{"id":7052,"date":"2026-03-27T13:01:07","date_gmt":"2026-03-27T12:01:07","guid":{"rendered":"https:\/\/dbis.rwth-aachen.de\/dbis\/?p=7052"},"modified":"2026-03-27T13:04:43","modified_gmt":"2026-03-27T12:04:43","slug":"ontology-grounded-extraction-of-research-softwarementions-from-scientific-publications","status":"publish","type":"post","link":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/2026\/ontology-grounded-extraction-of-research-softwarementions-from-scientific-publications\/","title":{"rendered":"Ontology-Grounded Extraction of Research SoftwareMentions from Scientific Publications"},"content":{"rendered":"\n<p>Research software is among the least discoverable scholarly outputs. While standards like CodeMeta and CFF enable structured software metadata at the repository level, they require active curation by maintainers and see inconsistent adoption. On the publication side, only select publishers such as Schloss Dagstuhl&#8217;s DROPS platform provide citable software artifacts, again contingent on explicit author action. As a result, most research software is mentioned only in unstructured publication text, invisible to metadata-driven search and agentic systems, and non-compliant with FAIR principles. This problem is compounded in applied domains like visualization research, where publications frequently describe custom tools and prototypes that are never publicly released, a case not covered by current metadata schemas. Automating ontology-grounded extraction of software mentions from publications would close this gap and enrich the metadata foundation for downstream services such as the research copilots developed within NFDI4DS.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research software is among the least discoverable scholarly outputs. While standards like CodeMeta and CFF enable structured software metadata at the repository level, they require active curation by maintainers and see inconsistent adoption. On the publication side, only select publishers such as Schloss Dagstuhl&#8217;s DROPS platform provide citable software artifacts, again contingent on explicit author [&hellip;]<\/p>\n","protected":false},"author":147,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[77,46,88,43],"class_list":["post-7052","post","type-post","status-publish","format-standard","hentry","category-thesis","tag-data","tag-llm","tag-ontology","tag-thesis"],"acf":[],"_links":{"self":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/7052","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\/147"}],"replies":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/comments?post=7052"}],"version-history":[{"count":6,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/7052\/revisions"}],"predecessor-version":[{"id":7060,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/7052\/revisions\/7060"}],"wp:attachment":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/media?parent=7052"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/categories?post=7052"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/tags?post=7052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}