Crowdsourcing tester recommendation and crowdsourcing test method and electronic device

A technology for testers and recommended methods, applied in the computer field, can solve the problems of prolonging the public testing task cycle, cost waste, etc., to achieve the effect of improving the defect detection rate, shortening the completion cycle, and reducing repeated defects

Active Publication Date: 2020-08-11
INST OF SOFTWARE - CHINESE ACAD OF SCI
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The existence of these platform periods will bring a lot of cost waste and potentially prolong the cycle of public testing tasks

Method used

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  • Crowdsourcing tester recommendation and crowdsourcing test method and electronic device
  • Crowdsourcing tester recommendation and crowdsourcing test method and electronic device
  • Crowdsourcing tester recommendation and crowdsourcing test method and electronic device

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Embodiment Construction

[0035] The method is further described below by specific embodiments;

[0036] The technical scheme of the invention is as follows: collecting various information in the process of the public testing task and preprocessing; modeling the process context of the task from the perspective of test sufficiency; The resource context of the aspect modeling task; based on this, extract features to establish a ranking learning model, predict the probability of personnel finding defects in the current context, and obtain the initial recommender ranking; perform diversity-based re-ranking on the initial recommender ranking, and Obtain the final recommendation personnel ranking; the method flow of the present invention is as follows figure 1 The specific steps are:

[0037] 1) Collect and preprocess various information in the process of public testing tasks, including the following sub-steps:

[0038] 1a) For a certain time point in the public testing process, collect relevant informatio...

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Abstract

The invention provides a crowdsourcing tester recommendation and crowdsourcing test method and an electronic device. The crowdsourcing tester recommendation and crowdsourcing test method comprises thesteps of: collecting crowdsourcing task demand description at a time point in a crowdsourcing software test process and historical crowdsourcing reports of to-be-recommended personnel; acquiring process context and resource context of each to-be-recommended personnel; and inputting the extracted features into a sorting learning model to obtain an initial recommended personnel sorting, and resorting the initial recommended personnel sorting based on specialty and equipment diversity contribution degrees to obtain a final recommended personnel sorting. Personnel recommendation is performed moreaccurately based on the current context information, and the recommended personnel can give consideration to both accuracy and diversity, so that the personnel can be dynamically planned in the crowddetection process, the defect detection rate is improved, the completion period of the crowd detection task is shortened, and the formation of a more efficient crowd detection service mode is promoted.

Description

technical field [0001] The invention belongs to the field of computer technology, and in particular relates to a crowdsourcing tester recommendation and crowdsourcing testing method and electronic device. Background technique [0002] Crowdsourcing software testing (referred to as crowd testing) means that before the software is officially released, the software company publishes the testing tasks to the crowd testing platform on the Internet, and the crowd testers on the platform execute the test and submit the crowd testing report. Since software errors can lead to loss of users and economic losses, crowd testing technology is widely used in the current software development or update process of Internet companies when there is a relative shortage of professional testers in software companies. [0003] Because most of the crowd testers do not have professional software testing backgrounds and their abilities are uneven, the performance of different people on crowd testing t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36
CPCG06F11/3684G06F11/3688G06F11/3692G06Q10/06311G06F16/335G06F11/3672G06F21/53G06F2221/2149
Inventor 王俊杰王青胡渊哲王丹丹
Owner INST OF SOFTWARE - CHINESE ACAD OF SCI
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