KR102033971B1 - 데이터 품질 분석 - Google Patents
데이터 품질 분석 Download PDFInfo
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- KR102033971B1 KR102033971B1 KR1020187001032A KR20187001032A KR102033971B1 KR 102033971 B1 KR102033971 B1 KR 102033971B1 KR 1020187001032 A KR1020187001032 A KR 1020187001032A KR 20187001032 A KR20187001032 A KR 20187001032A KR 102033971 B1 KR102033971 B1 KR 102033971B1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2365—Ensuring data consistency and integrity
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2455—Query execution
- G06F16/24568—Data stream processing; Continuous queries
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/197—Version control
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/60—Software deployment
- G06F8/65—Updates
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Computational Linguistics (AREA)
- Computer Security & Cryptography (AREA)
- Quality & Reliability (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Stored Programmes (AREA)
- Debugging And Monitoring (AREA)
- User Interface Of Digital Computer (AREA)
- Test And Diagnosis Of Digital Computers (AREA)
- Automatic Analysis And Handling Materials Therefor (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201562174997P | 2015-06-12 | 2015-06-12 | |
| US62/174,997 | 2015-06-12 | ||
| US15/175,793 | 2016-06-07 | ||
| US15/175,793 US10409802B2 (en) | 2015-06-12 | 2016-06-07 | Data quality analysis |
| PCT/US2016/036813 WO2016201176A1 (en) | 2015-06-12 | 2016-06-10 | Data quality analysis |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20180030521A KR20180030521A (ko) | 2018-03-23 |
| KR102033971B1 true KR102033971B1 (ko) | 2019-10-18 |
Family
ID=56178502
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020187001032A Active KR102033971B1 (ko) | 2015-06-12 | 2016-06-10 | 데이터 품질 분석 |
Country Status (9)
| Country | Link |
|---|---|
| US (2) | US10409802B2 (enExample) |
| EP (2) | EP3308297B1 (enExample) |
| JP (3) | JP6707564B2 (enExample) |
| KR (1) | KR102033971B1 (enExample) |
| CN (2) | CN117807065A (enExample) |
| AU (2) | AU2016274791B2 (enExample) |
| CA (2) | CA3185178C (enExample) |
| SG (1) | SG10201909389VA (enExample) |
| WO (1) | WO2016201176A1 (enExample) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102240496B1 (ko) * | 2020-04-17 | 2021-04-15 | 주식회사 한국정보기술단 | 데이터 품질 관리 시스템 및 그 방법 |
| KR20230138074A (ko) | 2022-03-23 | 2023-10-05 | 배재대학교 산학협력단 | 데이터 프로파일링을 이용한 학사정보 시스템의 데이터 품질 관리 방법 및 장치 |
Families Citing this family (47)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10409802B2 (en) | 2015-06-12 | 2019-09-10 | Ab Initio Technology Llc | Data quality analysis |
| US9734188B1 (en) * | 2016-01-29 | 2017-08-15 | International Business Machines Corporation | Systematic approach to determine source of data quality issue in data flow in an enterprise |
| US10776740B2 (en) | 2016-06-07 | 2020-09-15 | International Business Machines Corporation | Detecting potential root causes of data quality issues using data lineage graphs |
| US10452625B2 (en) * | 2016-06-30 | 2019-10-22 | Global Ids, Inc. | Data lineage analysis |
| US11960498B2 (en) | 2016-09-29 | 2024-04-16 | Microsoft Technology Licensing, Llc | Systems and methods for dynamically rendering data lineage |
| US10657120B2 (en) * | 2016-10-03 | 2020-05-19 | Bank Of America Corporation | Cross-platform digital data movement control utility and method of use thereof |
| US10242079B2 (en) | 2016-11-07 | 2019-03-26 | Tableau Software, Inc. | Optimizing execution of data transformation flows |
| US11853529B2 (en) | 2016-11-07 | 2023-12-26 | Tableau Software, Inc. | User interface to prepare and curate data for subsequent analysis |
| US10885057B2 (en) * | 2016-11-07 | 2021-01-05 | Tableau Software, Inc. | Correlated incremental loading of multiple data sets for an interactive data prep application |
| CA2989617A1 (en) | 2016-12-19 | 2018-06-19 | Capital One Services, Llc | Systems and methods for providing data quality management |
| US10147040B2 (en) | 2017-01-20 | 2018-12-04 | Alchemy IoT | Device data quality evaluator |
| US10855783B2 (en) * | 2017-01-23 | 2020-12-01 | Adobe Inc. | Communication notification trigger modeling preview |
| US10298465B2 (en) * | 2017-08-01 | 2019-05-21 | Juniper Networks, Inc. | Using machine learning to monitor link quality and predict link faults |
| US10394691B1 (en) | 2017-10-05 | 2019-08-27 | Tableau Software, Inc. | Resolution of data flow errors using the lineage of detected error conditions |
| US10783138B2 (en) * | 2017-10-23 | 2020-09-22 | Google Llc | Verifying structured data |
| US10331660B1 (en) * | 2017-12-22 | 2019-06-25 | Capital One Services, Llc | Generating a data lineage record to facilitate source system and destination system mapping |
| CN110413632B (zh) * | 2018-04-26 | 2023-05-30 | 腾讯科技(深圳)有限公司 | 管理状态的方法、装置、计算机可读介质及电子设备 |
| CA3103470A1 (en) * | 2018-06-12 | 2019-12-19 | Intergraph Corporation | Artificial intelligence applications for computer-aided dispatch systems |
| US10678660B2 (en) * | 2018-06-26 | 2020-06-09 | StreamSets, Inc. | Transformation drift detection and remediation |
| JP7153500B2 (ja) * | 2018-08-09 | 2022-10-14 | 富士通株式会社 | データ管理装置およびデータ推奨プログラム |
| CN113168413B (zh) * | 2018-10-09 | 2022-07-01 | 塔谱软件公司 | 用于交互式数据准备应用的多个数据集的相关增量加载 |
| US11250032B1 (en) | 2018-10-22 | 2022-02-15 | Tableau Software, Inc. | Data preparation user interface with conditional remapping of data values |
| US10691304B1 (en) | 2018-10-22 | 2020-06-23 | Tableau Software, Inc. | Data preparation user interface with conglomerate heterogeneous process flow elements |
| US11704494B2 (en) * | 2019-05-31 | 2023-07-18 | Ab Initio Technology Llc | Discovering a semantic meaning of data fields from profile data of the data fields |
| US11157470B2 (en) * | 2019-06-03 | 2021-10-26 | International Business Machines Corporation | Method and system for data quality delta analysis on a dataset |
| US11100097B1 (en) | 2019-11-12 | 2021-08-24 | Tableau Software, Inc. | Visually defining multi-row table calculations in a data preparation application |
| US11886399B2 (en) | 2020-02-26 | 2024-01-30 | Ab Initio Technology Llc | Generating rules for data processing values of data fields from semantic labels of the data fields |
| US20220059238A1 (en) * | 2020-08-24 | 2022-02-24 | GE Precision Healthcare LLC | Systems and methods for generating data quality indices for patients |
| CN112131303A (zh) * | 2020-09-18 | 2020-12-25 | 天津大学 | 基于神经网络模型的大规模数据沿袭方法 |
| US11277473B1 (en) * | 2020-12-01 | 2022-03-15 | Adp, Llc | Coordinating breaking changes in automatic data exchange |
| US12117978B2 (en) * | 2020-12-09 | 2024-10-15 | Kyndryl, Inc. | Remediation of data quality issues in computer databases |
| KR102608736B1 (ko) * | 2020-12-15 | 2023-12-01 | 주식회사 포티투마루 | 질의에 대한 문서 검색 방법 및 장치 |
| US11921698B2 (en) | 2021-04-12 | 2024-03-05 | Torana Inc. | System and method for data quality assessment |
| US12326852B2 (en) | 2021-04-26 | 2025-06-10 | International Business Machines Corporation | Identifying anomalous transformations using lineage data |
| US12032994B1 (en) | 2021-10-18 | 2024-07-09 | Tableau Software, LLC | Linking outputs for automatic execution of tasks |
| US20230185786A1 (en) * | 2021-12-13 | 2023-06-15 | International Business Machines Corporation | Detect data standardization gaps |
| KR102437098B1 (ko) * | 2022-04-15 | 2022-08-25 | 이찬영 | 인공 지능 기반의 오류 데이터 판정 방법 및 그 장치 |
| US12242441B1 (en) * | 2022-07-11 | 2025-03-04 | Databricks, Inc. | Data lineage tracking |
| CA3268252A1 (en) | 2022-09-20 | 2024-03-28 | Ab Initio Technology Llc | Techniques for discovering and updating the semantic meaning of data fields |
| US12169486B2 (en) * | 2022-10-19 | 2024-12-17 | Snowflake Inc. | File-based error handling during ingestion with transformation |
| US11822375B1 (en) * | 2023-04-28 | 2023-11-21 | Infosum Limited | Systems and methods for partially securing data |
| US12353413B2 (en) | 2023-08-04 | 2025-07-08 | Optum, Inc. | Quality evaluation and augmentation of data provided by a federated query system |
| EP4510001A1 (en) * | 2023-08-15 | 2025-02-19 | AB Initio Technology LLC | Data set evaluation based on data lineage analysis |
| US12417218B2 (en) * | 2023-08-30 | 2025-09-16 | Capital One Services, Llc | Systems and methods for scalable dataset content embedding for improved database searchability |
| US12204538B1 (en) | 2023-09-06 | 2025-01-21 | Optum, Inc. | Dynamically tailored time intervals for federated query system |
| US12393593B2 (en) | 2023-09-12 | 2025-08-19 | Optum, Inc. | Priority-driven federated query-based data caching |
| US12411895B1 (en) | 2024-07-17 | 2025-09-09 | Wells Fargo Bank, N.A. | Rules for data quality support |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20090216728A1 (en) | 2008-02-26 | 2009-08-27 | Jeffrey Brainerd | Graphic representations of data relationships |
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| KR100922141B1 (ko) * | 2003-09-15 | 2009-10-19 | 아브 이니티오 소프트웨어 엘엘시 | 데이터 프로파일링 방법 및 시스템 |
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| US10409802B2 (en) | 2015-06-12 | 2019-09-10 | Ab Initio Technology Llc | Data quality analysis |
-
2016
- 2016-06-07 US US15/175,793 patent/US10409802B2/en active Active
- 2016-06-10 CA CA3185178A patent/CA3185178C/en active Active
- 2016-06-10 EP EP16731466.5A patent/EP3308297B1/en active Active
- 2016-06-10 WO PCT/US2016/036813 patent/WO2016201176A1/en not_active Ceased
- 2016-06-10 CN CN202311630856.2A patent/CN117807065A/zh active Pending
- 2016-06-10 SG SG10201909389V patent/SG10201909389VA/en unknown
- 2016-06-10 EP EP21156728.4A patent/EP3839758B1/en active Active
- 2016-06-10 CA CA2988256A patent/CA2988256A1/en active Pending
- 2016-06-10 JP JP2017559576A patent/JP6707564B2/ja active Active
- 2016-06-10 CN CN201680034382.7A patent/CN107810500B/zh active Active
- 2016-06-10 AU AU2016274791A patent/AU2016274791B2/en active Active
- 2016-06-10 KR KR1020187001032A patent/KR102033971B1/ko active Active
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2019
- 2019-07-17 US US16/513,882 patent/US11249981B2/en active Active
- 2019-10-24 AU AU2019253860A patent/AU2019253860B2/en active Active
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2020
- 2020-05-20 JP JP2020088498A patent/JP7507602B2/ja active Active
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2023
- 2023-02-20 JP JP2023024532A patent/JP7654699B2/ja active Active
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20090216728A1 (en) | 2008-02-26 | 2009-08-27 | Jeffrey Brainerd | Graphic representations of data relationships |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102240496B1 (ko) * | 2020-04-17 | 2021-04-15 | 주식회사 한국정보기술단 | 데이터 품질 관리 시스템 및 그 방법 |
| KR20230138074A (ko) | 2022-03-23 | 2023-10-05 | 배재대학교 산학협력단 | 데이터 프로파일링을 이용한 학사정보 시스템의 데이터 품질 관리 방법 및 장치 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20160364434A1 (en) | 2016-12-15 |
| CN107810500A (zh) | 2018-03-16 |
| JP7654699B2 (ja) | 2025-04-01 |
| KR20180030521A (ko) | 2018-03-23 |
| JP2020161147A (ja) | 2020-10-01 |
| EP3308297B1 (en) | 2021-03-24 |
| CA3185178A1 (en) | 2016-12-15 |
| CN117807065A (zh) | 2024-04-02 |
| CA3185178C (en) | 2023-09-26 |
| SG10201909389VA (en) | 2019-11-28 |
| AU2016274791B2 (en) | 2019-07-25 |
| EP3839758A1 (en) | 2021-06-23 |
| AU2019253860B2 (en) | 2021-12-09 |
| JP6707564B2 (ja) | 2020-06-10 |
| JP2018523195A (ja) | 2018-08-16 |
| JP2023062126A (ja) | 2023-05-02 |
| US11249981B2 (en) | 2022-02-15 |
| EP3308297A1 (en) | 2018-04-18 |
| US10409802B2 (en) | 2019-09-10 |
| CA2988256A1 (en) | 2016-12-15 |
| HK1250066A1 (zh) | 2018-11-23 |
| WO2016201176A1 (en) | 2016-12-15 |
| JP7507602B2 (ja) | 2024-06-28 |
| US20200057757A1 (en) | 2020-02-20 |
| CN107810500B (zh) | 2023-12-08 |
| AU2016274791A1 (en) | 2017-11-30 |
| AU2019253860A1 (en) | 2019-11-14 |
| EP3839758B1 (en) | 2022-08-10 |
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