JP7768409B2 - 公平性評価プログラム、公平性評価方法、及び、情報処理装置 - Google Patents

公平性評価プログラム、公平性評価方法、及び、情報処理装置

Info

Publication number
JP7768409B2
JP7768409B2 JP2024543641A JP2024543641A JP7768409B2 JP 7768409 B2 JP7768409 B2 JP 7768409B2 JP 2024543641 A JP2024543641 A JP 2024543641A JP 2024543641 A JP2024543641 A JP 2024543641A JP 7768409 B2 JP7768409 B2 JP 7768409B2
Authority
JP
Japan
Prior art keywords
attribute
value
data
proportion
fairness
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
JP2024543641A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2024047735A5 (https=
JPWO2024047735A1 (https=
Inventor
貴三郎 福田
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujitsu Ltd
Original Assignee
Fujitsu Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fujitsu Ltd filed Critical Fujitsu Ltd
Publication of JPWO2024047735A1 publication Critical patent/JPWO2024047735A1/ja
Publication of JPWO2024047735A5 publication Critical patent/JPWO2024047735A5/ja
Application granted granted Critical
Publication of JP7768409B2 publication Critical patent/JP7768409B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Pure & Applied Mathematics (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
JP2024543641A 2022-08-30 2022-08-30 公平性評価プログラム、公平性評価方法、及び、情報処理装置 Active JP7768409B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2022/032546 WO2024047735A1 (ja) 2022-08-30 2022-08-30 公平性評価プログラム、公平性評価方法、及び、情報処理装置

Publications (3)

Publication Number Publication Date
JPWO2024047735A1 JPWO2024047735A1 (https=) 2024-03-07
JPWO2024047735A5 JPWO2024047735A5 (https=) 2025-04-16
JP7768409B2 true JP7768409B2 (ja) 2025-11-12

Family

ID=90098935

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2024543641A Active JP7768409B2 (ja) 2022-08-30 2022-08-30 公平性評価プログラム、公平性評価方法、及び、情報処理装置

Country Status (4)

Country Link
US (1) US20250190876A1 (https=)
EP (1) EP4583014A4 (https=)
JP (1) JP7768409B2 (https=)
WO (1) WO2024047735A1 (https=)

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022044064A1 (ja) 2020-08-24 2022-03-03 富士通株式会社 機械学習データ生成プログラム、機械学習データ生成方法、機械学習データ生成装置、分類データ生成プログラム、分類データ生成方法および分類データ生成装置

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022044064A1 (ja) 2020-08-24 2022-03-03 富士通株式会社 機械学習データ生成プログラム、機械学習データ生成方法、機械学習データ生成装置、分類データ生成プログラム、分類データ生成方法および分類データ生成装置

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
KAMIRAN,Faisal et al.，Data preprocessing techniques for classification without discrimination，Knowledge and Information Systems，2012年10月，<URL:https://link.springer.com/content/pdf/10.1007/s10115-011-0463-8.pdf>
楊 明哲 ほか，機械教示と公平性配慮型機械学習を用いた無意識バイアスの矯正，人工知能学会全国大会論文集，第35回(2021)，日本，一般社団法人 人工知能学会，2021年06月

Also Published As

Publication number Publication date
US20250190876A1 (en) 2025-06-12
WO2024047735A1 (ja) 2024-03-07
EP4583014A1 (en) 2025-07-09
EP4583014A4 (en) 2025-10-15
JPWO2024047735A1 (https=) 2024-03-07

Similar Documents

Publication Publication Date Title
TWI746509B (zh) 信用分的獲取、特徵向量值的輸出方法及其裝置
US20130018921A1 (en) Need-to-know information access using quantified risk
CN114270391B (zh) 量化隐私影响
US10049128B1 (en) Outlier detection in databases
WO2020000631A1 (zh) 虚拟货币价值估算方法、装置、电子设备及存储介质
CN118070327B (zh) 满足差分隐私保护的社交图中距离查询方法及装置
US10140361B2 (en) Text mining device, text mining method, and computer-readable recording medium
JP6445415B2 (ja) 匿名化装置、匿名化方法、プログラム
JP2019211899A (ja) 処理装置、処理方法及びプログラム
JP7768409B2 (ja) 公平性評価プログラム、公平性評価方法、及び、情報処理装置
JP7143599B2 (ja) メタデータ評価装置、メタデータ評価方法、およびメタデータ評価プログラム
JP6556681B2 (ja) 匿名化テーブル生成装置、匿名化テーブル生成方法、プログラム
CN113490938A (zh) 匿名性评价装置、匿名性评价方法、程序
JP6549076B2 (ja) 匿名化テーブル生成装置、匿名化テーブル生成方法、プログラム
JP7548450B2 (ja) 安全性評価指標計算装置、安全性評価指標計算方法、及びプログラム
WO2019019711A1 (zh) 行为模式数据的发布方法、装置、终端设备及介质
CN117436130A (zh) 一种基于差分隐私的有向图数据安全发布方法
JP2023039832A (ja) 抽出プログラム、抽出方法および情報処理装置
EP4092585A1 (en) Control method, control program, and information processing device
JP7634800B2 (ja) 情報処理装置、情報処理方法、及び情報処理プログラム
KR102875886B1 (ko) 밀도 기반 군집화 결과를 차분 프라이버시를 만족하도록 변환하는 장치 및 방법
KR102751506B1 (ko) 개인정보 관리 서버 및 이의 작동 방법
JP5875535B2 (ja) 匿名化装置、匿名化方法、プログラム
Papageorgiou et al. An Enhanced Epidemic Susceptible-Infected-Hospitalized-Recovered-Deceased (SIHRD) Stochastic Model with Emphasis on the Impact of Hospitalizations on Epidemic Evolution
JP7290169B2 (ja) 識別推定リスク評価装置、識別推定リスク評価方法、プログラム

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20250206

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20250206

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20250930

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20251013

R150 Certificate of patent or registration of utility model

Ref document number: 7768409

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150