{"id":"https://openalex.org/W4406586352","doi":"https://doi.org/10.55041/ijsrem24440","title":"Use of Cleanrooms for Privacy-Safe Measurement of User-Based Randomized Control Trials","display_name":"Use of Cleanrooms for Privacy-Safe Measurement of User-Based Randomized Control Trials","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406586352","doi":"https://doi.org/10.55041/ijsrem24440"},"language":"en","primary_location":{"id":"doi:10.55041/ijsrem24440","doi":"https://doi.org/10.55041/ijsrem24440","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem24440","pdf_url":"https://ijsrem.com/download/use-of-cleanrooms-for-privacy-safe-measurement-of-user-based-randomized-control-trials/?wpdmdl=42794&refresh=678cb029941bc1737273385","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ijsrem.com/download/use-of-cleanrooms-for-privacy-safe-measurement-of-user-based-randomized-control-trials/?wpdmdl=42794&refresh=678cb029941bc1737273385","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115670913","display_name":"Varun Chivukula","orcid":"https://orcid.org/0009-0008-2454-9619","observed_orcids":["https://orcid.org/0009-0008-2454-9619"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Varun Chivukula","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5115670913"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00356304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"09","issue":"01","first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9721999764442444,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9721999764442444,"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":0.019700000062584877,"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"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cleanrooms","display_name":"cleanrooms","score":0.9739999771118164},{"id":"https://openalex.org/keywords/randomized-controlled-trials","display_name":"randomized controlled trials","score":0.7379999756813049},{"id":"https://openalex.org/keywords/user-privacy","display_name":"user privacy","score":0.9279999732971191},{"id":"https://openalex.org/keywords/privacy-preserving-data-analysis","display_name":"privacy-preserving data analysis","score":0.8690000176429749},{"id":"https://openalex.org/keywords/data-security","display_name":"data security","score":0.7649999856948853},{"id":"https://openalex.org/keywords/california-consumer-privacy-act","display_name":"California Consumer Privacy Act","score":0.5870000123977661},{"id":"https://openalex.org/keywords/gdpr","display_name":"GDPR","score":0.9679999947547913},{"id":"https://openalex.org/keywords/data-protection-compliance","display_name":"data protection compliance","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5045386552810669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3983369767665863},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3895717263221741},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3893513083457947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07804349064826965}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55041/ijsrem24440","doi":"https://doi.org/10.55041/ijsrem24440","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem24440","pdf_url":"https://ijsrem.com/download/use-of-cleanrooms-for-privacy-safe-measurement-of-user-based-randomized-control-trials/?wpdmdl=42794&refresh=678cb029941bc1737273385","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55041/ijsrem24440","doi":"https://doi.org/10.55041/ijsrem24440","is_oa":true,"landing_page_url":"https://doi.org/10.55041/ijsrem24440","pdf_url":"https://ijsrem.com/download/use-of-cleanrooms-for-privacy-safe-measurement-of-user-based-randomized-control-trials/?wpdmdl=42794&refresh=678cb029941bc1737273385","source":{"id":"https://openalex.org/S4210240841","display_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","issn_l":"2582-3930","issn":["2582-3930"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.504800021648407,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406586352.pdf","grobid_xml":"https://content.openalex.org/works/W4406586352.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3118854618","https://openalex.org/W3189356989","https://openalex.org/W7125355206","https://openalex.org/W6903812496","https://openalex.org/W4405182574","https://openalex.org/W7052976748","https://openalex.org/W2185111035","https://openalex.org/W2143654877","https://openalex.org/W2399592844","https://openalex.org/W6927422580"],"abstract_inverted_index":{"The":[0,93],"increasing":[1],"need":[2],"for":[3,36,64,75,86],"user":[4],"privacy":[5,43],"in":[6,52,90,103],"the":[7,16,48,62,71,100],"digital":[8],"age":[9],"has":[10],"challenged":[11],"conventional":[12],"approaches":[13],"to":[14,26,41,99],"measuring":[15],"effectiveness":[17,79],"of":[18,50,55],"user-based":[19],"Randomized":[20,113],"Control":[21],"Trials":[22],"(RCTs).":[23],"Cleanrooms,":[24,110],"designed":[25],"ensure":[27],"data":[28],"security":[29],"and":[30,61,66,78,83,106],"privacy,":[31],"offer":[32],"an":[33],"innovative":[34],"solution":[35],"conducting":[37],"RCTs":[38],"while":[39,80],"adhering":[40],"stringent":[42],"standards.":[44],"This":[45],"paper":[46],"explores":[47],"role":[49],"cleanrooms":[51],"privacy-safe":[53],"measurement":[54],"RCTs,":[56],"discussing":[57],"their":[58,88],"architecture,":[59],"implementation,":[60],"implications":[63],"research":[65],"business":[67],"practices.":[68],"It":[69],"articulates":[70],"technical":[72],"guardrails":[73],"necessary":[74],"cleanroom":[76,104],"functionality":[77],"addressing":[81],"challenges":[82],"proposing":[84],"recommendations":[85],"optimizing":[87],"use":[89],"diverse":[91],"settings.":[92],"discussion":[94],"is":[95],"substantiated":[96],"by":[97],"references":[98],"latest":[101],"advancements":[102],"technology":[105],"privacy-preserving":[107],"analytics.":[108],"Keywords:":[109],"CCPA,":[111],"GDPR,":[112],"control":[114],"trial(RCT)":[115]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-01-19T00:00:00"}