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Searching for build debt: Experiences managing technical debt at Google

J. David Morgenthaler, Misha Gridnev, Raluca Sauciuc, Sanjay Bhansali
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">2012 Third International Workshop on Managing Technical Debt (MTD)</a> </i> &nbsp;
We describe several related efforts to measure and pay down technical debt found in Google's BUILD files and associated dead code.  ...  With a large and rapidly changing codebase, Google software engineers are constantly paying interest on various forms of technical debt.  ...  ACKNOWLEDGMENT The authors would like to thank many of our co-workers for help getting our efforts off the ground. For help editing this paper, we thank Ulf Adams, Robert Bowdidge, and Russ Rufer.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mtd.2012.6225994">doi:10.1109/mtd.2012.6225994</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/MorgenthalerGSB12.html">dblp:conf/icse/MorgenthalerGSB12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t6ia3vzqo5bxvpgvpviatk3mgu">fatcat:t6ia3vzqo5bxvpgvpviatk3mgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830013137/https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37755.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/50/34/50341a2e4dec45165c75da37296ee7984b71e044.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/mtd.2012.6225994"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Managing Technical Debt in Software Engineering (Dagstuhl Seminar 16162)

Paris Avgeriou, Philippe Kruchten, Ipek Ozkaya, Carolyn Seaman, Marc Herbstritt
<span title="2016-10-12">2016</span> <i title="Schloss Dagstuhl Leibniz-Zentrum für Informatik GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2phfyhrhje7xnnubtp3vfklcu" style="color: black;">Dagstuhl Reports</a> </i> &nbsp;
This report documents the program and outcomes of Dagstuhl Seminar 16162, "Managing Technical Debt in Software Engineering."  ...  We summarize the goals and format of the seminar, results from the breakout groups, a definition for technical debt, a draft conceptual model, and a research road map that culminated from the discussions  ...  Google Experience Report Engineering Tradeoffs and Technical Debt Software development at Google sits at one extreme on the spectrum of development environments, and as such may not represent the challenges  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.6.4.110">doi:10.4230/dagrep.6.4.110</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/journals/dagstuhl-reports/AvgeriouKOS16.html">dblp:journals/dagstuhl-reports/AvgeriouKOS16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h4kxyter2fcbthuqozlwakcfsa">fatcat:h4kxyter2fcbthuqozlwakcfsa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220123034340/https://drops.dagstuhl.de/opus/volltexte/2016/6693/pdf/dagrep_v006_i004_p110_s16162.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/27/89/278976835f8595c837af0ff5f693865468830a34.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4230/dagrep.6.4.110"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Reproducibility in the technical debt domain

Kristóf Szabados, Izabella Ingrid Farkas, Attila Kovács
<span title="2021-12-01">2021</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3eqv6evtubbcxlmaovdwd4jg2i" style="color: black;">Acta Universitatis Sapientiae: Informatica</a> </i> &nbsp;
Method We conducted a systematic literature review of 135 unique papers published at the "International Workshop on Managing Technical Debt" and the "International Conference on Managing Technical Debt  ...  Objective The goal of this study is to investigate the scientific publications presented at the premier technical debt conferences by understanding how reproducible the reported findings are.  ...  "Experiences on Managing Technical Debt with Code Smells and An-tiPatterns" ( [37] ) uses the tools "CodeMR" and "IntelliJ IDEA code inspection tool".  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/ausi-2021-0016">doi:10.2478/ausi-2021-0016</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gpopr72pt5hmnl2bw63rfqzre4">fatcat:gpopr72pt5hmnl2bw63rfqzre4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220205113936/https://www.sciendo.com/pdf/10.2478/ausi-2021-0016" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/3b/5b3bbdb56c8b33a48170d26440f54a2607244457.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/ausi-2021-0016"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Trade-off decisions across time in technical debt management

Christoph Becker, Ruzanna Chitchyan, Stefanie Betz, Curtis McCord
<span title="">2018</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">Proceedings of the 2018 International Conference on Technical Debt - TechDebt &#39;18</a> </i> &nbsp;
ABSTRACT Technical Debt arises from decisions that favour short-term outcomes at the cost of longer-term disadvantages.  ...  These findings lead to a set of recommendations for future empirical research on Technical Debt.  ...  Venters for commenting on the data extraction and analysis protocols, and Dawn Walker for her support in data collection and preparation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3194164.3194171">doi:10.1145/3194164.3194171</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/BeckerCBM18.html">dblp:conf/icse/BeckerCBM18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vd7m53ynhfdkxhs3u6eui5krqe">fatcat:vd7m53ynhfdkxhs3u6eui5krqe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190806003701/https://tspace.library.utoronto.ca/bitstream/1807/87820/1/Trade-off%20Decisions_TSpace.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dd/79/dd796fd74108482530e7956f3ec2da74467dfba2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3194164.3194171"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Identification and management of technical debt: A systematic mapping study

Nicolli S.R. Alves, Thiago S. Mendes, Manoel G. de Mendonça, Rodrigo O. Spínola, Forrest Shull, Carolyn Seaman
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/43ycbq2sebfnzi23a5qkxwni2y" style="color: black;">Information and Software Technology</a> </i> &nbsp;
Objective: This paper has the following goals: to characterize the types of technical debt, identify indicators that can be used to find technical debt, identify management strategies, understand the maturity  ...  Results: We proposed an initial taxonomy of technical debt types, created a list of indicators that have been proposed to identify technical debt, identified the existing management strategies, and analyzed  ...  This material has been approved for public release and unlimited distribution. DM-0002227.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2015.10.008">doi:10.1016/j.infsof.2015.10.008</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5otuhwbz6bgxpdmh3v724eq73q">fatcat:5otuhwbz6bgxpdmh3v724eq73q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722174028/https://manuscript.elsevier.com/S0950584915001743/pdf/S0950584915001743.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/ba/3ebad6632cd3f528a69dd74d49a2ef2185ec006d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2015.10.008"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A systematic mapping study on technical debt and its management

Zengyang Li, Paris Avgeriou, Peng Liang
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
Context: Technical debt (TD) is a metaphor reflecting technical compromises that can yield short-term benefit but may hurt the long-term health of a software system.  ...  Moreover, dedicated TDM tools are needed for managing various types of TD in the whole TDM process.  ...  Specifically, we checked against the top 200 results of the search with the search string "technical debt" in Google Scholar.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2014.12.027">doi:10.1016/j.jss.2014.12.027</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/44uq7aau65eqxae4ldphs6txiu">fatcat:44uq7aau65eqxae4ldphs6txiu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150926135337/http://www.cs.rug.nl/%7Eparis/papers/JSS15.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c5/db/c5dbd495acd573d4959a84fe9cdc1f78d57599c8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2014.12.027"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Characterizing and Mitigating Self-Admitted Build Debt [article]

Tao Xiao, Dong Wang, Shane McIntosh, Hideaki Hata, Raula Gaikovina Kula, Takashi Ishio, Kenichi Matsumoto
<span title="2021-02-19">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our work presents the first step towards understanding technical debt in build systems and opens up avenues for future work, such as tool support to track and manage SABD backlogs.  ...  Technical Debt is a metaphor used to describe the situation in which long-term code quality is traded for short-term goals in software projects.  ...  ACKNOWLEDGEMENT We would like to thank Rungroj Maipradit for providing technical assistance in training auto-sklearn classifier.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.09775v1">arXiv:2102.09775v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uvm4gfbkz5bjbkidpyn2ezuk44">fatcat:uvm4gfbkz5bjbkidpyn2ezuk44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210223014330/https://arxiv.org/pdf/2102.09775v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/71/f4/71f4bc9ce6d821740864320947bb844b6cf7e37d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2102.09775v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Wait For It: Identifying "On-Hold" Self-Admitted Technical Debt [article]

Rungroj Maipradit, Christoph Treude, Hideaki Hata, Kenichi Matsumoto
<span title="2019-10-21">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Based on a qualitative study of 335 comments indicating self-admitted technical debt, we first identify one particular class of debt amenable to automated management: "on-hold" self-admitted technical  ...  technical debt more effectively.  ...  We also run an experiment for cross-project classification on projects for which the ratio of "on-hold" self-admitted technical debt comments among all self-admitted technical debt comments is more than  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1901.09511v3">arXiv:1901.09511v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bok7ins2ircrbojxes6jt6qnly">fatcat:bok7ins2ircrbojxes6jt6qnly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200912180957/https://arxiv.org/pdf/1901.09511v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/e9/3ee90497241c44e8a1536a75261dc0778e7f4691.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1901.09511v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Technical Debt Aware Estimations in Software Engineering: A Systematic Mapping Study

Paweł Klimczyk, Lech Madeyski
<span title="">2020</span> <i title="Politechnika Wroclawska Oficyna Wydawnicza"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eizl7shjljgr7k4dm6u3eoi4ia" style="color: black;">e-Informatica Software Engineering Journal</a> </i> &nbsp;
Solutions were categorized in: more sophisticated decision-making tools for business managers, better tools for estimation support and technical debt management tools on an architectural-level, portfolio  ...  approach to technical debt, code audit and technical debt reduction routine conducted every sprint.  ...  [17] searched for elements required in the technical debt management. They came up with a list of 12 items that will support decision making in managing technical debt.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37190/e-inf200102">doi:10.37190/e-inf200102</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ykjpestx2fcvtoexrxjnitysd4">fatcat:ykjpestx2fcvtoexrxjnitysd4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200214104848/https://www.e-informatyka.pl/attach/e-Informatica_-_Volume_14/eInformatica2020Art02.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ed/ab/edaba94625e0ecf9ccd0d117c043eb9f2191a2ee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.37190/e-inf200102"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Preventing technical debt with the TAP framework for Technical Debt Aware Management [article]

Marion Wiese, Paula Rachow, Matthias Riebisch, Julian Schwarze
<span title="2022-04-20">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Technical Debt (TD) is a metaphor for technical problems that are not visible to users and customers but hinder developers in their work, making future changes more difficult.  ...  The presented framework includes a feasible method for TD prevention despite tight timelines by making TD repayment part of project management.  ...  Acknowledgment We would like to thank the observed and comparison unit of Gruner+Jahr GmbH -Information Technology Department for contributing to the framework, completing the questionnaires, and supporting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.09623v1">arXiv:2204.09623v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q3nsqgn7vnc3pldx2myehc34cm">fatcat:q3nsqgn7vnc3pldx2myehc34cm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220426174613/https://arxiv.org/pdf/2204.09623v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/59/2a/592adc760447eb096f8a29424b0c01a333c2da05.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.09623v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Technical debt reduction using search based automated refactoring

Michael Mohan, Des Greer, Paul McMullan
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kqzhqyka2ffqdlbon77fd6trwm" style="color: black;">Journal of Systems and Software</a> </i> &nbsp;
The results show that the technical debt function is useful for assessing improvement in quality.  ...  Software refactoring has been recognised as a valuable process during software development and is often aimed at repaying technical debt.  ...  The research for this paper contributes to a PhD project funded by the UK EPSRC.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2016.05.019">doi:10.1016/j.jss.2016.05.019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c2zqzsm2mrb7jix5s33aixrfte">fatcat:c2zqzsm2mrb7jix5s33aixrfte</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722200945/https://pure.qub.ac.uk/portal/files/120028712/Technical_Debt_Reduction_Using_Search_Based_Automated_Refactoring_1_.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/54/d9548dc0bccbcaeb17fd14796f2e51aa49ddcc4a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jss.2016.05.019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Detecting Discussions of Technical Debt [article]

Ipek Ozkaya, Zachary Kurtz, Robert L. Nord, Raghvinder S. Sangwan, Satish M. Srinivasan
<span title="2022-01-28">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Technical debt (TD) refers to suboptimal choices during software development that achieve short-term goals at the expense of long-term quality.  ...  If we can effectively classify TD-related issues, we can focus on what practices could be most useful for their timely resolution.  ...  We thank April Galyardt and Tamara Marshall-Keim for their valuable feedback and expert input.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2201.12177v1">arXiv:2201.12177v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uvhinsinhrdc5ggp6n3lnhfana">fatcat:uvhinsinhrdc5ggp6n3lnhfana</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220131020025/https://arxiv.org/ftp/arxiv/papers/2201/2201.12177.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/83/5383b2b6c4f8ef0c6d76a57590049210099cf8e1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2201.12177v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Identifying Self-Admitted Technical Debt in Issue Tracking Systems using Machine Learning [article]

Yikun Li, Mohamed Soliman, Paris Avgeriou
<span title="2022-02-04">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
A special type of technical debt is explicitly admitted by software engineers (e.g. using a TODO comment); this is called Self-Admitted Technical Debt or SATD.  ...  Technical debt is a metaphor indicating sub-optimal solutions implemented for short-term benefits by sacrificing the long-term maintainability and evolvability of software.  ...  For each fold, we train the model on the dataset whose size increases from 100 to 20,862 at an interval of 100. Thus, we perform 20862 100 + 1 ≈ 209 experiments for each fold.  ... 
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The financial aspect of managing technical debt: A systematic literature review

Areti Ampatzoglou, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Paris Avgeriou
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/43ycbq2sebfnzi23a5qkxwni2y" style="color: black;">Information and Software Technology</a> </i> &nbsp;
To achieve this we introduce: (a) a glossary of terms and (b) a classification scheme for financial approaches used for managing technical debt.  ...  Results: The most common financial terms that are used in technical debt research are principal and interest, whereas the financial approaches that have been more frequently applied for managing technical  ...  Classification scheme for financial approaches used for managing technical debt In this section we present a classification scheme for techniques on managing technical debt (see Fig. 4 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2015.04.001">doi:10.1016/j.infsof.2015.04.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s2hczipy6jhl5edkgoq4gnyrte">fatcat:s2hczipy6jhl5edkgoq4gnyrte</a> </span>
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DOCTORAL PROPOSAL: A FRAMEWORK BASED ON SOFTWARE PROJECT CONTEXT FOR SUPPORTING THE FORECASTING AND MANAGEMENT OF TECHNICAL DEBTS

Helvio Jeronimo Junior
<span title="2020-03-13">2020</span> <i title="figshare"> Figshare </i> &nbsp;
This material present a doctoral proposal ongoing about Technical Debt Management.  ...  S20 A framework for assessing technical debt by exposing debt symptoms at the design level.  ...  S47 A text mining technique for mining self-admitted technical debt tasks using source code comments. S48 An approach to control and repay build debt.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.11982249">doi:10.6084/m9.figshare.11982249</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vihsedtjmjfebjzn5iilw7cr2u">fatcat:vihsedtjmjfebjzn5iilw7cr2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200315215942/https://s3-eu-west-1.amazonaws.com/pfigshare-u-files/21999945/Helvio_Qualify_Final_Version.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/37/a737c4b3baefa75515f5e358640fef4b5a9b5520.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.11982249"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> figshare.com </button> </a>
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