{"id":"https://openalex.org/W2707346992","doi":"https://doi.org/10.1109/rcis.2017.7956539","title":"Towards an ethical recommendation framework","display_name":"Towards an ethical recommendation framework","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2707346992","doi":"https://doi.org/10.1109/rcis.2017.7956539","mag":"2707346992"},"language":"en","primary_location":{"id":"doi:10.1109/rcis.2017.7956539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2017.7956539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 11th International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"},"type":"article","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/A5019106347","display_name":"Dimitris Paraschakis","orcid":null},"institutions":[{"id":"https://openalex.org/I183111857","display_name":"Malm\u00f6 University","ror":"https://ror.org/05wp7an13","country_code":"SE","type":"education","lineage":["https://openalex.org/I183111857"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Dimitris Paraschakis","raw_affiliation_strings":["Dept. of Computer Science, Malm\u00f6 University, Malm\u00f6, Sweden"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Malm\u00f6 University, Malm\u00f6, Sweden","institution_ids":["https://openalex.org/I183111857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019106347"],"corresponding_institution_ids":["https://openalex.org/I183111857"],"apc_list":null,"apc_paid":null,"fwci":3.8478,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.93330241,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"211","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/toolbox","display_name":"Toolbox","score":0.9094711542129517},{"id":"https://openalex.org/keywords/neglect","display_name":"Neglect","score":0.6804478168487549},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5345671772956848},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.502478837966919},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4728325307369232},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.4115431606769562},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34736067056655884},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15605702996253967},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11871734261512756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10907980799674988}],"concepts":[{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.9094711542129517},{"id":"https://openalex.org/C2776289891","wikidata":"https://www.wikidata.org/wiki/Q1931511","display_name":"Neglect","level":2,"score":0.6804478168487549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5345671772956848},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.502478837966919},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4728325307369232},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4115431606769562},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34736067056655884},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15605702996253967},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11871734261512756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10907980799674988},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rcis.2017.7956539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2017.7956539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 11th International Conference on Research Challenges in Information Science (RCIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:muep.mau.se:2043/23023","is_oa":false,"landing_page_url":"http://hdl.handle.net/2043/23023","pdf_url":null,"source":{"id":"https://openalex.org/S4377196423","display_name":"Malm\u00f6 University Publications (Malm\u00f6 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183111857","host_organization_name":"Malm\u00f6 University","host_organization_lineage":["https://openalex.org/I183111857"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Paper in proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W38201321","https://openalex.org/W202799293","https://openalex.org/W756168069","https://openalex.org/W817684483","https://openalex.org/W839535086","https://openalex.org/W1500664688","https://openalex.org/W1555760221","https://openalex.org/W1598783518","https://openalex.org/W1735755011","https://openalex.org/W1799845977","https://openalex.org/W1882358344","https://openalex.org/W1964080871","https://openalex.org/W2002725217","https://openalex.org/W2004279889","https://openalex.org/W2018371603","https://openalex.org/W2042636099","https://openalex.org/W2109208918","https://openalex.org/W2112740959","https://openalex.org/W2113297784","https://openalex.org/W2117101886","https://openalex.org/W2124558600","https://openalex.org/W2124973791","https://openalex.org/W2130959488","https://openalex.org/W2134167315","https://openalex.org/W2134584261","https://openalex.org/W2135930857","https://openalex.org/W2146010032","https://openalex.org/W2159024459","https://openalex.org/W2159675343","https://openalex.org/W2161392727","https://openalex.org/W2186771720","https://openalex.org/W2226173891","https://openalex.org/W2295582481","https://openalex.org/W2404769713","https://openalex.org/W2507269542","https://openalex.org/W2534987057","https://openalex.org/W2557607105","https://openalex.org/W2735886174","https://openalex.org/W2769033020","https://openalex.org/W3023335189","https://openalex.org/W3122548859","https://openalex.org/W3125368128","https://openalex.org/W3126072720","https://openalex.org/W4205228770","https://openalex.org/W4234673552","https://openalex.org/W4235391824","https://openalex.org/W6601568046","https://openalex.org/W6608189406","https://openalex.org/W6622373530","https://openalex.org/W6630243606","https://openalex.org/W6635676326","https://openalex.org/W6687202717","https://openalex.org/W6713244813","https://openalex.org/W6730185109","https://openalex.org/W6740908490","https://openalex.org/W6817033972","https://openalex.org/W7018197807"],"related_works":["https://openalex.org/W4205140848","https://openalex.org/W2068663075","https://openalex.org/W2978678743","https://openalex.org/W2797837731","https://openalex.org/W2150344375","https://openalex.org/W829257147","https://openalex.org/W3081389670","https://openalex.org/W4390832911","https://openalex.org/W4385302116","https://openalex.org/W1925744677"],"abstract_inverted_index":{"The":[0,54,88,128],"goal":[1],"of":[2,21,66,75,81,84,121,135],"our":[3,136],"study":[4],"is":[5,60,130],"to":[6,38,46,91],"provide":[7],"a":[8,58],"holistic":[9],"view":[10],"on":[11],"various":[12],"ethical":[13,30,41],"challenges":[14],"that":[15],"complicate":[16],"the":[17,39,50,63,73,79,82,106,113,117,124,133],"design":[18,103],"and":[19,43,49,72],"use":[20],"recommender":[22],"systems":[23],"(RS).":[24],"Our":[25],"findings":[26],"materialize":[27],"into":[28],"an":[29],"recommendation":[31],"framework,":[32],"which":[33],"maps":[34],"RS":[35,93],"development":[36],"stages":[37],"corresponding":[40],"concerns,":[42],"further":[44],"down":[45],"known":[47],"solutions":[48],"proposed":[51,125],"user-adjustable":[52],"controls.":[53],"need":[55],"for":[56],"such":[57],"framework":[59,89],"dictated":[61],"by":[62,132],"apparent":[64],"lack":[65],"research":[67],"in":[68,86,95],"this":[69],"particular":[70],"direction":[71],"severity":[74],"consequences":[76],"stemming":[77],"from":[78],"neglect":[80],"code":[83],"ethics":[85],"recommendations.":[87],"aims":[90],"aid":[92],"practitioners":[94],"staying":[96],"ethically":[97],"alert":[98],"while":[99],"taking":[100],"morally":[101],"charged":[102],"decisions.":[104],"At":[105],"same":[107],"time,":[108],"it":[109],"would":[110],"give":[111],"users":[112],"desired":[114],"control":[115],"over":[116],"sensitive":[118],"moral":[119],"aspects":[120],"recommendations":[122],"via":[123],"\u201cethical":[126],"toolbox\u201d.":[127],"idea":[129],"embraced":[131],"participants":[134],"feasibility":[137],"study.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}