{"id":"https://openalex.org/W2907356977","doi":"https://doi.org/10.3233/978-1-61499-935-5-121","title":"Analysing the Impact of Legal Change Through Case Classification","display_name":"Analysing the Impact of Legal Change Through Case Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2907356977","doi":"https://doi.org/10.3233/978-1-61499-935-5-121","mag":"2907356977"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-935-5-121","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-935-5-121","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-935-5-121","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058318825","display_name":"Roos Slingerland","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slingerland Roos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103352724","display_name":"Alexander Boer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Boer Alexander","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015400892","display_name":"Radboud Winkels","orcid":"https://orcid.org/0000-0002-2534-1595"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Winkels Radboud","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.336,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90581538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.678600013256073,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.678600013256073,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12755","display_name":"Legal Education and Practice Innovations","score":0.5974000096321106,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14012","display_name":"Comparative and International Law Studies","score":0.5651000142097473,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.30235689878463745}],"concepts":[{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.30235689878463745}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-935-5-121","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-935-5-121","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:dare.uva.nl:openaire/9054cd73-d597-4190-b14e-f0dc441cf399","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/analysing-the-impact-of-legal-change-through-case-classification(9054cd73-d597-4190-b14e-f0dc441cf399).html","pdf_url":"https://pure.uva.nl/ws/files/31067410/FAIA313_0121.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Slingerland, R, Boer, A & Winkels, R 2018, Analysing the Impact of Legal Change through Case Classification. in M Palmirani (ed.), Legal Knowledge and Information Systems : JURIX 2018: The Thirty-first Annual Conference. Frontiers in Artificial Intelligence and Applications, vol. 313, IOS Press, Amsterdam, pp. 121-130, 31st International Conference on Legal Knowledge and Information Systems, JURIX 2018, Groningen, Netherlands, 12/12/18. https://doi.org/10.3233/978-1-61499-935-5-121","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/9054cd73-d597-4190-b14e-f0dc441cf399","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/analysing-the-impact-of-legal-change-through-case-classification(9054cd73-d597-4190-b14e-f0dc441cf399).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Legal Knowledge and Information Systems: JURIX 2018: The Thirty-first Annual Conference, 121 - 130","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-935-5-121","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-935-5-121","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337761","display_name":"Justice Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2949263084","https://openalex.org/W2743539335","https://openalex.org/W594353338","https://openalex.org/W2922049016","https://openalex.org/W4390697879","https://openalex.org/W2070214669","https://openalex.org/W2724734218"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"an":[3],"automated":[4],"solution":[5],"for":[6,9],"finding":[7],"cases":[8,55],"analysing":[10],"the":[11,19,24,33,65,70,85,88],"impact":[12,89],"of":[13,26,36,87,90],"legal":[14,28,91],"change":[15],"is":[16],"proposed":[17],"and":[18,69],"results":[20],"are":[21],"analysed":[22],"with":[23,60],"help":[25],"a":[27],"expert.":[29],"It":[30],"focuses":[31],"on":[32,80],"automatic":[34],"classification":[35],"15,000":[37],"judgments":[38],"within":[39],"civil":[40],"law.":[41],"We":[42],"investigated":[43],"to":[44,53,83],"what":[45],"extent":[46],"several":[47],"machine":[48],"learning":[49],"algorithms":[50],"were":[51,67],"able":[52],"classify":[54],"\u2018correctly\u2019.":[56],"This":[57],"was":[58],"done":[59],"accuracies":[61],"around":[62],"0.85.":[63],"However,":[64],"data":[66],"scarce":[68],"initial":[71],"labelling":[72],"not":[73],"perfect,":[74],"so":[75],"further":[76],"research":[77],"should":[78],"focus":[79],"these":[81],"aspects":[82],"improve":[84],"analysis":[86],"change.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-24T07:32:12.397491","created_date":"2025-10-10T00:00:00"}
