Technical debt prioritization

Abstract

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Technical debt prioritization: methods, techniques, and a large exploratory study

“…In this study, we developed and evaluated context-adaptive machine learning methods to assist in technical debt prioritization. First, we used the Sonarlizer Xplorer (Pina, Goldman, and Seaman, 2022) to build a dataset with code technical debt items from Java projects hosted on public GitHub repositories. We used InterasurveyTD (Pina, Goldman, and Seaman, 2022) to apply a survey to the project developers.…”

“…First, we used the Sonarlizer Xplorer (Pina, Goldman, and Seaman, 2022) to build a dataset with code technical debt items from Java projects hosted on public GitHub repositories. We used InterasurveyTD (Pina, Goldman, and Seaman, 2022) to apply a survey to the project developers. The survey asked developers about the payment priority level for technical debt items for software projects they have contributed.…”

“…Conceptual /Introductory (Gomes et al, 2011), (Seaman, Yuepu Guo, et al, 2012), (Morgenthaler et al, 2012), (Falessi, Shaw, et al, 2013), (Daneva et al, 2013), (Ernst et al, 2015), (Martini and Bosch, 2015a), (Martini and Bosch, 2015b), (Leppanen et al, 2015), (Fernández-Sánchez, Garbajosa, et al, 2015), (Martini, Bosch, and Chaudron, 2015), (Riegel and Doerr, 2015), (Martini and Bosch, 2016), (Garousi and Mäntylä, 2016), (Brauer et al, 2017), (Martini and Bosch, 2017), (Hormann et al, 2017), (Becker et al, 2018), (R. d. Almeida et al, 2018), (Pina, Seaman, et al, 2022), (S. Freire, Rios, Pérez, Torres, et al, 2021), (Mandic et al, 2021), (M. Stochel et al, 2022), (Albuquerque et al, 2022), (Wiese et al, 2022), , (S. Freire, Rios, Pérez, Castellanos, et al, 2023), (Alfayez, Winn, et al, 2023(Costa et al, 2022, (Tsintzira et al, 2020), (De Toledo et al, 2022) Mathematical /Statistical (Schmid, 2013), (Fontana et al, 2015), (Skourletopoulos, Chatzimisios, et al, 2015), (Akbarinasaji, 2015), (Mohan et al, 2016), (Codabux and Williams, 2016) Code Metrics (Zazworka, Seaman, and Shull, 2011), (Snipes et al, 2012), (Falessi and Voegele, 2015), (Chatzigeorgiou et al, 2015),…”

“…Several theoretical surveys and discussions based on interviews, questionnaires, and observations were carried out to identify the elements related to the prioritization and decision-making process (Ernst et al, 2015;Martini and Bosch, 2015b;Leppanen et al, 2015;S. Freire, Rios, Gutierrez, et al, 2020;Pina, Seaman, et al, 2022;S. Freire, Rios, Pérez, Torres, et al, 2021;S.…”