{"id":6422,"date":"2025-08-07T10:57:38","date_gmt":"2025-08-07T08:57:38","guid":{"rendered":"https:\/\/dbis.rwth-aachen.de\/dbis\/?p=6422"},"modified":"2025-08-28T14:55:08","modified_gmt":"2025-08-28T12:55:08","slug":"time-pg-transparent-and-inclusive-modernization-through-explainability-with-llm-based-participatory-governance","status":"publish","type":"post","link":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/2025\/time-pg-transparent-and-inclusive-modernization-through-explainability-with-llm-based-participatory-governance\/","title":{"rendered":"TIME-PG: Transparent and Inclusive Modernization through Explainability with LLM-based Participatory Governance"},"content":{"rendered":"\n<p>This thesis aims to explore and prototype a system for <strong>participatory governance and transparent decision-making<\/strong> in the context of <strong>modernizing legacy software systems<\/strong>. Using <strong>Large Language Models (LLMs)<\/strong>, the system will analyze and extract decisions from various project artifacts (e.g., commit messages, meeting transcripts), represent them in a structured <strong>decision domain model<\/strong>, and create an <strong>audit trail<\/strong> that supports <strong>stakeholder engagement, accountability, and traceability<\/strong> throughout the modernization process.<\/p>\n\n\n\n<p>The overall goal is to support more inclusive, explainable, and well-documented modernization strategies by making both <strong>decisions and their rationales visible and verifiable<\/strong> to all relevant stakeholders.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This thesis aims to explore and prototype a system for participatory governance and transparent decision-making in the context of modernizing legacy software systems. Using Large Language Models (LLMs), the system will analyze and extract decisions from various project artifacts (e.g., commit messages, meeting transcripts), represent them in a structured decision domain model, and create an [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-6422","post","type-post","status-publish","format-standard","hentry","category-thesis"],"acf":[],"_links":{"self":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6422","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/comments?post=6422"}],"version-history":[{"count":9,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6422\/revisions"}],"predecessor-version":[{"id":6492,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6422\/revisions\/6492"}],"wp:attachment":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/media?parent=6422"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/categories?post=6422"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/tags?post=6422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}