SG11202001318XA - Graphical structure model-based method, apparatus, and device for credit risk control - Google Patents
Graphical structure model-based method, apparatus, and device for credit risk controlInfo
- Publication number
- SG11202001318XA SG11202001318XA SG11202001318XA SG11202001318XA SG11202001318XA SG 11202001318X A SG11202001318X A SG 11202001318XA SG 11202001318X A SG11202001318X A SG 11202001318XA SG 11202001318X A SG11202001318X A SG 11202001318XA SG 11202001318X A SG11202001318X A SG 11202001318XA
- Authority
- SG
- Singapore
- Prior art keywords
- based method
- structure model
- risk control
- credit risk
- graphical structure
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0635—Risk analysis of enterprise or organisation activities
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/03—Credit; Loans; Processing thereof
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Human Resources & Organizations (AREA)
- Strategic Management (AREA)
- Economics (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Finance (AREA)
- General Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Development Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Algebra (AREA)
- Probability & Statistics with Applications (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Technology Law (AREA)
- Tourism & Hospitality (AREA)
- Computational Mathematics (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Medical Informatics (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Evolutionary Biology (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711349800.4A CN109934697A (en) | 2017-12-15 | 2017-12-15 | A kind of credit risk control method, device and equipment based on graph structure model |
PCT/CN2018/110730 WO2019114412A1 (en) | 2017-12-15 | 2018-10-18 | Graphical structure model-based method for credit risk control, and device and equipment |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11202001318XA true SG11202001318XA (en) | 2020-03-30 |
Family
ID=66819563
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11202001318XA SG11202001318XA (en) | 2017-12-15 | 2018-10-18 | Graphical structure model-based method, apparatus, and device for credit risk control |
Country Status (6)
Country | Link |
---|---|
US (1) | US11526936B2 (en) |
EP (1) | EP3690787A4 (en) |
CN (1) | CN109934697A (en) |
SG (1) | SG11202001318XA (en) |
TW (1) | TWI715880B (en) |
WO (1) | WO2019114412A1 (en) |
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CN110516915B (en) * | 2019-08-02 | 2023-07-04 | 创新先进技术有限公司 | Service node training and evaluating method and device and electronic equipment |
CN110968701A (en) * | 2019-11-05 | 2020-04-07 | 量子数聚(北京)科技有限公司 | Relationship map establishing method, device and equipment for graph neural network |
CN111222681A (en) * | 2019-11-05 | 2020-06-02 | 量子数聚(北京)科技有限公司 | Data processing method, device, equipment and storage medium for enterprise bankruptcy risk prediction |
CN111178615B (en) * | 2019-12-24 | 2023-10-27 | 成都数联铭品科技有限公司 | Method and system for constructing enterprise risk identification model |
CN111275071B (en) * | 2020-01-06 | 2022-06-10 | 支付宝(杭州)信息技术有限公司 | Prediction model training method, prediction device and electronic equipment |
CN111275176B (en) * | 2020-02-27 | 2023-09-26 | 支付宝(杭州)信息技术有限公司 | Distributed computing method and distributed computing system |
CN111598408B (en) * | 2020-04-23 | 2023-04-18 | 成都数之联科技股份有限公司 | Construction method and application of trade information risk early warning model |
CN111611531B (en) * | 2020-05-20 | 2023-11-21 | 杭州中奥科技有限公司 | Personnel relationship analysis method and device and electronic equipment |
CN111611530B (en) * | 2020-05-20 | 2023-11-17 | 杭州中奥科技有限公司 | Case and personnel relationship analysis method and device and electronic equipment |
CN111861119B (en) * | 2020-06-17 | 2023-07-11 | 国家计算机网络与信息安全管理中心 | Enterprise risk data processing method and device based on enterprise risk association graph |
CN114358893A (en) * | 2020-09-30 | 2022-04-15 | 航天信息股份有限公司 | Tax-related risk enterprise identification method and device |
CN112417060A (en) * | 2020-11-19 | 2021-02-26 | 中国建设银行股份有限公司 | Method, device, equipment and computer readable medium for identifying enterprise relationship |
CN112364182B (en) * | 2020-12-09 | 2024-07-09 | 交通银行股份有限公司 | Enterprise risk conduction prediction method, equipment and storage medium based on graph characteristics |
CN113159084B (en) * | 2020-12-18 | 2024-04-19 | 国家电网有限公司大数据中心 | Method and device for determining empty shell enterprises and method and device for monitoring empty shell enterprises |
CN112785320B (en) * | 2021-02-01 | 2023-09-19 | 北京互金新融科技有限公司 | Credit risk determination method and device, storage medium and electronic equipment |
CN112950344A (en) * | 2021-02-26 | 2021-06-11 | 平安国际智慧城市科技股份有限公司 | Data evaluation method and device, electronic equipment and storage medium |
CN113689285B (en) * | 2021-08-18 | 2024-04-26 | 深圳前海微众银行股份有限公司 | Method, device, equipment and storage medium for detecting user characteristics |
CN114118526A (en) * | 2021-10-29 | 2022-03-01 | 中国建设银行股份有限公司 | Enterprise risk prediction method, device, equipment and storage medium |
CN114282731A (en) * | 2021-12-27 | 2022-04-05 | 深圳前海微众银行股份有限公司 | Risk model training method, device, equipment and storage medium |
CN114676927B (en) * | 2022-04-08 | 2024-09-24 | 北京百度网讯科技有限公司 | Risk prediction method and apparatus, electronic device, and computer-readable storage medium |
CN114943307B (en) * | 2022-06-28 | 2024-09-06 | 支付宝(杭州)信息技术有限公司 | Model training method and device, storage medium and electronic equipment |
CN116882767B (en) * | 2023-09-08 | 2024-01-05 | 之江实验室 | Risk prediction method and device based on imperfect heterogeneous relation network diagram |
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-
2017
- 2017-12-15 CN CN201711349800.4A patent/CN109934697A/en active Pending
-
2018
- 2018-10-12 TW TW107135932A patent/TWI715880B/en active
- 2018-10-18 EP EP18888429.0A patent/EP3690787A4/en not_active Withdrawn
- 2018-10-18 SG SG11202001318XA patent/SG11202001318XA/en unknown
- 2018-10-18 WO PCT/CN2018/110730 patent/WO2019114412A1/en unknown
-
2020
- 2020-02-28 US US16/805,538 patent/US11526936B2/en active Active
Also Published As
Publication number | Publication date |
---|---|
EP3690787A4 (en) | 2020-09-02 |
EP3690787A1 (en) | 2020-08-05 |
US11526936B2 (en) | 2022-12-13 |
WO2019114412A1 (en) | 2019-06-20 |
TW201928848A (en) | 2019-07-16 |
TWI715880B (en) | 2021-01-11 |
US20200202428A1 (en) | 2020-06-25 |
CN109934697A (en) | 2019-06-25 |
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