{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T14:17:40Z","timestamp":1762957060431,"version":"3.40.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"print","value":"9781643683645"},{"type":"electronic","value":"9781643683652"}],"license":[{"start":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T00:00:00Z","timestamp":1670198400000},"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":[[2022,12,5]]},"abstract":"<jats:p>This study aims at predicting the outcomes of legal cases based on the textual content of judicial decisions. We present a new corpus of Italian documents, consisting of 226 annotated decisions on Value Added Tax by Regional Tax law commissions. We address the task of predicting whether a request is upheld or rejected in the final decision. We employ traditional classifiers and NLP methods to assess which parts of the decision are more informative for the task.<\/jats:p>","DOI":"10.3233\/faia220465","type":"book-chapter","created":{"date-parts":[[2022,12,9]],"date-time":"2022-12-09T11:51:30Z","timestamp":1670586690000},"source":"Crossref","is-referenced-by-count":2,"title":["Predicting Outcomes of Italian VAT Decisions1"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3739-5387","authenticated-orcid":false,"given":"Federico","family":"Galli","sequence":"first","affiliation":[{"name":"CIRSFID Alma-AI, Faculty of Law, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7255-9343","authenticated-orcid":false,"given":"Giulia","family":"Grundler","sequence":"additional","affiliation":[{"name":"DISI, Alma-AI, University of Bologna, Italy"}]},{"given":"Alessia","family":"Fidelangeli","sequence":"additional","affiliation":[{"name":"CIRSFID Alma-AI, Faculty of Law, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9711-7042","authenticated-orcid":false,"given":"Andrea","family":"Galassi","sequence":"additional","affiliation":[{"name":"DISI, Alma-AI, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7083-3487","authenticated-orcid":false,"given":"Francesca","family":"Lagioia","sequence":"additional","affiliation":[{"name":"European University Institute, Law Department, Italy"},{"name":"CIRSFID Alma-AI, Faculty of Law, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5176-8843","authenticated-orcid":false,"given":"Elena","family":"Palmieri","sequence":"additional","affiliation":[{"name":"DISI, Alma-AI, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1697-8586","authenticated-orcid":false,"given":"Federico","family":"Ruggeri","sequence":"additional","affiliation":[{"name":"DISI, Alma-AI, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2210-0398","authenticated-orcid":false,"given":"Giovanni","family":"Sartor","sequence":"additional","affiliation":[{"name":"European University Institute, Law Department, Italy"},{"name":"CIRSFID Alma-AI, Faculty of Law, University of Bologna, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9253-8638","authenticated-orcid":false,"given":"Paolo","family":"Torroni","sequence":"additional","affiliation":[{"name":"DISI, Alma-AI, University of Bologna, Italy"}]}],"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\/FAIA220465","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,9]],"date-time":"2022-12-09T11:51:32Z","timestamp":1670586692000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA220465"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,5]]},"ISBN":["9781643683645","9781643683652"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia220465","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"type":"print","value":"0922-6389"},{"type":"electronic","value":"1879-8314"}],"subject":[],"published":{"date-parts":[[2022,12,5]]}}}