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Stefan Driessen
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url('https://Stefan-Driessen.github.io/media/Jads_hu81247ef849be5edf20d82ae532d10715_747974_1920x1920_fit_q75_h2_lanczos.webp');filter: brightness(0.4);"> </div> <div class="container"> <div class="row"> <div class="col-12 col-lg-4"> <div id="profile"> <img class="avatar avatar-circle" width="270" height="270" src="/authors/admin/avatar_hu0f08b384ae9a0e8f1cd2640faa7f25f6_439570_270x270_fill_lanczos_center_3.png" alt="Stefan Driessen"> <div class="portrait-title"> <h2>Stefan Driessen</h2> <h3>Ph.D. Candidate at JADS</h3> <h3> <a href="https:///www.jads.nl" target="_blank" rel="noopener"> <span>Jheronimus Academy of Data Science</span> </a> </h3> </div> <ul class="network-icon" aria-hidden="true"> <li> <a href="/#contact" aria-label="envelope"> <i class="fas fa-envelope big-icon"></i> </a> </li> <li> <a href="https://scholar.google.nl/citations?user=7YZiTjMAAAAJ&hl=nl&oi=sra" target="_blank" rel="noopener" aria-label="google-scholar"> <i class="ai ai-google-scholar big-icon"></i> </a> </li> <li> <a href="https://orcid.org/0000-0002-0523-1436" target="_blank" rel="noopener" aria-label="orcid"> <i class="ai ai-orcid big-icon"></i> </a> </li> <li> <a href="https://github.com/Stefan-Driessen/" target="_blank" rel="noopener" aria-label="github"> <i class="fab fa-github big-icon"></i> </a> </li> <li> <a href="https://www.linkedin.com/in/stefan-driessen93/" target="_blank" rel="noopener" aria-label="linkedin"> <i class="fab fa-linkedin big-icon"></i> </a> </li> </ul> </div> </div> <div class="col-12 col-lg-8"> <h1>Biography</h1> <div class="article-style"> <p>Stefan Driessen is a Ph.D. Candidate at the <a href="https://jade-lab.github.io/" target="_blank" rel="noopener">JADE Lab</a> of the <a href="https://www.jads.nl/" target="_blank" rel="noopener">Jheronimus Academy of Data Science</a>. His research interests include blockchain technology, data markets, data products and data meshes. Stefan works regularly on Data Engineering methods and techniques for sharing and exchanging data in a distributed and decentralised manner.</p> </div> <div class="row"> <div class="col-md-5"> <div class="section-subheading">Interests</div> <ul class="ul-interests mb-0"> <li>Data Markets</li> <li>Data Products</li> <li>Data Mesh</li> <li>Blockchain</li> <li>Smart Contracts</li> </ul> </div> <div class="col-md-7"> <div class="section-subheading">Education</div> <ul class="ul-edu fa-ul mb-0"> <li> <i class="fa-li fas fa-graduation-cap"></i> <div class="description"> <p class="course">MSc in Data Science & Entrepreneurship, 2019</p> <p class="institution">Jheronimus Academy of Data Science</p> </div> </li> <li> <i class="fa-li fas fa-graduation-cap"></i> <div class="description"> <p class="course">BSc in Physics & Astronomy, 2017</p> <p class="institution">Radboud University</p> </div> </li> <li> <i class="fa-li fas fa-graduation-cap"></i> <div class="description"> <p class="course">BSc in Mathematics, 2017</p> <p class="institution">Radboud University Nijmegen</p> </div> </li> </ul> </div> </div> </div> </div> </div> </section> <section id="talks" class="home-section wg-pages " > <div class="home-section-bg " > </div> <div class="container"> <div class="row "> <div class="section-heading col-12 col-lg-4 mb-3 mb-lg-0 d-flex flex-column align-items-center align-items-lg-start"> <h1 class="mb-0">Recent & Upcoming Talks</h1> </div> <div class="col-12 col-lg-8"> <div class="media stream-item view-compact"> <div class="media-body"> <div class="section-subheading article-title mb-0 mt-0"> <a href="/talk/kpn-data-champions-day-dare-to-share/" >KPN Data Champions Day: Dare to Share</a> </div> <a href="/talk/kpn-data-champions-day-dare-to-share/" class="summary-link"> <div class="article-style"> As an invited speaker at KPN’s Data Champions day I presented a deep-dive into the concept of data products. Within spitting distance of the Erasmus bridge, we had interactive discussion on the different perspectives and definitions of data products. Throughout the presentation, we came to a better understanding of how to build, maintain and evaluate data products in decentralised data architectures such as data meshes and data markets. </div> </a> <div class="stream-meta article-metadata"> <div> <span> 17 Mar, 2023 14:15 — 15:00 </span> <span class="middot-divider"></span> <span>KPN Headquarters Rotterdam</span> </div> <div> <span class="author-highlighted"> Stefan Driessen</span> </div> </div> </div> <div class="ml-3"> <a href="/talk/kpn-data-champions-day-dare-to-share/" > <img src="/talk/kpn-data-champions-day-dare-to-share/featured_hu36dc4a5091647c1d0c64033f12436fa2_518373_150x0_resize_q75_h2_lanczos.webp" height="100" width="150" alt="KPN Data Champions Day: Dare to Share" loading="lazy"> </a> </div> </div> <div class="media stream-item view-compact"> <div class="media-body"> <div class="section-subheading article-title mb-0 mt-0"> <a href="/talk/data-product-metadata-management-an-industrial-perspective/" >Data Product Metadata Management: an Industrial Perspective</a> </div> <a href="/talk/data-product-metadata-management-an-industrial-perspective/" class="summary-link"> <div class="article-style"> At the Workshop on Engineering Service-Oriented Applications and Cloud Services, I presented my insights on the transition that is happening in industry. From monolithic data architectures to decentralised, data product-based alternatives. This transition presents many challenges, in particular, our paper focuses on the changes to traditional metadata management and how we can learn from the microservice movement in software development. </div> </a> <div class="stream-meta article-metadata"> <div> <span> 29 Nov, 2022 12:00 — 12:30 </span> <span class="middot-divider"></span> <span>ICSOC 2022</span> </div> <div> <span class="author-highlighted"> Stefan Driessen</span> </div> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/talk/data-product-metadata-management-an-industrial-perspective/Data_Product_Metadata_Management__An_Industrial_Perspective.pdf" target="_blank" rel="noopener"> PDF </a> </div> </div> <div class="ml-3"> <a href="/talk/data-product-metadata-management-an-industrial-perspective/" > <img src="/talk/data-product-metadata-management-an-industrial-perspective/featured_hu238042f762883a23525e4d04e6861b51_9444_150x0_resize_q75_h2_lanczos.webp" height="55" width="150" alt="Data Product Metadata Management: an Industrial Perspective" loading="lazy"> </a> </div> </div> <div class="media stream-item view-compact"> <div class="media-body"> <div class="section-subheading article-title mb-0 mt-0"> <a href="/talk/invited-speaker-at-mercedes-benz/" >Invited Speaker at Mercedes-Benz</a> </div> <a href="/talk/invited-speaker-at-mercedes-benz/" class="summary-link"> <div class="article-style"> As an invited speaker at Mercedes-Benz’s internal architect conference ‘Hey Architect! 22’, I presented my insights on internal data markets, data meshes, data products and in particular how to design metadata management solutions within these new approaches. </div> </a> <div class="stream-meta article-metadata"> <div> <span> 22 Sep, 2022 11:15 — 11:15 </span> <span class="middot-divider"></span> <span>online</span> </div> <div> <span class="author-highlighted"> Stefan Driessen</span> </div> </div> </div> <div class="ml-3"> <a href="/talk/invited-speaker-at-mercedes-benz/" > <img src="/talk/invited-speaker-at-mercedes-benz/featured_hu99231048726561ce9b009b99db248821_249484_150x0_resize_q75_h2_lanczos_3.webp" height="84" width="150" alt="Invited Speaker at Mercedes-Benz" loading="lazy"> </a> </div> </div> <div class="media stream-item view-compact"> <div class="media-body"> <div class="section-subheading article-title mb-0 mt-0"> <a href="/talk/data-market-design/" >Data Market Design</a> </div> <a href="/talk/data-market-design/" class="summary-link"> <div class="article-style"> As invited speaker at the 16th Symposium and Summer School On Service-Oriented Computing I presented my research on decentral data exchanges and data markts in general. </div> </a> <div class="stream-meta article-metadata"> <div> <span> 08 Jul, 2022 11:15 — 12:00 </span> <span class="middot-divider"></span> <span>Aldemar Knossos Royal Conference Center</span> </div> <div> <span class="author-highlighted"> Stefan Driessen</span> </div> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/talk/data-market-design/SummerSoc%20Data%20Markets.pdf" target="_blank" rel="noopener"> Slides </a> </div> </div> <div class="ml-3"> <a href="/talk/data-market-design/" > <img src="/talk/data-market-design/featured_huf47a55c577ce5e07d036802d600886c1_8733_150x0_resize_q75_h2_lanczos.webp" height="34" width="150" alt="Data Market Design" loading="lazy"> </a> </div> </div> <div class="media stream-item view-compact"> <div class="media-body"> <div class="section-subheading article-title mb-0 mt-0"> <a href="/talk/data-bites-lunch-lecture/" >Data Bites Lunch Lecture</a> </div> <a href="/talk/data-bites-lunch-lecture/" class="summary-link"> <div class="article-style"> As an invited speaker at the Data Bites Lunch lectures series, we will present our paper on Data Market Design. </div> </a> <div class="stream-meta article-metadata"> <div> <span> 24 May, 2022 12:00 — 13:00 </span> <span class="middot-divider"></span> <span>JADS</span> </div> <div> <span class="author-highlighted"> Stefan Driessen</span>, <span > Geert Monsieur</span>, <span > Willem-Jan van den Heuvel</span> </div> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/data-market-design/Data%20Market%20Design.pdf" target="_blank" rel="noopener"> PDF </a> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/talk/Data%20Bites%20JADS/DataMarketsLitReviewBites.pdf" target="_blank" rel="noopener"> Slides </a> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/data-market-design" > <i class="fas fa-file-lines mr-1"></i>Paper</a> </div> </div> <div class="ml-3"> <a href="/talk/data-bites-lunch-lecture/" > <img src="/talk/data-bites-lunch-lecture/featured_huecf478558961d234d852c6afdfeaffd3_285549_150x0_resize_q75_h2_lanczos.webp" height="78" width="150" alt="Data Bites Lunch Lecture" loading="lazy"> </a> </div> </div> <div class="see-all"> <a href="/event/"> See all events <i class="fas fa-angle-right"></i> </a> </div> </div> </div> </div> </section> <section id="projects" class="home-section wg-portfolio " > <div class="home-section-bg bg-image parallax" style="background-color: #0e390e;background-image: url('https://Stefan-Driessen.github.io/media/jads-skynet_hu5a700694bec3cc257b3480f6805c4e67_2352024_1920x1920_fit_q75_h2_lanczos.webp');filter: brightness(0.4);"> </div> <div class="container"> <div class="row justify-content-center"> <div class="section-heading col-12 mb-3 text-center"> <h1 class="mb-0">Projects</h1> </div> <div class="col-12 "> <div class=" row js-layout-row "> <div class="col-12 isotope-item "> <div class="col-lg-12 mb-5 view-showcase"> <div class="row align-items-center"> <div class="col-12 col-md-6"> <div class="section-subheading article-title mb-0 mt-0"><a href="/project/data-mesh-investigation-with-kpn/" >Discoverable Data Products at KPN</a></div> <div class="article-style"> In a six month collaboration with major Dutch telecom provider KPN we will address the challenges of creating and maintaining discoverable, interoperable data products. Our goal is to create a tool-suite for easy metadata management in the KPN data catalogue. </div> <div class="btn-links"> </div> </div> <div class="col-12 col-md-6 order-first "> <a href="/project/data-mesh-investigation-with-kpn/" > <img src="/project/data-mesh-investigation-with-kpn/featured_hu1324be5ae198317abb4af3860fbeee56_10325_540x0_resize_q75_h2_lanczos_3.webp" height="258" width="540" alt="Discoverable Data Products at KPN" loading="lazy"> </a> </div> </div> </div> </div> <div class="col-12 isotope-item "> <div class="col-lg-12 mb-5 view-showcase"> <div class="row align-items-center"> <div class="col-12 col-md-6"> <div class="section-subheading article-title mb-0 mt-0"><a href="/project/interoperable-metadata-for-data-products/" >Collaboration on Interoperable Data Product Standards</a></div> <div class="article-style"> Over the past six months, I and some colleagues have collaborated on a project at a large German automotive manufacturer. The project’s goal has been to develop a methodology for creating metadata for data products in an internal data exchange market that addresses the challenges of interoperability, reusability, and findability as data products evolve. </div> <div class="btn-links"> </div> </div> <div class="col-12 col-md-6 order-first "> <a href="/project/interoperable-metadata-for-data-products/" > <img src="/project/interoperable-metadata-for-data-products/featured_huaf5440e459030ff4f15d36efb6d7fe65_38499_540x0_resize_q75_h2_lanczos_3.webp" height="371" width="540" alt="Collaboration on Interoperable Data Product Standards" loading="lazy"> </a> </div> </div> </div> </div> <div class="col-12 isotope-item "> <div class="col-lg-12 mb-5 view-showcase"> <div class="row align-items-center"> <div class="col-12 col-md-6"> <div class="section-subheading article-title mb-0 mt-0"><a href="https://www.astrakode.tech/" >Investigation on low-code blockchain platforms with AstraKode</a></div> <div class="article-style"> In collaboration with the AstraKode platform, we investigated different (low-code) solutions for deploying and customising permissioned blockchains. This ultimately helped the developers at AstraKode to better position their solution and outshine competitors in an emerging market. </div> <div class="btn-links"> </div> </div> <div class="col-12 col-md-6 order-first "> <a href="https://www.astrakode.tech/" > <img src="/project/investigation-on-low-code-blockchain-platforms-with-astrakode/featured_huf58d8c5c7d00ef5bdd7085251debe169_3523_540x0_resize_q75_h2_lanczos_3.webp" height="540" width="540" alt="Investigation on low-code blockchain platforms with AstraKode" loading="lazy"> </a> </div> </div> </div> </div> </div> </div> </div> </div> </section> <section id="publications" class="home-section wg-pages " > <div class="home-section-bg " > </div> <div class="container"> <div class="row "> <div class="section-heading col-12 col-lg-4 mb-3 mb-lg-0 d-flex flex-column align-items-center align-items-lg-start"> <h1 class="mb-0">Publications</h1> </div> <div class="col-12 col-lg-8"> <div class="view-list view-list-item"> <i class="far fa-file-alt pub-icon" aria-hidden="true"></i> <a href="/publication/solar-automated-test-suite-generation-for-solidity-smart-contracts/" >SolAR: Automated test-suite generation for solidity smart contracts</a> <div class="article-metadata"> <span class="author-highlighted"> Stefan Driessen</span>, <span > Dario Di Nucci</span>, <span > Damian Tamburri</span>, <span > Willem-Jan van den Hevuvel</span> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://www.sciencedirect.com/science/article/pii/S0167642323001181/pdfft?md5=d59ba32a25f37c407d0c386685e04355&pid=1-s2.0-S0167642323001181-main.pdf" target="_blank" rel="noopener"> PDF </a> <a href="#" class="btn btn-outline-primary btn-page-header btn-sm js-cite-modal" data-filename="/publication/solar-automated-test-suite-generation-for-solidity-smart-contracts/cite.bib"> Cite </a> <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://github.com/AGSolT/SolAR" target="_blank" rel="noopener"> Dataset </a> <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://www.sciencedirect.com/science/article/pii/S0167642323001181" target="_blank" rel="noopener"> Source Document </a> </div> </div> <div class="view-list view-list-item"> <i class="far fa-file-alt pub-icon" aria-hidden="true"></i> <a href="/publication/data-product-metadata-management-an-industrial-perspective/" >Data Product Metadata Management: An Industrial Perspective</a> <div class="article-metadata"> <span class="author-highlighted"> Stefan Driessen</span>, <span > Geert Monsieur</span>, <span > Willem-Jan van den Hevuvel</span> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/data-product-metadata-management-an-industrial-perspective/Data%20Product%20Metadata%20Management%20-%20An%20Industrial%20Perspective.pdf" target="_blank" rel="noopener"> PDF </a> <a href="#" class="btn btn-outline-primary btn-page-header btn-sm js-cite-modal" data-filename="/publication/data-product-metadata-management-an-industrial-perspective/cite.bib"> Cite </a> <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://link.springer.com/chapter/10.1007/978-3-031-26507-5_19" target="_blank" rel="noopener"> Source Document </a> </div> </div> <div class="view-list view-list-item"> <i class="far fa-file-alt pub-icon" aria-hidden="true"></i> <a href="/publication/data-mesh-systematic-grey-literature-study/" >Data Mesh: a Systematic Gray Literature Review</a> <div class="article-metadata"> <span > Abel Goedgebuure</span>, <span > Indika Kumara</span>, <span class="author-highlighted"> Stefan Driessen</span>, <span > Willem-Jan van den Heuvel</span>, <span > Geert Monsieur</span>, <span > Damian Tamburri</span>, <span > Dario Di Nucci</span> </div> <div class="btn-links"> <a class="btn btn-outline-primary btn-page-header btn-sm" 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