{"id":"https://openalex.org/W4415408466","doi":"https://doi.org/10.1007/978-981-95-3540-8_22","title":"Privacy-Preserving Framework for\u00a0k-Modes Clustering Based on\u00a0Personalized Local Differential Privacy","display_name":"Privacy-Preserving Framework for\u00a0k-Modes Clustering Based on\u00a0Personalized Local Differential Privacy","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4415408466","doi":"https://doi.org/10.1007/978-981-95-3540-8_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-3540-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3540-8_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5100614733","display_name":"Yuling Luo","orcid":"https://orcid.org/0000-0002-0117-4614"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuling Luo","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016530809","display_name":"Zhangrui Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangrui Wang","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035824890","display_name":"Xue Ouyang","orcid":"https://orcid.org/0000-0001-9690-1126"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xue Ouyang","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048011866","display_name":"Shaohuan Zu","orcid":"https://orcid.org/0000-0003-0153-1746"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyuan Zu","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020887347","display_name":"Qiang Fu","orcid":"https://orcid.org/0000-0002-3498-5915"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Fu","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002946893","display_name":"Sheng Qin","orcid":"https://orcid.org/0000-0001-7348-901X"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Qin","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044091027","display_name":"Junxiu Liu","orcid":"https://orcid.org/0000-0002-9790-1571"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxiu Liu","raw_affiliation_strings":["Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education Department of Guangxi Zhuang Autonomous Region, Key Laboratory of Nonlinear Circuits and Optical Communications (Guangxi Normal University), Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Brain-inspired Computing and Intelligent Chips, School of Electronic and Information Engineering, Guangxi Normal University, Guilin, 541004, China","institution_ids":["https://openalex.org/I29739308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5035824890"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46366169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"405","last_page":"423"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9797000288963318,"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/T11448","display_name":"Face recognition and analysis","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8773000240325928},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8046000003814697},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.7146000266075134},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5539000034332275},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.44940000772476196},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.43630000948905945},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41999998688697815}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8773000240325928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.862500011920929},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8046000003814697},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.7146000266075134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.597000002861023},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5539000034332275},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.44940000772476196},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.43630000948905945},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41999998688697815},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.28929999470710754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26019999384880066},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-3540-8_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3540-8_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1981029888","https://openalex.org/W2001347093","https://openalex.org/W2013823004","https://openalex.org/W2149230623","https://openalex.org/W2440056311","https://openalex.org/W2789607830","https://openalex.org/W2806161436","https://openalex.org/W2809448379","https://openalex.org/W2911978475","https://openalex.org/W2953213487","https://openalex.org/W3031648392","https://openalex.org/W3033009913","https://openalex.org/W3095764521","https://openalex.org/W3106047101","https://openalex.org/W3125098318","https://openalex.org/W4287691174","https://openalex.org/W4299791877","https://openalex.org/W4388010257","https://openalex.org/W4390693712","https://openalex.org/W4393058586","https://openalex.org/W4400413599","https://openalex.org/W4406046953","https://openalex.org/W4408325342","https://openalex.org/W4408354917","https://openalex.org/W4408593863"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-22T00:00:00"}