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researcher could follow your outlined steps, complete the same work, and obtain the same results. Publishing reproducible research enables others to understand, learn from, and build upon your work more efficiently.</p><p>Key areas for improving the reproducibility of your article include: providing a detailed description of your research methodology; sharing your data in an online data repository; and uploading your code to an online code repository.</p><nav id="page_anchors"><a href="#openresearch">IEEE Open Research Statement</a><a href="#sharingdata">Sharing Data</a><a href="#uploadingcode">Uploading Code</a><a href="#learnmore">Learn More About Reproducibility</a></nav> <p><a id="openresearch"></a></p><h3>IEEE Open Research Statement</h3><p> Consistent with its broad mission to advance technology for the benefit of humanity, IEEE is committed to the principles of open science. IEEE strongly supports the sharing of research processes, methods, data, code, and findings as openly as possible to promote collaboration, accelerate innovation, and advance scientific knowledge. IEEE likewise supports the transparent disclosure of peer review activities to ensure the quality, validity, and reliability of its scientific publications.</p><p> All IEEE authors are encouraged to share their data, code, and other research outputs to facilitate verification and reproducibility of experiments and their conclusions.</p><p> IEEE is committed to continuously improving the research infrastructure in its fields of interest to enable, facilitate, and foster adoption of these open science principles.</p><p> </p><p><a id="uploadingcode" href="#maincontent">Back to Top</a></p> <p><a id="sharingdata"></a></p><h3>Sharing Data</h3><p>Improve the discoverability of your data by hosting it in an easily accessible repository such as <a href="https://ieee-dataport.org/" target="_blank" rel="noopener">IEEE DataPort</a>™, an online data repository of datasets and data analysis tools. IEEE DataPort accepts all types of datasets up to 2TB and provides a Digital Object Identifier (DOI) for easy citation. Standard (i.e., non-Open Access) datasets can be uploaded for free at IEEE DataPort. Articles in the <a href="http://ieeexplore.ieee.org/Xplore/guesthome.jsp" target="_blank" rel="noopener">IEEE <em>Xplore</em>® Digital Library</a> with linked data in IEEE DataPort will have a Code & Datasets tab where readers can link to the dataset from the article.</p><p>IEEE also recommends <a href="https://figshare.com/" target="_blank" rel="noopener">figshare</a>, <a href="https://zenodo.org/signup" target="_blank" rel="noopener">Zenodo</a>, and <a href="http://datadryad.org/" target="_blank" rel="noopener">Dryad</a> as alternative data repositories.</p><p> </p><p><a id="uploadingcode" href="#maincontent">Back to Top</a></p><h3>Uploading Code</h3><p>Help other researchers view and run your code with Code Ocean, a cloud-based computational reproducibility platform that allows code to be stored, shared, and run in the cloud. Anyone can run code posted to Code Ocean, modify it, and test the modifications, without changing the original code.</p><p>When uploading to Code Ocean, you will be asked to create a “compute capsule”. The compute capsule creates a home for the code to live in and is the key to having your code work for everyone who runs it from Code Ocean.</p><p>Authors who have published with IEEE in the past five years can upload their code to Code Ocean and link it to the article published in IEEE <em>Xplore</em>. Articles with linked code have a Code & Datasets tab where readers can run the code without installing or downloading anything.</p><p>Follow these steps to upload your code and link it to your IEEE <em>Xplore</em> article.</p><ul><li>Log in or create an account on <a href="https://codeocean.com/signup/ieee" target="_blank" rel="noopener">Code Ocean</a>. Once you log in, you should arrive at your dashboard.</li><li>Click the blue New Capsule button and select whether you want a blank capsule or to import from an existing Git repository. If you choose a blank capsule, you will be taken to a private workspace where you can select the appropriate environment and upload your code.</li><li>Click the Metadata tab in the left navigation panel. If your article is already published in IEEE <em>Xplore</em>, select Published in the Associated Publication section and enter your article’s DOI to automatically populate the other article metadata. If your article is not yet published, select Yet To Be Published and enter the information for the publication to which you are submitting your article.</li><li>You should see a message that the changes to your metadata are saved automatically.</li><li>When you are done uploading your code, click the Submit For Publication button in the right panel to send your compute capsule to Code Ocean for verification. Once the Code Ocean team confirms that everything is working properly, they will have it uploaded to IEEE <em>Xplore</em>.</li></ul><p><a id="learnmore" href="#maincontent">Back to Top</a></p><h3>Learn More About Reproducibility</h3><p>In November 2016, IEEE held its first workshop on the future of research curation and research reproducibility. This meeting brought together stakeholders including researchers, funders, and leading science, technology, engineering, and mathematics (STEM) publishers. Since then, IEEE has been committed to providing resources for authors to be aware of and follow best practices of reproducible research.</p><p>Two short video tutorials provide more in-depth information about research reproducibility.</p><ul><li><a href="https://journals.ieeeauthorcenter.ieee.org/become-an-ieee-journal-author/video-tutorials/#enabling" target="_blank" rel="noopener">Enabling the Reproducibility of Your Research</a> (runtime: 00:06:59)</li><li><a href="https://journals.ieeeauthorcenter.ieee.org/become-an-ieee-journal-author/video-tutorials/#citingdata" target="_blank" rel="noopener">Citing Data and Code</a> (runtime: 00:07:52)</li></ul> </main> <div id="newsletter"> <a class="newsletter_button" href="https://engage.ieee.org/Author-Center-Authors-Newsletter-Opt-in.html">Subscribe to our newsletter</a> </div> <div id="AC_nav_bottom"> <nav class="subsite_menu" aria-label="Navigation by author type" role="navigation"> <div class="menu-subsite-menu-live-container"><ul id="menu-subsite-menu-live-1" class="menu"><li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4899"><a href="http://ieeeauthorcenter.ieee.org">Home</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4891"><a href="https://newauthors.ieeeauthorcenter.ieee.org/">New Authors</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4892"><a href="http://journals.ieeeauthorcenter.ieee.org">Journal Authors</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4893"><a href="http://conferences.ieeeauthorcenter.ieee.org">Conference Authors</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-home menu-item-4894"><a href="https://books.ieeeauthorcenter.ieee.org">Book Authors</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-4895"><a href="http://magazines.ieeeauthorcenter.ieee.org">Magazine Authors</a></li> </ul></div> </nav> </div> </div> <footer> <div class="ieeefooter" role="contentinfo"> <nav aria-label="IEEE footer navigation" role="navigation"> <ul> <li><a href="https://ieeeauthorcenter.ieee.org">IEEE Author Center Home</a></li> <li><a href="https://www.ieee.org/accessibility_statement.html">Accessibility</a></li> <li><a href="https://www.ieee.org/nondiscrimination">Nondiscrimination Policy</a></li> <li><a href="http://ieee-ethics-reporting.org/">IEEE Ethics Reporting</a></li> <li><a href="https://www.ieee.org/about/help/site_terms_conditions.html">Terms & Disclosures</a></li> <li><a href="https://www.ieee.org/about/help/security_privacy.html">IEEE Privacy Policy</a></li> <li><a href="https://ieeeauthorcenter.ieee.org/contact-us/">Contact IEEE Author Center</a></li> </ul> </nav> <p>© 2024 IEEE - All rights reserved. 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