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2022 | OriginalPaper | Chapter

8. Classification of Crowdsourced Testing Reports

Authors : Qing Wang, Zhenyu Chen, Junjie Wang, Yang Feng

Published in: Intelligent Crowdsourced Testing

Publisher: Springer Nature Singapore

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Abstract

In order to attract workers, testing tasks are often financially compensated, especially for these failed reports. Under this context, workers may submit thousands of test reports. However, these test reports often have many false positives, i.e., a test report marked as failed that actually involves correct behavior or behavior that was considered outside of the studied software system. Project managers or testers need to manually verify whether a submitted test report reveals fault—-true fault. However, such process is tedious and cumbersome, given the high volume workload. Our observation on industrial crowdsourced testing platforms shows that, approximately 100 projects are delivered per month from a typical platform, and more than 1000 test reports are submitted per day on average.

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Footnotes
1
The ROC curve is created by plotting the true positive rate.
 
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Metadata
Title
Classification of Crowdsourced Testing Reports
Authors
Qing Wang
Zhenyu Chen
Junjie Wang
Yang Feng
Copyright Year
2022
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-16-9643-5_8

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