HK1250066A1 - 數據質量分析 - Google Patents

數據質量分析

Info

Publication number
HK1250066A1
HK1250066A1 HK18109490.6A HK18109490A HK1250066A1 HK 1250066 A1 HK1250066 A1 HK 1250066A1 HK 18109490 A HK18109490 A HK 18109490A HK 1250066 A1 HK1250066 A1 HK 1250066A1
Authority
HK
Hong Kong
Prior art keywords
data quality
quality analysis
analysis
data
quality
Prior art date
Application number
HK18109490.6A
Other languages
English (en)
Inventor
Chuck Spitz
Joel Gould
Original Assignee
Ab Initio Technology Llc
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 Ab Initio Technology Llc filed Critical Ab Initio Technology Llc
Publication of HK1250066A1 publication Critical patent/HK1250066A1/zh

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/197—Version control
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/60—Software deployment
    • G06F8/65—Updates
HK18109490.6A 2015-06-12 2018-07-23 數據質量分析 HK1250066A1 (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562174997P 2015-06-12 2015-06-12
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 (1)

Publication Number Publication Date
HK1250066A1 true HK1250066A1 (zh) 2018-11-23

Family

ID=56178502

Family Applications (1)

Application Number Title Priority Date Filing Date
HK18109490.6A HK1250066A1 (zh) 2015-06-12 2018-07-23 數據質量分析

Country Status (10)

Country Link
US (2) US10409802B2 (zh)
EP (2) EP3839758B1 (zh)
JP (3) JP6707564B2 (zh)
KR (1) KR102033971B1 (zh)
CN (2) CN117807065A (zh)
AU (2) AU2016274791B2 (zh)
CA (2) CA3185178C (zh)
HK (1) HK1250066A1 (zh)
SG (1) SG10201909389VA (zh)
WO (1) WO2016201176A1 (zh)

Families Citing this family (37)

* Cited by examiner, † Cited by third party
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
US10885057B2 (en) * 2016-11-07 2021-01-05 Tableau Software, Inc. Correlated incremental loading of multiple data sets for an interactive data prep application
US11853529B2 (en) 2016-11-07 2023-12-26 Tableau Software, Inc. User interface to prepare and curate data for subsequent analysis
US10185728B2 (en) 2016-12-19 2019-01-22 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
AU2019284379A1 (en) 2018-06-12 2021-01-28 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
BR112021006722A2 (pt) * 2018-10-09 2021-07-27 Tableau Software, Inc. carregamento incremental correlacionado de múltiplos conjuntos de dados para um aplicativo de preparação de dados interativo
US10691304B1 (en) 2018-10-22 2020-06-23 Tableau Software, Inc. Data preparation user interface with conglomerate heterogeneous process flow elements
US11250032B1 (en) 2018-10-22 2022-02-15 Tableau Software, Inc. Data preparation user interface with conditional remapping of data values
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
US20220179835A1 (en) * 2020-12-09 2022-06-09 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
US20230185786A1 (en) * 2021-12-13 2023-06-15 International Business Machines Corporation Detect data standardization gaps
KR20230138074A (ko) 2022-03-23 2023-10-05 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
US11822375B1 (en) * 2023-04-28 2023-11-21 Infosum Limited Systems and methods for partially securing data

Family Cites Families (24)

* Cited by examiner, † Cited by third party
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
US8868580B2 (en) * 2003-09-15 2014-10-21 Ab Initio Technology Llc Data profiling
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
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
JP5643654B2 (ja) * 2008-02-26 2014-12-17 アビニシオ テクノロジー エルエルシー データ関連性のグラフ表現
AU2009322437A1 (en) 2008-12-02 2010-06-10 Ab Initio Technology Llc Visualizing relationships between data elements and graphical representations of data element attributes
CA2764390C (en) * 2009-06-10 2019-02-26 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
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
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
US9063998B2 (en) 2012-10-18 2015-06-23 Oracle International Corporation Associated information propagation 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
US10409802B2 (en) 2015-06-12 2019-09-10 Ab Initio Technology Llc Data quality analysis

Also Published As

Publication number Publication date
JP2020161147A (ja) 2020-10-01
JP2018523195A (ja) 2018-08-16
CN107810500B (zh) 2023-12-08
EP3839758B1 (en) 2022-08-10
WO2016201176A1 (en) 2016-12-15
AU2019253860A1 (en) 2019-11-14
JP6707564B2 (ja) 2020-06-10
AU2016274791B2 (en) 2019-07-25
CA3185178A1 (en) 2016-12-15
KR20180030521A (ko) 2018-03-23
AU2019253860B2 (en) 2021-12-09
CA2988256A1 (en) 2016-12-15
CA3185178C (en) 2023-09-26
AU2016274791A1 (en) 2017-11-30
US20200057757A1 (en) 2020-02-20
EP3308297B1 (en) 2021-03-24
US10409802B2 (en) 2019-09-10
EP3839758A1 (en) 2021-06-23
US11249981B2 (en) 2022-02-15
EP3308297A1 (en) 2018-04-18
JP2023062126A (ja) 2023-05-02
CN107810500A (zh) 2018-03-16
KR102033971B1 (ko) 2019-10-18
CN117807065A (zh) 2024-04-02
US20160364434A1 (en) 2016-12-15
SG10201909389VA (en) 2019-11-28

Similar Documents

Publication Publication Date Title
HK1250066A1 (zh) 數據質量分析
HK1258539A1 (zh) 微瞬間分析
ZA201800071B (en) Agricultural data analysis
HK1251427A1 (zh) 畫像解析
GB2528669B (en) Image Analysis Method
HK1226169A1 (zh) 分析音頻數據
GB2523657B (en) Screening apparatus
EP2998732C0 (en) ANALYSIS METHODS
GB201521271D0 (en) Data processing
IL256717B (en) Data processing
GB201510552D0 (en) Data processing
GB2545248B (en) Data processing
GB2533775B (en) In-band quality data
GB2524130B (en) Analysing Apparatus
PL3391016T3 (pl) Urządzenie próbkujące
ZA202001832B (en) Analytical methods
GB2539410B (en) Data processing
GB2539411B (en) Data processing
GB201509656D0 (en) Data analysis method
GB2542329B (en) Analysis Apparatus
GB2552224B (en) Configuration data
GB2539409B (en) Data processing
GB2539406B (en) Data processing
GB2539407B (en) Data processing
GB2539408B (en) Data processing