000147715 001__ 147715 000147715 005__ 20241220131257.0 000147715 0247_ $$2doi$$a10.1007/s12599-024-00886-3 000147715 0248_ $$2sideral$$a139785 000147715 037__ $$aART-2024-139785 000147715 041__ $$aeng 000147715 100__ $$aNavarrete, Francisco 000147715 245__ $$aOntology-driven automated reasoning about property crimes 000147715 260__ $$c2024 000147715 5060_ $$aAccess copy available to the general public$$fUnrestricted 000147715 5203_ $$aThe classification of police reports according to the typification of the criminal act described in them is not an easy task. The reports are written in natural language and often present missing, imprecise, or even inconsistent information, or lack sufficient details to make a clear decision. Focusing on property crimes, the aim of this work is to assist judges in this classification process by automatically extracting information from police reports and producing a list of possible classifications of crimes accompanied by a degree of confidence in each of them. The work follows the design science research methodology, developing a tool as an artifact. The proposal uses information extraction techniques to obtain the data from the reports, guided by an ontology developed for the Spanish legal system on property crimes. Probabilistic inference mechanisms are used to select the set of articles of the law that could apply to a given case, even when the evidence does not allow an unambiguous identification. The proposal has been empirically validated in a real environment with judges and prosecutors. The results show that the proposal is feasible and usable, and could be effective in assisting judges to classify property crime reports. 000147715 536__ $$9info:eu-repo/grantAgreement/ES/AEI/PID2020-113903RB-I00$$9info:eu-repo/grantAgreement/ES/DGA/T42-23R$$9info:eu-repo/grantAgreement/ES/MICINN/PID2021-125527NB$$9info:eu-repo/grantAgreement/EUR/MICINN/TED2021-130523B-I00 000147715 540__ $$9info:eu-repo/semantics/openAccess$$aby$$uhttp://creativecommons.org/licenses/by/3.0/es/ 000147715 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion 000147715 700__ $$aGarrido, Ángel L. 000147715 700__ $$0(orcid)0000-0003-4239-8785$$aBobed, Carlos$$uUniversidad de Zaragoza 000147715 700__ $$aAtencia, Manuel 000147715 700__ $$aVallecillo, Antonio 000147715 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf. 000147715 773__ $$pBus. inf. syst. eng.$$tBusiness & Information Systems Engineering$$x2363-7005 000147715 8564_ $$s2935463$$uhttps://zaguan.unizar.es/record/147715/files/texto_completo.pdf$$yVersión publicada 000147715 8564_ $$s2042437$$uhttps://zaguan.unizar.es/record/147715/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada 000147715 909CO $$ooai:zaguan.unizar.es:147715$$particulos$$pdriver 000147715 951__ $$a2024-12-20-12:02:24 000147715 980__ $$aARTICLE