{"id":16629,"date":"2024-09-20T12:38:25","date_gmt":"2024-09-20T10:38:25","guid":{"rendered":"https:\/\/is.ijs.si\/?p=16629"},"modified":"2025-03-26T13:24:29","modified_gmt":"2025-03-26T12:24:29","slug":"ontology-matching-through-ontogpt-for-o3po-dabgeo-and-oeo-ontologies","status":"publish","type":"post","link":"https:\/\/is.ijs.si\/?p=16629","title":{"rendered":"Ontology matching through OntoGPT for O3PO, DABGEO, and OEO ontologies"},"content":{"rendered":"\n<p>Jernej Stegnar, Jo\u017ee M. Ro\u017eanec, Gregor Leban and Dunja Mladeni\u0107<\/p>\n<p><strong>ABSTRACT<\/strong><br \/>When building a causal graph from textual sources, such as media<br \/>reports, a key task is to provide an accurate semantic understand-<br \/>ing of the graph nodes and to link them to existing ontologies<br \/>with at least two purposes: (i) expand the knowledge with already<br \/>created ontologies and (ii) guarantee accurate and different levels<br \/>of abstraction of the extracted concepts. This article describes<br \/>how we used OntoGPT, a tool for matching raw text to ontology<br \/>concepts initially designed for the medical domain, to match con-<br \/>cepts from media events to relevant ontologies. In particular, we<br \/>developed a set of scripts to generate custom YAML templates<br \/>and Python code to facilitate the extraction of relevant concepts<br \/>from ontologies and link them to causality graphs. The article<br \/>discusses the operation of OntoGPT and the template generation<br \/>process and addresses the tool\u2019s limitations encountered during<br \/>the abovementioned process. Given the interest in developing<br \/>a foresight tool that addresses strategic foresight needs in the<br \/>green energy domain, three ontologies related to energy and the<br \/>oil industry were considered.<\/p>\n<p>\u00a0<\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_25-2-1.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of IS2024_-_SIKDD_2024_paper_25-2-1.\"><\/object><a id=\"wp-block-file--media-26861e30-6eb9-4068-9062-408d48ef9196\" href=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_25-2-1.pdf\">IS2024_-_SIKDD_2024_paper_25-2-1<\/a><a href=\"https:\/\/is.ijs.si\/wp-content\/uploads\/2024\/10\/IS2024_-_SIKDD_2024_paper_25-2-1.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-26861e30-6eb9-4068-9062-408d48ef9196\">Download<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":29,"featured_media":24966,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109,102],"tags":[],"class_list":["post-16629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doi-sikdd-2024","category-papers"],"_links":{"self":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16629"}],"version-history":[{"count":3,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16629\/revisions"}],"predecessor-version":[{"id":25017,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/posts\/16629\/revisions\/25017"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=\/wp\/v2\/media\/24966"}],"wp:attachment":[{"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/is.ijs.si\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}