JITBot: An Explainable Just-In-Time Defect Prediction Bot

Just-In-Time (JIT) defect prediction is a classification model that is trained using historical data to predict bug-introducing changes. However, recent studies raised concerns related to the explain-ability of the predictions of many software analytics applications (i.e., practitioners do not under...

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Bibliographic Details

Published in:	2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) pp. 1336 - 1339
Main Authors:	Khanan, Chaiyakarn, Luewichana, Worawit, Pruktharathikoon, Krissakorn, Jiarpakdee, Jirayus, Tantithamthavorn, Chakkrit, Choetkiertikul, Morakot, Ragkhitwetsagul, Chaiyong, Sunetnanta, Thanwadee
Format:	Conference Proceeding
Language:	English
Published:	ACM 01.09.2020
Subjects:	Just-In-Time Defect Prediction Monitoring Pipelines Predictive models Risk management Software development management Software engineering Software quality Software Quality Assurance
ISSN:	2643-1572
Online Access:	Get full text
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