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dc.contributor.supervisor Anvik, John
dc.contributor.author Bhuyan, Shayla Azad
dc.contributor.author University of Lethbridge. Faculty of Arts and Science
dc.date.accessioned 2020-01-13T18:18:07Z
dc.date.available 2020-01-13T18:18:07Z
dc.date.issued 2019
dc.identifier.uri https://hdl.handle.net/10133/5651
dc.description.abstract Software development projects typically use an issue tracking system where the project members and users can either report faults or request additional features. Each of these reports needs to be triaged to determine such things as the priority of the report or which developers should be assigned to resolve the report. To assist a triager with report assigning, an assignment recommender has been suggested as a means of improving the process. However, proposed assignment recommenders typically present a list of developer names, without an explanation of the rationale. This work focuses on providing visual explanations for bug report assignment recommendations. We examine the use of a supervised and unsupervised machine learning algorithm for the assignment recommendation from which we can provide recommendation rationale. We explore the use of three types of graphs for the presentation of the rationale and validate their use-cases and usability through a small user study. en_US
dc.language.iso en_US en_US
dc.publisher Lethbridge, Alta. : University of Lethbridge, Dept. of Mathematics and Computer Science en_US
dc.relation.ispartofseries Thesis (University of Lethbridge. Faculty of Arts and Science) en_US
dc.subject Artificial intelligence en_US
dc.subject Coding theory en_US
dc.subject Computational learning theory en_US
dc.subject Error-correcting codes (Information theory) en_US
dc.subject Machine learning en_US
dc.subject Programming by example (Computer science) en_US
dc.title Visual representation of bug report assignment recommendations en_US
dc.type Thesis en_US
dc.publisher.faculty Arts and Science en_US
dc.publisher.department Department of Mathematics and Computer Science en_US
dc.degree.level Masters en_US
dc.proquest.subject Computer science [0984] en_US
dc.proquest.subject Computer engineering [0464] en_US
dc.proquest.subject Systems science [0790] en_US
dc.proquestyes Yes en_US


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