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Views on Internal and External Validity in Empirical Software Engineering

Janet Siegmund, Norbert Siegmund, Sven Apel
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wvv27s77dvd5flktsj246kcxwu" style="color: black;">2015 IEEE/ACM 37th IEEE International Conference on Software Engineering</a> </i> &nbsp;
review about the status of empirical research in software engineering.  ...  We asked the community how empirical research should take place in software engineering, with a focus on the tradeoff between internal and external validity and replication, complemented with a literature  ...  This work has been supported by the DFG grants AP 206/4, AP 206/5, and AP 206/6.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2015.24">doi:10.1109/icse.2015.24</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icse/SiegmundSA15.html">dblp:conf/icse/SiegmundSA15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/swd6ruuhyrfljfnuzc6jkcjoka">fatcat:swd6ruuhyrfljfnuzc6jkcjoka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170107120317/http://www.infosun.fim.uni-passau.de/cl/publications/docs/SiSiAp15.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/9f/53/9f538882d0f3a24ff9c07783a47d65a026c59791.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icse.2015.24"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A note on rigour and replicability

Panos Louridas, Georgios Gousios
<span title="2012-09-07">2012</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jpdbg2rpfjembkahly4z4ea5hq" style="color: black;">Software engineering notes</a> </i> &nbsp;
Here we report our experience from our encounter with a recent paper in a flagship Software Engineering conference.  ...  Replication is regrettably not a priority for Software Engineering researchers and, moreover, not afforded by many published studies.  ...  In the context of software engineering, it has been known for a while that the quality of empirical studies is not up to the desired level [14, 20] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2347696.2347706">doi:10.1145/2347696.2347706</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/32o4hv6u5bayncmzhicdhgtlye">fatcat:32o4hv6u5bayncmzhicdhgtlye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810125326/http://www.gousios.gr/pub/note-rigour-replicability.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/0e/24/0e24d6aa3109ee251b346524cb9c47cdd2030453.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2347696.2347706"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Using configuration management and product line software paradigms to support the experimentation process in software engineering

Edison Gonzalo Espinosa Gallardo
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yeon3gktwneotgga2l7h6sa3z4" style="color: black;">2012 Sixth International Conference on Research Challenges in Information Science (RCIS)</a> </i> &nbsp;
Replication has not been an easy thing to do in software engineering (SE) because the experimental paradigm applied to software development is still immature.  ...  The platform should be accessible to several research groups working together on the same families of experiments. I.  ...  The approach that we propose to help to solve the replication problem is to analyse and understand the potential of non-exact (differentiated) replications in accordance with a concept of replication that  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/rcis.2012.6240454">doi:10.1109/rcis.2012.6240454</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/rcis/Gallardo12.html">dblp:conf/rcis/Gallardo12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qlwfr3a7mzfwthto2sgtb7isdy">fatcat:qlwfr3a7mzfwthto2sgtb7isdy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809143629/http://oa.upm.es/20317/1/INVE_MEM_2012_133242.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/80/b9/80b9b34a05a357a381351dc85ffac592ab2df6c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/rcis.2012.6240454"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Replications of software engineering experiments

Jeffrey C. Carver, Natalia Juristo, Maria Teresa Baldassarre, Sira Vegas
<span title="2013-12-05">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73dwwe6bxbfctibeikedgeom3m" style="color: black;">Empirical Software Engineering</a> </i> &nbsp;
First, none of the replications would be considered exact replications, that is, all of them made some changes to the baseline experiment.  ...  The goal of these guidelines is to provide replication authors with guidance regarding which information is important to include in the reporting of replication results so that the empirical software engineering  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9290-8">doi:10.1007/s10664-013-9290-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/57bnkcapyjhmtjijvblzb3elci">fatcat:57bnkcapyjhmtjijvblzb3elci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720040431/http://oa.upm.es/35993/1/INVE_MEM_2015_35993.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/ae/19/ae19e603d5cc98b0347663752e98a704608c1d86.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9290-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An open-source simulator for cognitive robotics research

V. Tikhanoff, A. Cangelosi, P. Fitzpatrick, G. Metta, L. Natale, F. Nori
<span title="">2008</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/c7usbxctm5evfewhnopoo4bziy" style="color: black;">Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems - PerMIS &#39;08</a> </i> &nbsp;
YARP protocol As the aim was to create an exact replication of the physical iCub robot, the same software infrastructure and interprocess communication will have to be used as those used to control the  ...  It has been constructed collecting data directly form the robot design specifications in order to achieve an exact replication (e.g. height, mass, Degrees of Freedom) of the first iCub prototype developed  ...  Acknowledgements: This work was supported by the European Commission FP6 Project RobotCub (IST-004370) and FP7 Project ITALK (ICT-214668) within the Cognitive Systems and Robotics unit.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1774674.1774684">doi:10.1145/1774674.1774684</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/permis/TikhanoffCFMNN08.html">dblp:conf/permis/TikhanoffCFMNN08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3xodhjakl5h7pczwyz56c3iamm">fatcat:3xodhjakl5h7pczwyz56c3iamm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160406193433/http://robotcub.org/misc/papers/08_tikhanoff_an_open.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/c9/41/c94104838bc3f191cf6fb353c9372addc9a66c16.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1774674.1774684"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Variation factors in the design and analysis of replicated controlled experiments

Per Runeson, Andreas Stefik, Anneliese Andrews
<span title="2013-08-18">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73dwwe6bxbfctibeikedgeom3m" style="color: black;">Empirical Software Engineering</a> </i> &nbsp;
The first author conducted parts of the work during a sabbatical at North Carolina State University, USA.  ...  Acknowledgement We thank Sam Grönblom and Ivan Porres,Åbo Akademi university, Finland, for providing data from experiment 3.  ...  However, the three experiments analyzed together give us much more relevant knowledge. In particular, we learn from the experiments about replication of software engineering experiments, in general.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9262-z">doi:10.1007/s10664-013-9262-z</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ehl6hnzw55fsfmp6p5bnjldilu">fatcat:ehl6hnzw55fsfmp6p5bnjldilu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318111901/https://lucris.lub.lu.se/ws/files/2103397/3971752.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/e4/60/e46083d854301f0150eb496a3c6d3d8714e1d1b6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-013-9262-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Genetic programming for feature model synthesis: a replication study

Andreea Vescan, Adrian Pintea, Lukas Linsbauer, Alexander Egyed
<span title="">2021</span> <i title="Springer-Verlag"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73dwwe6bxbfctibeikedgeom3m" style="color: black;">Empirical Software Engineering</a> </i> &nbsp;
The design of our replication experiments employs three perspectives: duplicate the exact conditions using various features models, study the interaction of two parameters of the genetic programming approach  ...  In this paper, we replicate the results of such an existing approach with a larger set of feature models and investigate the effects of various genetic programming parameters and operators on the results  ...  The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-021-09947-7">doi:10.1007/s10664-021-09947-7</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/journals/ese/VescanPLE21.html">dblp:journals/ese/VescanPLE21</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5g2uwtlfjndqlhsd7m767wv3om">fatcat:5g2uwtlfjndqlhsd7m767wv3om</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717211221/https://link.springer.com/content/pdf/10.1007/s10664-021-09947-7.pdf?error=cookies_not_supported&amp;code=84a6098f-27dd-429e-a386-970f672c7edc" 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/dc/6f/dc6f5d615136bc8798aa7210c741428d5b46a989.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10664-021-09947-7"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Customisable Model Transformations Based on Non-Functional Requirements

Ashley Sterritt, Vinny Cahill
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xxehgqixcnevja5kfad6uir6wi" style="color: black;">2008 IEEE Congress on Services - Part I</a> </i> &nbsp;
The Model-to-Model (M2M) transformation stage in a Model-Driven Engineering (MDE) tool chain is used to bridge the large semantic gap between problem-domain abstractions and software artefacts.  ...  The contribution of this paper is a customizable M2M transformation process that takes as an input the users priorities, in terms of non-functional properties, to select between design trade-offs in the  ...  In this case, Active and Passive Replication are siblings in the tree of data replication styles.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/services-1.2008.61">doi:10.1109/services-1.2008.61</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/services/SterrittC08.html">dblp:conf/services/SterrittC08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sss5sxwh2bhbppjphbooppwtcy">fatcat:sss5sxwh2bhbppjphbooppwtcy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705110411/https://www.scss.tcd.ie/publications/tech-reports/reports.08/TCD-CS-2008-41.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/ec/8a/ec8a15042feb5f46abac393579e26c3956bf087f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/services-1.2008.61"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Reproducibility by Other Means: Transparent Research Objects

Timothy M McPhillips, Craig Willis, Michael R. Gryk, Santiago Nunez-Corrales, Bertram Ludaescher
<span title="2019-08-30">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
computing---exact repeatability.  ...  Research Objects have the potential to significantly enhance the reproducibility of scientific research.  ...  ACKNOWLEDGMENTS The authors would like to thank Victoria Stodden, Matthew B. Jones, Kacper Kowalik, Ana Trisovic, and members of the Whole Tale team for useful discussion.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3382423">doi:10.5281/zenodo.3382423</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/igyxmzaudfekvikik26juoaema">fatcat:igyxmzaudfekvikik26juoaema</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201228184823/https://zenodo.org/record/3382423/files/reproducibility_by_other_means.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/ce/8c/ce8c703dd94bdc23b44d9c7524aa6aba3f2b3d86.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3382423"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Empirically Evaluating Regression Testing Techniques: Challenges, Solutions, and a Potential Way Forward

Gregory M. Kapfhammer
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2vets7bfvjgrfdnvqtw7wrhqk4" style="color: black;">2011 IEEE Fourth International Conference on Software Testing, Verification and Validation Workshops</a> </i> &nbsp;
procedures used in experiments.  ...  produced by the experiments.  ...  most interested in the topic of "empirical software engineering" [6] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icstw.2011.88">doi:10.1109/icstw.2011.88</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icst/Kapfhammer11.html">dblp:conf/icst/Kapfhammer11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x7heijnprve47g253zb5ejtl3u">fatcat:x7heijnprve47g253zb5ejtl3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706071423/http://www.cs.allegheny.edu/sites/gkapfham/download/research/papers/rt2011-kapfhammer.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/39/cf/39cfc47a99ecacc3a75c0083188fa7accf2e6910.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icstw.2011.88"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Lessons learned from replicating a study on information-retrieval based test case prioritization [article]

Nasir Mehmood Minhas, Mohsin Irshad, Kai Petersen, Jürgen Börstler
<span title="2022-04-13">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Objective: In this study, we aim to replicate an artefact-based study on software testing to address the gap.  ...  Results: Various general factors facilitating replications are identified, such as: (1) the importance of documentation; (2) the need of assistance from the original authors; (3) issues in the maintenance  ...  Acknowledgement This work has in parts been supported by ELLIIT; the Swedish Strategic Research Area in IT and Mobile Communications.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.06325v1">arXiv:2204.06325v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4iie7u5lv5esbhthlghwsdutte">fatcat:4iie7u5lv5esbhthlghwsdutte</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422121035/https://arxiv.org/pdf/2204.06325v1.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/59/54/595439562dd9c13dac227dbc943faceabb2c95e9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.06325v1" 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>

The role and value of replication in empirical software engineering results

Martin Shepperd, Nemitari Ajienka, Steve Counsell
<span title="">2018</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;
Context: Concerns have been raised from many quarters regarding the reliability of empirical research findings and this includes software engineering.  ...  Method: We perform a systematic review to identify relevant replication experimental studies in the areas of (i) software project effort prediction and (ii) pair programming.  ...  Acknowledgements We would like to thank both the guest editors and the reviewers for their detailed and constructive comments on two earlier versions of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2018.01.006">doi:10.1016/j.infsof.2018.01.006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7jxzq4wxgnagjkexs3rllqg7ty">fatcat:7jxzq4wxgnagjkexs3rllqg7ty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200508004608/https://bura.brunel.ac.uk/bitstream/2438/15799/1/Fulltext.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/59/66/59664cdcf57ff0daa54109c95edde0920eec37ed.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.2018.01.006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Reproducibility by Other Means: Transparent Research Objects

Timothy McPhillips, Bertram Ludaescher
<span title="2019-07-05">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
computing---exact repeatability.  ...  One important way Research Objects can do this is by encapsulating the means for re-executing the computational components of studies, thus supporting the new form of reproducibility enabled by digital  ...  We emphasize that the notion of transparency-long a critical element of reproducibillity in the pure natural sciences-has a role to play even for those computational components of research where exact  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3270560">doi:10.5281/zenodo.3270560</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgtrffoqn5cezniocqyaoc3piq">fatcat:fgtrffoqn5cezniocqyaoc3piq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200222064016/https://zenodo.org/record/3270560/files/reproducibility_by_other_means.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/22/e6/22e6fc61bb3b26c2b84959aaff757528b1132936.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3270560"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Reproducibility by Other Means: Transparent Research Objects

Timothy McPhillips, Bertram Ludaescher
<span title="2019-07-05">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
computing---exact repeatability.  ...  One important way Research Objects can do this is by encapsulating the means for re-executing the computational components of studies, thus supporting the new form of reproducibility enabled by digital  ...  We emphasize that the notion of transparency-long a critical element of reproducibillity in the pure natural sciences-has a role to play even for those computational components of research where exact  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3270620">doi:10.5281/zenodo.3270620</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g72jr3kk4zfwtogq5hm6fzdmbm">fatcat:g72jr3kk4zfwtogq5hm6fzdmbm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201222175626/https://zenodo.org/record/3270620/files/reproducibility_by_other_means.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/a5/a4/a5a4cf9bc592a683a4215121a54b91ef29d335ec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3270620"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

How have we evaluated software pattern application? A systematic mapping study of research design practices

Maria Riaz, Travis Breaux, Laurie Williams
<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;
Results: Use of software patterns in maintenance is the most commonly investigated theme, explored in 16 studies.  ...  We characterize the research design in terms of the questions researchers have explored and the context of empirical research efforts.  ...  Acknowledgments We thank the NCSU Realsearch Group and the CMU Requirements Engineering Lab for their valuable feedback on this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2015.04.002">doi:10.1016/j.infsof.2015.04.002</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/evpus33tprexrpcyhrzzvi3cxi">fatcat:evpus33tprexrpcyhrzzvi3cxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170610062924/http://www4.ncsu.edu:80/~mriaz/docs/IST2015.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/07/89/0789ed2879c269dba16d07aac74e79f73e0d8bc6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.infsof.2015.04.002"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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