{"id":"https://openalex.org/W4417426006","doi":"https://doi.org/10.1145/3785355","title":"Overcoming Hazards of E-commerce Recommender Systems for Social Good","display_name":"Overcoming Hazards of E-commerce Recommender Systems for Social Good","publication_year":2025,"publication_date":"2025-12-17","ids":{"openalex":"https://openalex.org/W4417426006","doi":"https://doi.org/10.1145/3785355"},"language":"en","primary_location":{"id":"doi:10.1145/3785355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3785355","pdf_url":null,"source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3785355","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014896198","display_name":"Eranjana Kathriarachchi","orcid":"https://orcid.org/0000-0002-2359-5241"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Eranjana Kathriarachchi","raw_affiliation_strings":["School of Management and Marketing, Massey University Business School","School of Management and Marketing, Massey University Business School, Albany, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-2359-5241","affiliations":[{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School","institution_ids":["https://openalex.org/I51158804"]},{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School, Albany, New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076639190","display_name":"Shafiq Alam","orcid":"https://orcid.org/0000-0002-9566-8040"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Shafiq Alam","raw_affiliation_strings":["School of Management and Marketing, Massey University Business School","School of Management and Marketing, Massey University Business School, Albany New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-9566-8040","affiliations":[{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School","institution_ids":["https://openalex.org/I51158804"]},{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School, Albany New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006694162","display_name":"Muhammad Salman Rashid","orcid":"https://orcid.org/0000-0003-1659-8054"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Salman Rashid","raw_affiliation_strings":["School of Management and Marketing, Massey University Business School","School of Management and Marketing, Massey University Business School, Albany New Zealand"],"raw_orcid":"https://orcid.org/0000-0003-1659-8054","affiliations":[{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School","institution_ids":["https://openalex.org/I51158804"]},{"raw_affiliation_string":"School of Management and Marketing, Massey University Business School, Albany New Zealand","institution_ids":["https://openalex.org/I51158804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3106,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9247454,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"4","issue":"3","first_page":"1","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.21860000491142273,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.21860000491142273,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.0284000001847744,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.026200000196695328,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.5421000123023987},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5284000039100647},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.48910000920295715},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.46219998598098755},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.3140999972820282},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3100000023841858}],"concepts":[{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.5421000123023987},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4975999891757965},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.48910000920295715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47119998931884766},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.46219998598098755},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41749998927116394},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4018999934196472},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3869999945163727},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.29910001158714294},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2906000018119812},{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2768999934196472},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3785355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3785355","pdf_url":null,"source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3785355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3785355","pdf_url":null,"source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1181528786","https://openalex.org/W1539738334","https://openalex.org/W1972903596","https://openalex.org/W1996921831","https://openalex.org/W2006323481","https://openalex.org/W2069586182","https://openalex.org/W2070107618","https://openalex.org/W2148217372","https://openalex.org/W2206385118","https://openalex.org/W2226173891","https://openalex.org/W2531816182","https://openalex.org/W2614794251","https://openalex.org/W2621989739","https://openalex.org/W2733392713","https://openalex.org/W2756482155","https://openalex.org/W2764159532","https://openalex.org/W2789298384","https://openalex.org/W2790122077","https://openalex.org/W2792794664","https://openalex.org/W2796457944","https://openalex.org/W2889526258","https://openalex.org/W2889888013","https://openalex.org/W2890134031","https://openalex.org/W2891378911","https://openalex.org/W2892943592","https://openalex.org/W2894618776","https://openalex.org/W2962947647","https://openalex.org/W2964344619","https://openalex.org/W2972220252","https://openalex.org/W2980951591","https://openalex.org/W2983281685","https://openalex.org/W2996607963","https://openalex.org/W3031489816","https://openalex.org/W3036868398","https://openalex.org/W3090600311","https://openalex.org/W3092103025","https://openalex.org/W3099814932","https://openalex.org/W3110039506","https://openalex.org/W3122085188","https://openalex.org/W3122123918","https://openalex.org/W3125944471","https://openalex.org/W3139395864","https://openalex.org/W3186240982","https://openalex.org/W3194836939","https://openalex.org/W3200139602","https://openalex.org/W4200196625","https://openalex.org/W4210557021","https://openalex.org/W4220757391","https://openalex.org/W4226280022","https://openalex.org/W4281763546","https://openalex.org/W4282027681","https://openalex.org/W4293072370","https://openalex.org/W4295528224","https://openalex.org/W4311210063","https://openalex.org/W4313730950","https://openalex.org/W4315977496","https://openalex.org/W4319996766","https://openalex.org/W4360948428","https://openalex.org/W4367597266","https://openalex.org/W4386968135","https://openalex.org/W4391920198","https://openalex.org/W4392151669","https://openalex.org/W4392460468","https://openalex.org/W4392823861","https://openalex.org/W4404624412","https://openalex.org/W4404641303"],"related_works":[],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"used":[2],"on":[3,52],"e-commerce":[4,28,53,99,135],"websites":[5],"(e-commerce":[6],"RS)":[7],"are":[8],"crucial":[9,44],"to":[10,45,106,128],"enhance":[11],"the":[12,47,95,103,116,130],"online":[13],"shopping":[14],"experiences":[15],"of":[16,49,94,118,134],"customers":[17],"and":[18,37,64,68,102,124,132],"improve":[19,129],"business":[20],"performance.":[21],"Despite":[22],"ongoing":[23],"enhancements":[24],"in":[25,80],"their":[26,122],"effectiveness,":[27],"RS":[29],"face":[30],"challenges":[31,41],"that":[32,87],"could":[33],"harm":[34],"customers,":[35],"businesses,":[36],"society.":[38],"Addressing":[39],"these":[40,78,108,113],"effectively":[42],"is":[43],"protecting":[46],"interests":[48],"stakeholders":[50],"relying":[51],"RS.":[54,136],"Proposed":[55],"strategies":[56],"include":[57],"developing":[58],"technical":[59],"solutions,":[60],"increasing":[61],"customer":[62],"awareness,":[63],"enacting":[65],"relevant":[66],"laws":[67],"regulations.":[69],"However,":[70],"current":[71],"research":[72],"has":[73],"not":[74],"yet":[75],"thoroughly":[76],"examined":[77],"solutions":[79,114],"a":[81,91],"unified":[82],"manner.":[83],"This":[84],"review":[85],"fills":[86],"gap":[88],"by":[89],"providing":[90],"detailed":[92],"overview":[93],"hazards":[96],"associated":[97],"with":[98],"product":[100],"recommendations":[101],"measures":[104],"implemented":[105],"mitigate":[107],"hazards.":[109],"The":[110],"paper":[111],"assesses":[112],"within":[115],"context":[117],"existing":[119],"research,":[120],"emphasizing":[121],"implications":[123],"suggesting":[125],"future":[126],"directions":[127],"safety":[131],"efficacy":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-16T09:24:06.705377","created_date":"2025-12-17T00:00:00"}
