{"id":"https://openalex.org/W4385507319","doi":"https://doi.org/10.1007/978-3-031-34804-4_6","title":"Recommender Systems, Manipulation and Private Autonomy: How European Civil Law Regulates and Should Regulate Recommender Systems for the Benefit of Private Autonomy","display_name":"Recommender Systems, Manipulation and Private Autonomy: How European Civil Law Regulates and Should Regulate Recommender Systems for the Benefit of Private Autonomy","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385507319","doi":"https://doi.org/10.1007/978-3-031-34804-4_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34804-4_6","doi":"https://doi.org/10.1007/978-3-031-34804-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34804-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34804-4_6.pdf","source":{"id":"https://openalex.org/S4210170460","display_name":"The International library of ethics, law and technology","issn_l":"1875-0036","issn":["1875-0036","1875-0044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Library of Ethics, Law and Technology","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4385560445","display_name":"Recommender Systems: Legal and Ethical Issues"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34804-4_6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057751802","display_name":"Karina Grisse","orcid":"https://orcid.org/0009-0002-1228-957X","observed_orcids":["https://orcid.org/0009-0002-1228-957X"]},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Karina Grisse","raw_affiliation_strings":["University of Cologne, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I180923762"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057751802"],"corresponding_institution_ids":["https://openalex.org/I180923762"],"apc_list":null,"apc_paid":null,"fwci":39.0478,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99699862,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13364","display_name":"Digitalization, Law, and Regulation","score":0.9765999913215637,"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":0.9765999913215637,"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/T14362","display_name":"Diverse Legal and Medical Studies","score":0.007699999958276749,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/recommender-systems","display_name":"recommender systems","score":1.0},{"id":"https://openalex.org/keywords/manipulation","display_name":"manipulation","score":0.8690000176429749},{"id":"https://openalex.org/keywords/private-autonomy","display_name":"private autonomy","score":0.9959999918937683},{"id":"https://openalex.org/keywords/european-civil-law","display_name":"European civil law","score":0.7699999809265137},{"id":"https://openalex.org/keywords/opacity","display_name":"opacity","score":0.5929999947547913},{"id":"https://openalex.org/keywords/algorithmic-influence","display_name":"algorithmic influence","score":0.492000013589859},{"id":"https://openalex.org/keywords/eu-law","display_name":"European Union law","score":0.4880000054836273}],"concepts":[{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.8996553421020508},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8269530534744263},{"id":"https://openalex.org/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.4805793762207031},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.45218509435653687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44423818588256836},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.43211230635643005},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.3224186897277832},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.300384521484375},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2837218940258026},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23758232593536377},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1747535765171051},{"id":"https://openalex.org/C105639569","wikidata":"https://www.wikidata.org/wiki/Q582577","display_name":"Economic policy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-34804-4_6","doi":"https://doi.org/10.1007/978-3-031-34804-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34804-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34804-4_6.pdf","source":{"id":"https://openalex.org/S4210170460","display_name":"The International library of ethics, law and technology","issn_l":"1875-0036","issn":["1875-0036","1875-0044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Library of Ethics, Law and Technology","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-34804-4_6","doi":"https://doi.org/10.1007/978-3-031-34804-4_6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-34804-4_6","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-34804-4_6.pdf","source":{"id":"https://openalex.org/S4210170460","display_name":"The International library of ethics, law and technology","issn_l":"1875-0036","issn":["1875-0036","1875-0044"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Library of Ethics, Law and Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions","score":0.9595999717712402}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385507319.pdf","grobid_xml":"https://content.openalex.org/works/W4385507319.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W78033240","https://openalex.org/W370117671","https://openalex.org/W401468123","https://openalex.org/W605954072","https://openalex.org/W1728090205","https://openalex.org/W1972950717","https://openalex.org/W2041607960","https://openalex.org/W2041832525","https://openalex.org/W2056477540","https://openalex.org/W2097118035","https://openalex.org/W2107165225","https://openalex.org/W2122517769","https://openalex.org/W2272983765","https://openalex.org/W2316269685","https://openalex.org/W2319790865","https://openalex.org/W2339937250","https://openalex.org/W2504696229","https://openalex.org/W2505621131","https://openalex.org/W2559517892","https://openalex.org/W2565578130","https://openalex.org/W2752099845","https://openalex.org/W2768262152","https://openalex.org/W2787720890","https://openalex.org/W2884604680","https://openalex.org/W2910023381","https://openalex.org/W2919340515","https://openalex.org/W2957505890","https://openalex.org/W2980951591","https://openalex.org/W2981585945","https://openalex.org/W3023008627","https://openalex.org/W3140445995","https://openalex.org/W3167688300","https://openalex.org/W3182882342","https://openalex.org/W3193991359","https://openalex.org/W4211045815","https://openalex.org/W4226280022","https://openalex.org/W4234750435","https://openalex.org/W4235474878","https://openalex.org/W4241643388","https://openalex.org/W4282551339","https://openalex.org/W4300564110","https://openalex.org/W4321607763","https://openalex.org/W4403461050","https://openalex.org/W6601879952","https://openalex.org/W6613867761","https://openalex.org/W6697861912","https://openalex.org/W6738594634"],"related_works":["https://openalex.org/W4377994596","https://openalex.org/W3211363347","https://openalex.org/W4386242359","https://openalex.org/W7221144898","https://openalex.org/W4385560509","https://openalex.org/W4406416514","https://openalex.org/W4391741093","https://openalex.org/W6887560878","https://openalex.org/W4416893031","https://openalex.org/W4385560495"],"abstract_inverted_index":{"Abstract":[0],"Recommender":[1],"systems":[2],"determine":[3],"the":[4,10,66,83,87,111,114],"content":[5],"that":[6,35,80,91,100],"users":[7,32],"see":[8],"and":[9,23,29,58,74,122],"offers":[11],"they":[12,44,69,93],"receive":[13],"in":[14,71,90],"digital":[15],"environments.":[16],"They":[17],"are":[18],"necessary":[19],"tools":[20],"to":[21,30,39,97,102],"structure":[22],"master":[24],"large":[25],"amounts":[26],"of":[27,86,113],"information":[28,34],"provide":[31],"with":[33],"is":[36,65,126],"(potentially)":[37],"relevant":[38],"them.":[40],"In":[41],"doing":[42],"so,":[43],"influence":[45],"decision-making.":[46],"The":[47],"chapter":[48,108],"examines":[49],"under":[50],"which":[51],"circumstances":[52],"these":[53,120],"influences":[54],"cross":[55],"a":[56,95],"line":[57],"can":[59,81],"be":[60,103],"perceived":[61],"as":[62],"manipulative.":[63],"This":[64,107],"case":[67],"if":[68],"operate":[70],"opaque":[72],"ways":[73],"aim":[75],"at":[76],"certain":[77],"decision-making":[78],"vulnerabilities":[79],"comprise":[82],"autonomous":[84],"formation":[85],"will.":[88],"Used":[89],"way,":[92],"pose":[94],"danger":[96],"private":[98],"autonomy":[99],"needs":[101],"met":[104],"by":[105],"law.":[106],"elaborates":[109],"where":[110,123],"law":[112],"European":[115],"Union":[116],"already":[117],"adequately":[118],"addresses":[119],"threats":[121],"further":[124],"regulation":[125],"needed.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2023-08-03T00:00:00"}