{"id":"https://openalex.org/W1488159615","doi":"https://doi.org/10.1007/1-4020-8128-6_23","title":"Privacy-Preserving Multi-Party Decision Tree Induction","display_name":"Privacy-Preserving Multi-Party Decision Tree Induction","publication_year":2006,"publication_date":"2006-02-22","ids":{"openalex":"https://openalex.org/W1488159615","doi":"https://doi.org/10.1007/1-4020-8128-6_23","mag":"1488159615"},"language":"en","primary_location":{"id":"doi:10.1007/1-4020-8128-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F1-4020-8128-6_23.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F1-4020-8128-6_23.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101544978","display_name":"Justin Zhan","orcid":"https://orcid.org/0000-0001-5458-8282"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Justin Z. Zhan","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., P.O. Box 450 Stn A, Ottawa Ontario, K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., P.O. Box 450 Stn A, Ottawa Ontario, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042893723","display_name":"Stan Matwin","orcid":"https://orcid.org/0000-0001-6629-8434"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stan Matwin","raw_affiliation_strings":["School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., P.O. Box 450 Stn A, Ottawa Ontario, K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Engineering, University of Ottawa, 800 King Edward Ave., P.O. Box 450 Stn A, Ottawa Ontario, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111905403","display_name":"LiWu Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I1288214837","display_name":"United States Naval Research Laboratory","ror":"https://ror.org/04d23a975","country_code":"US","type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028"]},{"id":"https://openalex.org/I4388482696","display_name":"Naval Research Laboratory Information Technology Division","ror":"https://ror.org/04xfp8b22","country_code":null,"type":"facility","lineage":["https://openalex.org/I1288214837","https://openalex.org/I1330347796","https://openalex.org/I175003984","https://openalex.org/I3130687028","https://openalex.org/I4388482696"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"LiWu Chang","raw_affiliation_strings":["Center for High Assurance Computer Systems, Naval Research Laboratory, Washington DC 20375, USA"],"affiliations":[{"raw_affiliation_string":"Center for High Assurance Computer Systems, Naval Research Laboratory, Washington DC 20375, USA","institution_ids":["https://openalex.org/I1288214837","https://openalex.org/I4388482696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101544978"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0782841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":"2","first_page":"197","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9983999729156494,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.56669682264328},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5300474166870117},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4921218752861023},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4486244320869446},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3359416127204895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2671496868133545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56669682264328},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5300474166870117},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4921218752861023},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4486244320869446},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3359416127204895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2671496868133545}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/1-4020-8128-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F1-4020-8128-6_23.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},{"id":"doi:10.1504/ijbidm.2007.013937","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijbidm.2007.013937","pdf_url":null,"source":{"id":"https://openalex.org/S47982532","display_name":"International Journal of Business Intelligence and Data Mining","issn_l":"1743-8187","issn":["1743-8187","1743-8195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Business Intelligence and Data Mining","raw_type":"journal-article"},{"id":"mag:1488159615","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/dbsec/dbsec2004.html#ZhanCM04","pdf_url":null,"source":{"id":"https://openalex.org/S4306507592","display_name":"DBSec","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"DBSec","raw_type":null}],"best_oa_location":{"id":"doi:10.1007/1-4020-8128-6_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/1-4020-8128-6_23","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F1-4020-8128-6_23.pdf","source":{"id":"https://openalex.org/S4306463519","display_name":"Kluwer Academic Publishers eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1488159615.pdf","grobid_xml":"https://content.openalex.org/works/W1488159615.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W208128215","https://openalex.org/W1528076390","https://openalex.org/W1574534563","https://openalex.org/W1969019410","https://openalex.org/W2013823004","https://openalex.org/W2027471022","https://openalex.org/W2070044171","https://openalex.org/W2092422002","https://openalex.org/W2093367651","https://openalex.org/W2134149606","https://openalex.org/W2139336600","https://openalex.org/W2140190241","https://openalex.org/W2519238259","https://openalex.org/W3141585064","https://openalex.org/W4206366119"],"related_works":["https://openalex.org/W2335367766","https://openalex.org/W2354002640","https://openalex.org/W2395136745","https://openalex.org/W2383727065","https://openalex.org/W2359162502","https://openalex.org/W2479212688","https://openalex.org/W2936469552","https://openalex.org/W2999904248","https://openalex.org/W2371815842","https://openalex.org/W2554396783","https://openalex.org/W2069525785","https://openalex.org/W2095099190","https://openalex.org/W2991918766","https://openalex.org/W346848993","https://openalex.org/W2598082813","https://openalex.org/W2335612998","https://openalex.org/W2141306376","https://openalex.org/W2046763506","https://openalex.org/W1487197714","https://openalex.org/W2104083981"],"abstract_inverted_index":{"Data":[0],"mining":[1,59,81],"is":[2],"a":[3,65,73],"process":[4],"to":[5,21,78,89],"extract":[6],"useful":[7],"knowledge":[8],"from":[9,39],"large":[10],"amounts":[11],"of":[12,47],"data.":[13,23,51],"To":[14],"conduct":[15,57,79],"data":[16,27,43,58,62,80,87],"mining,":[17],"we":[18,71],"often":[19],"need":[20],"collect":[22],"However,":[24],"sometimes":[25],"the":[26,37,42,50],"are":[28],"distributed":[29],"among":[30],"various":[31],"parties.":[32],"Privacy":[33],"concerns":[34],"may":[35],"prevent":[36],"parties":[38,54],"directly":[40],"sharing":[41],"and":[44],"some":[45],"types":[46],"information":[48],"about":[49],"How":[52],"multiple":[53],"can":[55],"collaboratively":[56],"without":[60,83],"breaching":[61],"privacy":[63],"presents":[64],"grand":[66],"challenge.":[67],"In":[68],"this":[69],"paper,":[70],"propose":[72],"randomisation-based":[74],"scheme":[75],"for":[76],"multi-parties":[77],"computations":[82],"disclosing":[84],"their":[85],"actual":[86],"sets":[88],"each":[90],"other.":[91]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}