SG11201900470SA - Modeling method and device for evaluation model - Google Patents
Modeling method and device for evaluation modelInfo
- Publication number
- SG11201900470SA SG11201900470SA SG11201900470SA SG11201900470SA SG11201900470SA SG 11201900470S A SG11201900470S A SG 11201900470SA SG 11201900470S A SG11201900470S A SG 11201900470SA SG 11201900470S A SG11201900470S A SG 11201900470SA SG 11201900470S A SG11201900470S A SG 11201900470SA
- Authority
- SG
- Singapore
- Prior art keywords
- modeling
- model
- evaluation model
- scenario
- scenarios
- 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
- G06Q10/067—Enterprise or organisation modelling
-
- 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
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- 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
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
-
- 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
- G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
-
- 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
Abstract
The present application provides a modeling method and device for an evaluation model. The method includes: separately collecting modeling samples from multiple modeling scenarios, where the modeling sample includes a scenario variable and several basic variables, and the scenario variable indicates a modeling scenario that the modeling sample belongs to; creating a modeling sample set based on the modeling samples collected from the multiple modeling scenarios; and training an evaluation model based on the modeling samples in the modeling sample set, where the evaluation model is an additive model, and the evaluation model is obtained by adding a model portion formed by basic variables and a model por tion formed by 10 scenario variables. In the present application, modeling complexity can be reduced, so that a score obtained based on the model is applicable to different service scenarios. 22
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610581457.5A CN107644279A (en) | 2016-07-21 | 2016-07-21 | The modeling method and device of evaluation model |
PCT/CN2017/092912 WO2018014786A1 (en) | 2016-07-21 | 2017-07-14 | Modeling method and device for evaluation model |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201900470SA true SG11201900470SA (en) | 2019-02-27 |
Family
ID=60991922
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201900470SA SG11201900470SA (en) | 2016-07-21 | 2017-07-14 | Modeling method and device for evaluation model |
Country Status (8)
Country | Link |
---|---|
US (2) | US20190156417A1 (en) |
EP (1) | EP3489869A4 (en) |
JP (1) | JP6749468B2 (en) |
KR (1) | KR102233589B1 (en) |
CN (1) | CN107644279A (en) |
SG (1) | SG11201900470SA (en) |
TW (1) | TWI673669B (en) |
WO (1) | WO2018014786A1 (en) |
Families Citing this family (22)
Publication number | Priority date | Publication date | Assignee | Title |
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US10896421B2 (en) | 2014-04-02 | 2021-01-19 | Brighterion, Inc. | Smart retail analytics and commercial messaging |
US20180053114A1 (en) | 2014-10-23 | 2018-02-22 | Brighterion, Inc. | Artificial intelligence for context classifier |
US20150066771A1 (en) | 2014-08-08 | 2015-03-05 | Brighterion, Inc. | Fast access vectors in real-time behavioral profiling |
US20160055427A1 (en) | 2014-10-15 | 2016-02-25 | Brighterion, Inc. | Method for providing data science, artificial intelligence and machine learning as-a-service |
US20150032589A1 (en) | 2014-08-08 | 2015-01-29 | Brighterion, Inc. | Artificial intelligence fraud management solution |
US20150339673A1 (en) | 2014-10-28 | 2015-11-26 | Brighterion, Inc. | Method for detecting merchant data breaches with a computer network server |
US20160063502A1 (en) | 2014-10-15 | 2016-03-03 | Brighterion, Inc. | Method for improving operating profits with better automated decision making with artificial intelligence |
US20160078367A1 (en) | 2014-10-15 | 2016-03-17 | Brighterion, Inc. | Data clean-up method for improving predictive model training |
US11080709B2 (en) | 2014-10-15 | 2021-08-03 | Brighterion, Inc. | Method of reducing financial losses in multiple payment channels upon a recognition of fraud first appearing in any one payment channel |
US10546099B2 (en) | 2014-10-15 | 2020-01-28 | Brighterion, Inc. | Method of personalizing, individualizing, and automating the management of healthcare fraud-waste-abuse to unique individual healthcare providers |
US20160071017A1 (en) | 2014-10-15 | 2016-03-10 | Brighterion, Inc. | Method of operating artificial intelligence machines to improve predictive model training and performance |
US10290001B2 (en) | 2014-10-28 | 2019-05-14 | Brighterion, Inc. | Data breach detection |
US10671915B2 (en) | 2015-07-31 | 2020-06-02 | Brighterion, Inc. | Method for calling for preemptive maintenance and for equipment failure prevention |
US20190311428A1 (en) * | 2018-04-07 | 2019-10-10 | Brighterion, Inc. | Credit risk and default prediction by smart agents |
US20190342297A1 (en) | 2018-05-01 | 2019-11-07 | Brighterion, Inc. | Securing internet-of-things with smart-agent technology |
SG11202008619PA (en) * | 2018-05-31 | 2020-10-29 | Simplecredit Micro Lending Co Ltd | Adjusting Method and Adjusting Device, Server and Storage Medium for Scorecard Model |
US11694124B2 (en) * | 2019-06-14 | 2023-07-04 | Accenture Global Solutions Limited | Artificial intelligence (AI) based predictions and recommendations for equipment |
CN111882140A (en) * | 2019-12-17 | 2020-11-03 | 马上消费金融股份有限公司 | Risk evaluation method, model training method, device, equipment and storage medium |
CN113055208B (en) * | 2019-12-27 | 2023-01-13 | 中移信息技术有限公司 | Method, device and equipment for identifying information identification model based on transfer learning |
CN112766558A (en) * | 2021-01-13 | 2021-05-07 | 深圳前海微众银行股份有限公司 | Modeling sample generation method, device, equipment and computer readable storage medium |
CN112906772A (en) * | 2021-02-04 | 2021-06-04 | 深圳前海微众银行股份有限公司 | Sample processing method, device, equipment and computer readable storage medium |
CN114139595A (en) * | 2021-09-30 | 2022-03-04 | 光大科技有限公司 | Grading card model training method and device |
Family Cites Families (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20060015377A1 (en) * | 2004-07-14 | 2006-01-19 | General Electric Company | Method and system for detecting business behavioral patterns related to a business entity |
CN101493913A (en) * | 2008-01-23 | 2009-07-29 | 阿里巴巴集团控股有限公司 | Method and system for assessing user credit in internet |
US8521659B2 (en) * | 2008-08-14 | 2013-08-27 | The United States Of America, As Represented By The Secretary Of The Navy | Systems and methods of discovering mixtures of models within data and probabilistic classification of data according to the model mixture |
JP5175903B2 (en) * | 2009-08-31 | 2013-04-03 | アクセンチュア グローバル サービスィズ ゲーエムベーハー | Adaptive analysis multidimensional processing system |
US20110153480A1 (en) * | 2009-12-23 | 2011-06-23 | Rainer Zinow | Authenticating Financial Information of A Commercial Enterprise |
US20120209880A1 (en) * | 2011-02-15 | 2012-08-16 | General Electric Company | Method of constructing a mixture model |
US8370280B1 (en) * | 2011-07-14 | 2013-02-05 | Google Inc. | Combining predictive models in predictive analytical modeling |
CN102711177A (en) * | 2012-04-26 | 2012-10-03 | 北京邮电大学 | Service prediction based load balancing method |
US10366362B1 (en) * | 2012-10-18 | 2019-07-30 | Featuremetrics, LLC | Feature based modeling for forecasting and optimization |
CN105556552A (en) * | 2013-03-13 | 2016-05-04 | 加迪安分析有限公司 | Fraud detection and analysis |
US20140279784A1 (en) * | 2013-03-14 | 2014-09-18 | Kxen, Inc. | Partial predictive modeling |
KR101563406B1 (en) * | 2013-12-13 | 2015-10-26 | 건국대학교 산학협력단 | System and method for large unbalanced data classification based on hadoop |
JP6432859B2 (en) * | 2014-08-27 | 2018-12-05 | 株式会社フューチャーアイ | Service providing system and program |
US9990639B1 (en) * | 2014-12-02 | 2018-06-05 | Trulia, Llc | Automatic detection of fraudulent real estate listings |
CN104866969A (en) * | 2015-05-25 | 2015-08-26 | 百度在线网络技术(北京)有限公司 | Personal credit data processing method and device |
US10339470B1 (en) * | 2015-12-11 | 2019-07-02 | Amazon Technologies, Inc. | Techniques for generating machine learning training data |
-
2016
- 2016-07-21 CN CN201610581457.5A patent/CN107644279A/en active Pending
-
2017
- 2017-06-07 TW TW106118913A patent/TWI673669B/en active
- 2017-07-14 KR KR1020197005189A patent/KR102233589B1/en active IP Right Grant
- 2017-07-14 JP JP2019503322A patent/JP6749468B2/en active Active
- 2017-07-14 SG SG11201900470SA patent/SG11201900470SA/en unknown
- 2017-07-14 WO PCT/CN2017/092912 patent/WO2018014786A1/en unknown
- 2017-07-14 EP EP17830420.0A patent/EP3489869A4/en not_active Ceased
-
2019
- 2019-01-18 US US16/251,741 patent/US20190156417A1/en not_active Abandoned
- 2019-12-20 US US16/723,606 patent/US20200143467A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
JP2019527434A (en) | 2019-09-26 |
WO2018014786A1 (en) | 2018-01-25 |
TWI673669B (en) | 2019-10-01 |
JP6749468B2 (en) | 2020-09-02 |
US20200143467A1 (en) | 2020-05-07 |
EP3489869A1 (en) | 2019-05-29 |
EP3489869A4 (en) | 2019-05-29 |
CN107644279A (en) | 2018-01-30 |
TW201804401A (en) | 2018-02-01 |
US20190156417A1 (en) | 2019-05-23 |
KR102233589B1 (en) | 2021-03-31 |
KR20190032495A (en) | 2019-03-27 |
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