JP6707564B2 - データ品質分析 - Google Patents
データ品質分析 Download PDFInfo
- Publication number
- JP6707564B2 JP6707564B2 JP2017559576A JP2017559576A JP6707564B2 JP 6707564 B2 JP6707564 B2 JP 6707564B2 JP 2017559576 A JP2017559576 A JP 2017559576A JP 2017559576 A JP2017559576 A JP 2017559576A JP 6707564 B2 JP6707564 B2 JP 6707564B2
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- 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.)
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Classifications
-
- 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
Landscapes
- 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)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020088498A JP7507602B2 (ja) | 2015-06-12 | 2020-05-20 | データ品質分析 |
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 |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020088498A Division JP7507602B2 (ja) | 2015-06-12 | 2020-05-20 | データ品質分析 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2018523195A JP2018523195A (ja) | 2018-08-16 |
| JP2018523195A5 JP2018523195A5 (enExample) | 2019-07-11 |
| JP6707564B2 true JP6707564B2 (ja) | 2020-06-10 |
Family
ID=56178502
Family Applications (3)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2017559576A Active JP6707564B2 (ja) | 2015-06-12 | 2016-06-10 | データ品質分析 |
| JP2020088498A Active JP7507602B2 (ja) | 2015-06-12 | 2020-05-20 | データ品質分析 |
| JP2023024532A Active JP7654699B2 (ja) | 2015-06-12 | 2023-02-20 | データ品質分析 |
Family Applications After (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020088498A Active JP7507602B2 (ja) | 2015-06-12 | 2020-05-20 | データ品質分析 |
| JP2023024532A Active JP7654699B2 (ja) | 2015-06-12 | 2023-02-20 | データ品質分析 |
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) |
Families Citing this family (49)
| 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 |
| KR102240496B1 (ko) * | 2020-04-17 | 2021-04-15 | 주식회사 한국정보기술단 | 데이터 품질 관리 시스템 및 그 방법 |
| 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 |
| KR102833351B1 (ko) | 2022-03-23 | 2025-07-10 | 배재대학교 산학협력단 | 데이터 프로파일링을 이용한 학사정보 시스템의 데이터 품질 관리 방법 및 장치 |
| 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 |
Family Cites Families (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5966072A (en) | 1996-07-02 | 1999-10-12 | Ab Initio Software Corporation | Executing computations expressed as graphs |
| CN1853181A (zh) * | 2003-09-15 | 2006-10-25 | Ab开元软件公司 | 数据归档 |
| KR100922141B1 (ko) * | 2003-09-15 | 2009-10-19 | 아브 이니티오 소프트웨어 엘엘시 | 데이터 프로파일링 방법 및 시스템 |
| US7328428B2 (en) * | 2003-09-23 | 2008-02-05 | Trivergent Technologies, Inc. | System and method for generating data validation rules |
| US7743420B2 (en) * | 2003-12-02 | 2010-06-22 | Imperva, Inc. | Dynamic learning method and adaptive normal behavior profile (NBP) architecture for providing fast protection of enterprise applications |
| KR100582896B1 (ko) | 2004-01-28 | 2006-05-24 | 삼성전자주식회사 | 소프트웨어 버전 자동 관리 시스템 및 버전 관리 방법 |
| US7716630B2 (en) | 2005-06-27 | 2010-05-11 | Ab Initio Technology Llc | Managing parameters for graph-based computations |
| US20070174234A1 (en) | 2006-01-24 | 2007-07-26 | International Business Machines Corporation | Data quality and validation within a relational database management system |
| JP2008265618A (ja) * | 2007-04-23 | 2008-11-06 | Toyota Motor Corp | 車載電子制御装置 |
| AU2009219299B2 (en) * | 2008-02-26 | 2015-05-07 | Ab Initio Technology Llc | Graphic representations of data relationships |
| CN101425078A (zh) | 2008-11-17 | 2009-05-06 | 阿里巴巴集团控股有限公司 | 一种软件源代码的更新方法及装置 |
| WO2010065623A1 (en) * | 2008-12-02 | 2010-06-10 | Ab Initio Software Llc | Visualizing relationships between data elements and graphical representations of data element attributes |
| EP2440882B1 (en) * | 2009-06-10 | 2020-02-12 | Ab Initio Technology LLC | Generating test data |
| KR101688555B1 (ko) * | 2009-09-16 | 2016-12-21 | 아브 이니티오 테크놀로지 엘엘시 | 데이터세트 요소의 매핑 |
| JP2011253491A (ja) * | 2010-06-04 | 2011-12-15 | Toshiba Corp | プラント異常検知装置,プラント異常検知装置方法,およびプログラム |
| US8819010B2 (en) | 2010-06-28 | 2014-08-26 | International Business Machines Corporation | Efficient representation of data lineage information |
| JP5331774B2 (ja) * | 2010-10-22 | 2013-10-30 | 株式会社日立パワーソリューションズ | 設備状態監視方法およびその装置並びに設備状態監視用プログラム |
| JP2012146241A (ja) | 2011-01-14 | 2012-08-02 | Canon Inc | ソフトウェアアップデート方法、ソフトウェアアップデート装置、及びソフトウェアアップデートプログラム |
| US10013439B2 (en) | 2011-06-27 | 2018-07-03 | International Business Machines Corporation | Automatic generation of instantiation rules to determine quality of data migration |
| US9330148B2 (en) | 2011-06-30 | 2016-05-03 | International Business Machines Corporation | Adapting data quality rules based upon user application requirements |
| US8812411B2 (en) * | 2011-11-03 | 2014-08-19 | Microsoft Corporation | Domains for knowledge-based data quality solution |
| US9202174B2 (en) * | 2013-01-28 | 2015-12-01 | Daniel A Dooley | Automated tracker and analyzer |
| US10489360B2 (en) | 2012-10-17 | 2019-11-26 | Ab Initio Technology Llc | Specifying and applying rules to data |
| US9075860B2 (en) * | 2012-10-18 | 2015-07-07 | Oracle International Corporation | Data lineage system |
| US9569342B2 (en) * | 2012-12-20 | 2017-02-14 | Microsoft Technology Licensing, Llc | Test strategy for profile-guided code execution optimizers |
| US9558230B2 (en) | 2013-02-12 | 2017-01-31 | International Business Machines Corporation | Data quality assessment |
| US9576036B2 (en) * | 2013-03-15 | 2017-02-21 | International Business Machines Corporation | Self-analyzing data processing job to determine data quality issues |
| US9256656B2 (en) | 2013-08-20 | 2016-02-09 | International Business Machines Corporation | Determining reliability of data reports |
| JP2014006933A (ja) | 2013-10-11 | 2014-01-16 | Ricoh Co Ltd | 情報処理装置、機器、情報処理システム、インストール支援方法、及びインストール支援プログラム |
| 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
-
2019
- 2019-07-17 US US16/513,882 patent/US11249981B2/en active Active
- 2019-10-24 AU AU2019253860A patent/AU2019253860B2/en active Active
-
2020
- 2020-05-20 JP JP2020088498A patent/JP7507602B2/ja active Active
-
2023
- 2023-02-20 JP JP2023024532A patent/JP7654699B2/ja active Active
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 |
| KR102033971B1 (ko) | 2019-10-18 |
| EP3839758A1 (en) | 2021-06-23 |
| AU2019253860B2 (en) | 2021-12-09 |
| 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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