{"id":"https://openalex.org/W3212531423","doi":"https://doi.org/10.1145/3474124.3474158","title":"Machine Unlearning: Its Need and Implementation Strategies","display_name":"Machine Unlearning: Its Need and Implementation Strategies","publication_year":2021,"publication_date":"2021-08-05","ids":{"openalex":"https://openalex.org/W3212531423","doi":"https://doi.org/10.1145/3474124.3474158","mag":"3212531423"},"language":"en","primary_location":{"id":"doi:10.1145/3474124.3474158","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474124.3474158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Thirteenth International Conference on Contemporary Computing (IC3-2021)","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/A5022052655","display_name":"Aman Tahiliani","orcid":null},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aman Tahiliani","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058693080","display_name":"Vikas Hassija","orcid":"https://orcid.org/0000-0002-3199-8753"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Hassija","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005020243","display_name":"Vinay Chamola","orcid":"https://orcid.org/0000-0002-6730-3060"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vinay Chamola","raw_affiliation_strings":["BITS, India"],"affiliations":[{"raw_affiliation_string":"BITS, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Qatar University, Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022052655"],"corresponding_institution_ids":["https://openalex.org/I154970844"],"apc_list":null,"apc_paid":null,"fwci":0.4079,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69629308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9987999796867371,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973000288009644,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9958999752998352,"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/task","display_name":"Task (project management)","score":0.720258891582489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7120094895362854},{"id":"https://openalex.org/keywords/european-union","display_name":"European union","score":0.4748290479183197},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45078104734420776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44626399874687195},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.44018253684043884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4137907922267914},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36914360523223877},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17729836702346802},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1654352843761444}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.720258891582489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7120094895362854},{"id":"https://openalex.org/C2910001868","wikidata":"https://www.wikidata.org/wiki/Q458","display_name":"European union","level":2,"score":0.4748290479183197},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45078104734420776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44626399874687195},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.44018253684043884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4137907922267914},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36914360523223877},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17729836702346802},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1654352843761444},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105639569","wikidata":"https://www.wikidata.org/wiki/Q582577","display_name":"Economic policy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3474124.3474158","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474124.3474158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Thirteenth International Conference on Contemporary Computing (IC3-2021)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/35609","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/35609","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1488996941","https://openalex.org/W2573064842","https://openalex.org/W2994029118","https://openalex.org/W3004443750","https://openalex.org/W3035644192","https://openalex.org/W3175430527"],"related_works":["https://openalex.org/W4206921429","https://openalex.org/W2961085424","https://openalex.org/W2078918342","https://openalex.org/W2953720018","https://openalex.org/W4226213459","https://openalex.org/W1611512594","https://openalex.org/W4281693238","https://openalex.org/W2104275922","https://openalex.org/W3123296417","https://openalex.org/W4224009465"],"abstract_inverted_index":{"Generally":[0],"when":[1,90],"users":[2],"share":[3],"information":[4,33],"about":[5,60,118],"themselves":[6],"on":[7,56],"some":[8,167],"online":[9],"platforms,":[10],"they":[11],"knowingly":[12],"or":[13],"unknowingly":[14],"allow":[15],"this":[16,32,86,150,162],"data":[17,59,117,129],"to":[18,34,41,62,65,79,95,114,126,148,158],"be":[19,63,66,121,134,146,159],"used":[20,67,94],"by":[21,68,103],"the":[22,48,51,69,77,83,107,112],"companies":[23,26,78],"behind":[24],"these":[25,169],"for":[27,76],"various":[28],"purposes":[29],"including":[30,123],"selling":[31],"advertisers":[35],"as":[36,38],"well":[37],"using":[39],"it":[40,71,91],"better":[42],"enrich":[43],"their":[44,54,97,128],"predictive":[45],"models.":[46,100,144],"In":[47,161],"event":[49],"of":[50,82,85,168,172],"user":[52],"changing":[53],"minds":[55],"allowing":[57],"such":[58],"them":[61,119],"able":[64,147],"companies,":[70],"becomes":[72],"a":[73,124,138],"strenuous":[74],"task":[75],"get":[80],"rid":[81],"influence":[84,133],"collected":[87],"data,":[88],"especially":[89],"has":[92],"been":[93,178],"train":[96],"machine":[98,142,154,173],"learning":[99,143],"Recent":[101],"legislations":[102],"governing":[104],"bodies,":[105],"like":[106],"European":[108],"Union,":[109],"grant":[110],"people":[111],"right":[113,125],"choose":[115],"where":[116],"may":[120],"used,":[122],"have":[127,177],"and":[130,141],"its":[131],"resulting":[132],"completely":[135],"removed":[136],"from":[137],"company\u2019s":[139],"databases":[140],"To":[145],"do":[149],"at":[151,166],"scale":[152],"new":[153],"unlearning":[155,174],"solutions":[156],"need":[157],"invented.":[160],"paper,":[163],"we":[164],"look":[165],"early":[170],"models":[171],"strategies":[175],"that":[176],"proposed.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
