{"id":"https://openalex.org/W3200449166","doi":"https://doi.org/10.1007/s41060-021-00286-w","title":"Prescriptive analytics with differential privacy","display_name":"Prescriptive analytics with differential privacy","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W3200449166","doi":"https://doi.org/10.1007/s41060-021-00286-w","mag":"3200449166"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-021-00286-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-021-00286-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Prescriptive_analytics_with_differential_privacy/20644551","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023077368","display_name":"Haripriya Harikumar","orcid":"https://orcid.org/0000-0001-9918-381X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Haripriya Harikumar","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024215125","display_name":"Santu Rana","orcid":"https://orcid.org/0000-0003-2247-850X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Santu Rana","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011012522","display_name":"Sunil Gupta","orcid":"https://orcid.org/0000-0002-4669-9940"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sunil Gupta","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705489","display_name":"Thin Nguyen","orcid":"https://orcid.org/0000-0003-3467-8963"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thin Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078750583","display_name":"Ramachandra Kaimal","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramachandra Kaimal","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita University, Kollam, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita University, Kollam, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University, Geelong Waurn Ponds Campus, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023077368"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5598,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73715389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"13","issue":"2","first_page":"123","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9861999750137329,"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/differential-privacy","display_name":"Differential privacy","score":0.8157358765602112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7707727551460266},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6507161259651184},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6044652462005615},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5938342809677124},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5793911218643188},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.571631133556366},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.5278299450874329},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.46839022636413574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44363951683044434},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3366340398788452},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24610385298728943}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8157358765602112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7707727551460266},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6507161259651184},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6044652462005615},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5938342809677124},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5793911218643188},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.571631133556366},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.5278299450874329},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.46839022636413574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44363951683044434},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3366340398788452},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24610385298728943},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s41060-021-00286-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-021-00286-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/1eab2116-0f75-41c4-9285-c724d08ec29e","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/1eab2116-0f75-41c4-9285-c724d08ec29e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Harikumar, H, Rana, S, Gupta, S, Nguyen, T, Kaimal, R & Venkatesh, S 2022, 'Prescriptive analytics with differential privacy', International Journal of Data Science and Analytics .","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30156291","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20644551","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Prescriptive_analytics_with_differential_privacy/20644551","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20644551","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Prescriptive_analytics_with_differential_privacy/20644551","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G6288614247","display_name":null,"funder_award_id":"FL170100006","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W44899178","https://openalex.org/W137706053","https://openalex.org/W148076032","https://openalex.org/W254044637","https://openalex.org/W976636962","https://openalex.org/W1536826708","https://openalex.org/W1564148078","https://openalex.org/W1701825639","https://openalex.org/W1873763122","https://openalex.org/W1969513389","https://openalex.org/W1985511977","https://openalex.org/W1986539725","https://openalex.org/W1993116423","https://openalex.org/W2011095877","https://openalex.org/W2034243033","https://openalex.org/W2039522160","https://openalex.org/W2044307594","https://openalex.org/W2079115533","https://openalex.org/W2096633407","https://openalex.org/W2097261433","https://openalex.org/W2099201756","https://openalex.org/W2101234009","https://openalex.org/W2109135024","https://openalex.org/W2110868467","https://openalex.org/W2112380340","https://openalex.org/W2119874464","https://openalex.org/W2120456162","https://openalex.org/W2123733729","https://openalex.org/W2123820077","https://openalex.org/W2128906841","https://openalex.org/W2129157759","https://openalex.org/W2135046866","https://openalex.org/W2135930857","https://openalex.org/W2159024459","https://openalex.org/W2192203593","https://openalex.org/W2242728483","https://openalex.org/W2284973007","https://openalex.org/W2325171790","https://openalex.org/W2416608793","https://openalex.org/W2473432990","https://openalex.org/W2493079956","https://openalex.org/W2528135682","https://openalex.org/W2550656082","https://openalex.org/W2555693998","https://openalex.org/W2566050141","https://openalex.org/W2737371601","https://openalex.org/W2783324416","https://openalex.org/W2793326028","https://openalex.org/W2809595158","https://openalex.org/W2888763990","https://openalex.org/W2907009231","https://openalex.org/W2934843808","https://openalex.org/W2943861633","https://openalex.org/W2949274245","https://openalex.org/W2951665052","https://openalex.org/W2962909570","https://openalex.org/W2963007936","https://openalex.org/W2966689772","https://openalex.org/W2969714402","https://openalex.org/W2970048308","https://openalex.org/W3104241387","https://openalex.org/W3122751563","https://openalex.org/W3135176461","https://openalex.org/W4234228486","https://openalex.org/W4252003911","https://openalex.org/W6600175266","https://openalex.org/W6600924350","https://openalex.org/W6608510187","https://openalex.org/W6629726480","https://openalex.org/W6720628773"],"related_works":["https://openalex.org/W2019704260","https://openalex.org/W4226266853","https://openalex.org/W2900631219","https://openalex.org/W4210252074","https://openalex.org/W4304208041","https://openalex.org/W3092201768","https://openalex.org/W4384387958","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
