{"id":"https://openalex.org/W4386903307","doi":"https://doi.org/10.1007/978-3-031-43590-4_1","title":"Using Large Language Models for\u00a0the\u00a0Enforcement of\u00a0Consumer Rights in\u00a0Germany","display_name":"Using Large Language Models for\u00a0the\u00a0Enforcement of\u00a0Consumer Rights in\u00a0Germany","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386903307","doi":"https://doi.org/10.1007/978-3-031-43590-4_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43590-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43590-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048620658","display_name":"Lukas Waidelich","orcid":"https://orcid.org/0000-0003-2602-0942"},"institutions":[{"id":"https://openalex.org/I27469343","display_name":"Pforzheim University of Applied Sciences","ror":"https://ror.org/00qakfc35","country_code":"DE","type":"education","lineage":["https://openalex.org/I27469343"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lukas Waidelich","raw_affiliation_strings":["Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2602-0942","affiliations":[{"raw_affiliation_string":"Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany","institution_ids":["https://openalex.org/I27469343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055544598","display_name":"Marian Lambert","orcid":"https://orcid.org/0000-0001-7347-5734"},"institutions":[{"id":"https://openalex.org/I4210163103","display_name":"Bl\u00fccher (Germany)","ror":"https://ror.org/058agte50","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210163103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marian Lambert","raw_affiliation_strings":["XPACE GmbH, Bl\u00fccherstr. 32, 75177, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7347-5734","affiliations":[{"raw_affiliation_string":"XPACE GmbH, Bl\u00fccherstr. 32, 75177, Pforzheim, Germany","institution_ids":["https://openalex.org/I4210163103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092911579","display_name":"Zina Al-Washash","orcid":"https://orcid.org/0009-0002-5302-667X"},"institutions":[{"id":"https://openalex.org/I27469343","display_name":"Pforzheim University of Applied Sciences","ror":"https://ror.org/00qakfc35","country_code":"DE","type":"education","lineage":["https://openalex.org/I27469343"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zina Al-Washash","raw_affiliation_strings":["Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0009-0002-5302-667X","affiliations":[{"raw_affiliation_string":"Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany","institution_ids":["https://openalex.org/I27469343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071714600","display_name":"Steffen Kroschwald","orcid":"https://orcid.org/0009-0004-9328-3843"},"institutions":[{"id":"https://openalex.org/I27469343","display_name":"Pforzheim University of Applied Sciences","ror":"https://ror.org/00qakfc35","country_code":"DE","type":"education","lineage":["https://openalex.org/I27469343"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Kroschwald","raw_affiliation_strings":["Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0009-0004-9328-3843","affiliations":[{"raw_affiliation_string":"Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany","institution_ids":["https://openalex.org/I27469343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022783625","display_name":"Thomas Schuster","orcid":"https://orcid.org/0000-0002-9539-1627"},"institutions":[{"id":"https://openalex.org/I27469343","display_name":"Pforzheim University of Applied Sciences","ror":"https://ror.org/00qakfc35","country_code":"DE","type":"education","lineage":["https://openalex.org/I27469343"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Schuster","raw_affiliation_strings":["Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9539-1627","affiliations":[{"raw_affiliation_string":"Pforzheim University, Tiefenbronner Str. 65, 75175, Pforzheim, Germany","institution_ids":["https://openalex.org/I27469343"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092911580","display_name":"Nico D\u00f6ring","orcid":"https://orcid.org/0009-0004-2018-5417"},"institutions":[{"id":"https://openalex.org/I4210163103","display_name":"Bl\u00fccher (Germany)","ror":"https://ror.org/058agte50","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210163103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nico D\u00f6ring","raw_affiliation_strings":["XPACE GmbH, Bl\u00fccherstr. 32, 75177, Pforzheim, Germany"],"raw_orcid":"https://orcid.org/0009-0004-2018-5417","affiliations":[{"raw_affiliation_string":"XPACE GmbH, Bl\u00fccherstr. 32, 75177, Pforzheim, Germany","institution_ids":["https://openalex.org/I4210163103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5048620658"],"corresponding_institution_ids":["https://openalex.org/I27469343"],"apc_list":null,"apc_paid":null,"fwci":8.4043,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.98366996,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.9868999719619751,"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"}},"topics":[{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.9868999719619751,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.921999990940094,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.73844975233078},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.597318172454834},{"id":"https://openalex.org/keywords/compliance","display_name":"Compliance (psychology)","score":0.5806903839111328},{"id":"https://openalex.org/keywords/consumer-bill-of-rights","display_name":"Consumer Bill of Rights","score":0.578703761100769},{"id":"https://openalex.org/keywords/consumer-protection","display_name":"Consumer protection","score":0.5462203025817871},{"id":"https://openalex.org/keywords/competition-law","display_name":"Competition law","score":0.5337938070297241},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5135424137115479},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49985551834106445},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.4895961880683899},{"id":"https://openalex.org/keywords/declaration","display_name":"Declaration","score":0.4481948912143707},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.41070687770843506},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.40787801146507263},{"id":"https://openalex.org/keywords/law-and-economics","display_name":"Law and economics","score":0.38945016264915466},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.29839032888412476},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.28382232785224915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2322152554988861},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1432587206363678},{"id":"https://openalex.org/keywords/commerce","display_name":"Commerce","score":0.08201760053634644},{"id":"https://openalex.org/keywords/market-economy","display_name":"Market economy","score":0.07567104697227478},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07383319735527039}],"concepts":[{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.73844975233078},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.597318172454834},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.5806903839111328},{"id":"https://openalex.org/C20220385","wikidata":"https://www.wikidata.org/wiki/Q3039961","display_name":"Consumer Bill of Rights","level":3,"score":0.578703761100769},{"id":"https://openalex.org/C2989499966","wikidata":"https://www.wikidata.org/wiki/Q664183","display_name":"Consumer protection","level":2,"score":0.5462203025817871},{"id":"https://openalex.org/C2776736423","wikidata":"https://www.wikidata.org/wiki/Q326498","display_name":"Competition law","level":3,"score":0.5337938070297241},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5135424137115479},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49985551834106445},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.4895961880683899},{"id":"https://openalex.org/C138147947","wikidata":"https://www.wikidata.org/wiki/Q1183659","display_name":"Declaration","level":2,"score":0.4481948912143707},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.41070687770843506},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.40787801146507263},{"id":"https://openalex.org/C190253527","wikidata":"https://www.wikidata.org/wiki/Q295354","display_name":"Law and economics","level":1,"score":0.38945016264915466},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.29839032888412476},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.28382232785224915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2322152554988861},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1432587206363678},{"id":"https://openalex.org/C54750564","wikidata":"https://www.wikidata.org/wiki/Q26643","display_name":"Commerce","level":1,"score":0.08201760053634644},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.07567104697227478},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07383319735527039},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2781127519","wikidata":"https://www.wikidata.org/wiki/Q43637","display_name":"Monopoly","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43590-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43590-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2782760443","https://openalex.org/W2798838283","https://openalex.org/W2808058516","https://openalex.org/W2886646984","https://openalex.org/W2896457183","https://openalex.org/W2919811233","https://openalex.org/W2989796083","https://openalex.org/W3048723005","https://openalex.org/W3103764297","https://openalex.org/W3183688604","https://openalex.org/W3188911412","https://openalex.org/W4308760226","https://openalex.org/W4311642023","https://openalex.org/W4321392130","https://openalex.org/W4322718191","https://openalex.org/W4323655724","https://openalex.org/W4327810158","https://openalex.org/W4362655426","https://openalex.org/W4366341216","https://openalex.org/W4377297670"],"related_works":["https://openalex.org/W4306672620","https://openalex.org/W4378699778","https://openalex.org/W3004853611","https://openalex.org/W4377818734","https://openalex.org/W2563096835","https://openalex.org/W2364677858","https://openalex.org/W2252775960","https://openalex.org/W2521892106","https://openalex.org/W4378893161","https://openalex.org/W2624424450"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
