selection method and electronic device
  • Crowdsourcing test task selection method and electronic device
  • Crowdsourcing test task selection method and electronic device

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specific Embodiment approach

[0032] DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS In order to make the object, principle, technical solution and advantages of the present invention clearer, the present invention will be described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0033] A crowdsourcing test task selection method and electronic device of the present invention include a model training stage and a task selection stage. In the model training phase, based on historical crowd-testing tasks, model the attributes of the three dimensions of personnel activity, preference, and expertise, extract 118 features in four aspects of task characteristics, activity, preference matching, and expertise matching, and train the machine learning model It can predict the probability of a person finding a defect in a certain task; in the task selection stage, the features are also extracted based on the attributes of the person, input into the trained ma...

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Abstract

The invention provides a crowdsourcing test task selection method and an electronic device, and the crowdsourcing test task selection method comprises the steps: collecting task demand description andcorresponding crowdsourcing reports of n open crowdsourcing test tasks, and calculating each descriptive term vector of each open crowdsourcing test task; extracting task selection features and inputting the task selection features into a task selection model through acquired activity information of a crowdsourcing test person and preference information and specialty information of each descriptive term vector of an i-th open crowdsourcing test task, and predicting the defect discovery probability of the crowdsourcing test person in each open crowdsourcing test task, i being greater than or equal to 1 and less than or equal to n; and selecting an optimal crowdsourcing test task based on the probability of discovering the defects. According to the crowdsourcing test task selection method,task information and crowd-testing personnel information on the crowd-testing platform are better represented; proper tasks are selected for crowd-testing personnel by mining and modeling historical records of the personnel; the task selection and exploration time of the personnel is shortened; the defect discovery efficiency of the personnel is improved; and the income of the personnel on the crowd-testing platform is improved.

Description

technical field [0001] The invention belongs to the technical field of computers, and in particular relates to a crowdsourcing test task selection method and an electronic device. Background technique [0002] Crowdsourcing software testing (referred to as crowdtesting) refers to a crowdtesting platform where the company releases the application program as a test task on the Internet before the official release, and the crowdtesters on the platform perform the test and submit a report. Because software errors will lead to user loss and economic loss, in order to speed up testing efficiency and improve software quality, well-known Internet companies such as Google, Microsoft, and Alibaba have adopted crowd testing practices. [0003] Since software testing is a highly professional activity, not everyone can find defects for a test task, and those who do not find defects will not be paid. In practice, crowd testers usually need to browse a long list of crowd test tasks to fin...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36G06N20/00
CPCG06F11/3684G06F11/3688G06N20/00
Inventor 王俊杰王青胡军
Owner INST OF SOFTWARE - CHINESE ACAD OF SCI
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