{"id":"https://openalex.org/W4400268340","doi":"https://doi.org/10.1145/3665348.3665394","title":"Analysis of Infringement Determination Methods in Personal Information Protection Disputes Based on Machine Learning","display_name":"Analysis of Infringement Determination Methods in Personal Information Protection Disputes Based on Machine Learning","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4400268340","doi":"https://doi.org/10.1145/3665348.3665394"},"language":"en","primary_location":{"id":"doi:10.1145/3665348.3665394","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665348.3665394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111247334","display_name":"Zhengle Li","orcid":"https://orcid.org/0009-0003-7067-1897"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengle Li","raw_affiliation_strings":["School of Statistics and Mathematics, Guangdong University of Finance &amp; Economics, China"],"raw_orcid":"https://orcid.org/0009-0003-7067-1897","affiliations":[{"raw_affiliation_string":"School of Statistics and Mathematics, Guangdong University of Finance &amp; Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103259487","display_name":"Ying Pan","orcid":"https://orcid.org/0009-0003-3593-3994"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Pan","raw_affiliation_strings":["School of Law, Guangdong University of Finance &amp; Economics, China"],"raw_orcid":"https://orcid.org/0009-0003-3593-3994","affiliations":[{"raw_affiliation_string":"School of Law, Guangdong University of Finance &amp; Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047695397","display_name":"T. Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tonglin Zhang","raw_affiliation_strings":["School of Law, Guangdong University of Finance &amp; Economics, China"],"raw_orcid":"https://orcid.org/0009-0005-9198-1418","affiliations":[{"raw_affiliation_string":"School of Law, Guangdong University of Finance &amp; Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019733733","display_name":"Yan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhou","raw_affiliation_strings":["School of Law, Guangdong University of Finance &amp; Economics, China"],"raw_orcid":"https://orcid.org/0009-0008-7906-2779","affiliations":[{"raw_affiliation_string":"School of Law, Guangdong University of Finance &amp; Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003197713","display_name":"Xinying Huang","orcid":"https://orcid.org/0009-0009-8248-1576"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinying Huang","raw_affiliation_strings":["Foreign Languages College, Guangzhou University, China"],"raw_orcid":"https://orcid.org/0009-0009-8248-1576","affiliations":[{"raw_affiliation_string":"Foreign Languages College, Guangzhou University, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075637896","display_name":"Xiaolong Chai","orcid":"https://orcid.org/0009-0002-4405-7909"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Chai","raw_affiliation_strings":["School of Statistics and Mathematics, Guangdong University of Finance &amp; Economics, China"],"raw_orcid":"https://orcid.org/0009-0002-4405-7909","affiliations":[{"raw_affiliation_string":"School of Statistics and Mathematics, Guangdong University of Finance &amp; Economics, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"266","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13475","display_name":"Digital Transformation in Law","score":0.8450000286102295,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13475","display_name":"Digital Transformation in Law","score":0.8450000286102295,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12034","display_name":"Digital and Cyber Forensics","score":0.8309000134468079,"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"}},{"id":"https://openalex.org/T14258","display_name":"Legal and Policy Issues","score":0.8077999949455261,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6007097959518433},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.5468891859054565},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5424389243125916},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5022060871124268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6007097959518433},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.5468891859054565},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5424389243125916},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5022060871124268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3665348.3665394","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665348.3665394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2301363727","https://openalex.org/W3173562644","https://openalex.org/W4244494905","https://openalex.org/W4385069629","https://openalex.org/W4389476170"],"related_works":["https://openalex.org/W175946208","https://openalex.org/W147720509","https://openalex.org/W4245318332","https://openalex.org/W1536759569","https://openalex.org/W2213445138","https://openalex.org/W2886266782","https://openalex.org/W2500739510","https://openalex.org/W4386447091","https://openalex.org/W1603941413","https://openalex.org/W2940702331"],"abstract_inverted_index":{"The":[0],"development":[1,15],"of":[2,25,40,60,75,77,82,116,156,169],"big":[3],"data":[4],"provides":[5],"abundant":[6],"resources":[7],"for":[8,36],"enterprises":[9],"to":[10,44,48,71,112,134],"target":[11],"users":[12],"and":[13,34,62,97,141,166,177],"adjust":[14],"strategies.":[16],"However,":[17],"it":[18],"also":[19,161],"brings":[20],"about":[21],"an":[22],"escalating":[23],"risk":[24],"personal":[26],"information":[27],"leakage.":[28],"In":[29],"this":[30],"context,":[31],"the":[32,38,52,57,65,73,91,98,114,119,131,136,143,154,159,163,170],"methods":[33,70],"standards":[35],"determining":[37,153],"acts":[39,76,155],"infringement":[41],"have":[42],"yet":[43],"be":[45],"clarified,":[46],"leading":[47],"different":[49],"judgements":[50],"in":[51,85,152],"same":[53],"case.":[54],"Grounded":[55],"on":[56],"existing":[58],"modes":[59],"legislation":[61],"judicial":[63],"adjudication,":[64],"paper":[66,92,144,160],"proposes":[67],"machine":[68],"learning":[69],"deconstruct":[72],"determination":[74,181],"infringement,":[78],"with":[79,102,123],"a":[80],"goal":[81],"assisting":[83],"judges":[84],"making":[86],"more":[87],"accurate":[88],"judgments.":[89],"Specifically,":[90],"employs":[93],"Adaboost":[94,105],"regression":[95,100,106,121],"model":[96,101,107,122,127],"logistic":[99,120],"gradient":[103,124],"descent.":[104],"combines":[108],"multiple":[109],"weak":[110],"classifiers":[111],"improve":[113],"accuracy":[115],"classification,":[117],"while":[118],"descent":[125],"adjusts":[126],"values":[128],"by":[129],"minimizing":[130],"loss":[132],"function":[133],"pursue":[135],"optimal":[137],"ones.":[138],"Through":[139],"training":[140],"evaluation,":[142],"reveals":[145],"that":[146],"these":[147],"models":[148],"possess":[149],"favorable":[150],"applicability":[151],"infringement.":[157],"Moreover,":[158],"mentions":[162],"predictive":[164],"results":[165],"evaluation":[167],"metrics":[168],"models,":[171],"as":[172,174],"well":[173],"their":[175],"validation":[176],"application":[178],"under":[179],"various":[180],"methods.":[182]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
