{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:10:29Z","timestamp":1764850229140,"version":"3.46.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686387","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,12,2]],"date-time":"2025-12-02T00:00:00Z","timestamp":1764633600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,2]]},"abstract":"<jats:p>This paper presents a system that automatically identifies criminal offences from Montenegrin court decisions. Factual attributes are extracted using LLMs and mapped to an OWL ontology with SWRL rules to infer applicable legal provisions and sanctions. Evaluation conducted on a dataset of court decisions demonstrates consistently high levels of accuracy and recall, confirming the feasibility of integrating LLM-based factual extraction with ontology-driven legal reasoning.<\/jats:p>","DOI":"10.3233\/faia251626","type":"book-chapter","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:05:52Z","timestamp":1764849952000},"source":"Crossref","is-referenced-by-count":0,"title":["Automated Identification of Criminal Offences from Case Descriptions Using Ontologies, Rules and LLMs"],"prefix":"10.3233","author":[{"given":"Jelena","family":"Matkovi\u0107","sequence":"first","affiliation":[{"name":"University of Novi Sad, Faculty of Technical Sciences, Serbia"}]},{"given":"Marko","family":"Markovi\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad, Faculty of Technical Sciences, Serbia"}]},{"given":"Stevan","family":"Gostoji\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad, Faculty of Technical Sciences, Serbia"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Legal Knowledge and Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA251626","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:05:52Z","timestamp":1764849952000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA251626"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,2]]},"ISBN":["9781643686387"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia251626","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,2]]}}}