WO2003040892A3 - Method and system for root cause analysis of structured and unstructured data - Google Patents

Method and system for root cause analysis of structured and unstructured data Download PDF

Info

Publication number
WO2003040892A3
WO2003040892A3 PCT/US2002/036046 US0236046W WO03040892A3 WO 2003040892 A3 WO2003040892 A3 WO 2003040892A3 US 0236046 W US0236046 W US 0236046W WO 03040892 A3 WO03040892 A3 WO 03040892A3
Authority
WO
WIPO (PCT)
Prior art keywords
structured
root cause
unstructured data
information
cause analysis
Prior art date
Application number
PCT/US2002/036046
Other languages
French (fr)
Other versions
WO2003040892A2 (en
Inventor
Michael H Chen
Ronald Hildebrandt
Stan N Stukov
Original Assignee
Enkata Technologies Inc
Michael H Chen
Ronald Hildebrandt
Stan N Stukov
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 Enkata Technologies Inc, Michael H Chen, Ronald Hildebrandt, Stan N Stukov filed Critical Enkata Technologies Inc
Priority to AU2002352603A priority Critical patent/AU2002352603A1/en
Priority to GB0409946A priority patent/GB2399666A/en
Publication of WO2003040892A2 publication Critical patent/WO2003040892A2/en
Publication of WO2003040892A3 publication Critical patent/WO2003040892A3/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0283Price estimation or determination
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/35Clustering; Classification
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0635Risk analysis of enterprise or organisation activities
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2216/00Indexing scheme relating to additional aspects of information retrieval not explicitly covered by G06F16/00 and subgroups
    • G06F2216/03Data mining

Abstract

A system includes a real process (101), which can be a portion of a service processes, sales marketing, manufacturing processes, and any other processes required to support a business. The real process often has information that is derived from the process directly or indirectly. The real process often has information that is derived from the process directly or indirectly. The real process often includes structured and unstructured information, which are difficult to filter and/or understand. The information is often stored in databases (103), (105), (107) and (109).
PCT/US2002/036046 2001-11-07 2002-11-07 Method and system for root cause analysis of structured and unstructured data WO2003040892A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
AU2002352603A AU2002352603A1 (en) 2001-11-07 2002-11-07 Method and system for root cause analysis of structured and unstructured data
GB0409946A GB2399666A (en) 2001-11-07 2002-11-07 Method and system for root cause analysis of structured and instructured data

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US33735601P 2001-11-07 2001-11-07
US60/337,356 2001-11-07

Publications (2)

Publication Number Publication Date
WO2003040892A2 WO2003040892A2 (en) 2003-05-15
WO2003040892A3 true WO2003040892A3 (en) 2003-10-30

Family

ID=23320233

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2002/036046 WO2003040892A2 (en) 2001-11-07 2002-11-07 Method and system for root cause analysis of structured and unstructured data

Country Status (4)

Country Link
US (1) US20030149586A1 (en)
AU (1) AU2002352603A1 (en)
GB (1) GB2399666A (en)
WO (1) WO2003040892A2 (en)

Families Citing this family (63)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6970881B1 (en) 2001-05-07 2005-11-29 Intelligenxia, Inc. Concept-based method and system for dynamically analyzing unstructured information
US7536413B1 (en) 2001-05-07 2009-05-19 Ixreveal, Inc. Concept-based categorization of unstructured objects
USRE46973E1 (en) 2001-05-07 2018-07-31 Ureveal, Inc. Method, system, and computer program product for concept-based multi-dimensional analysis of unstructured information
US7194483B1 (en) 2001-05-07 2007-03-20 Intelligenxia, Inc. Method, system, and computer program product for concept-based multi-dimensional analysis of unstructured information
US8589413B1 (en) 2002-03-01 2013-11-19 Ixreveal, Inc. Concept-based method and system for dynamically analyzing results from search engines
US7120643B2 (en) * 2002-11-19 2006-10-10 International Business Machines Corporation Method, system, and storage medium for creating and maintaining an enterprise architecture
EP1588277A4 (en) * 2002-12-06 2007-04-25 Attensity Corp Systems and methods for providing a mixed data integration service
US7418449B2 (en) * 2003-07-25 2008-08-26 Enkata Technologies System and method for efficient enrichment of business data
WO2005022417A2 (en) * 2003-08-27 2005-03-10 Ascential Software Corporation Methods and systems for real time integration services
US7813916B2 (en) 2003-11-18 2010-10-12 University Of Utah Acquisition and application of contextual role knowledge for coreference resolution
US20090006156A1 (en) * 2007-01-26 2009-01-01 Herbert Dennis Hunt Associating a granting matrix with an analytic platform
US20060100610A1 (en) 2004-03-05 2006-05-11 Wallace Daniel T Methods using a robotic catheter system
US7976539B2 (en) 2004-03-05 2011-07-12 Hansen Medical, Inc. System and method for denaturing and fixing collagenous tissue
US8321465B2 (en) * 2004-11-14 2012-11-27 Bloomberg Finance L.P. Systems and methods for data coding, transmission, storage and decoding
US7849049B2 (en) 2005-07-05 2010-12-07 Clarabridge, Inc. Schema and ETL tools for structured and unstructured data
US7849048B2 (en) 2005-07-05 2010-12-07 Clarabridge, Inc. System and method of making unstructured data available to structured data analysis tools
US20070022000A1 (en) * 2005-07-22 2007-01-25 Accenture Llp Data analysis using graphical visualization
US8214227B2 (en) * 2005-10-07 2012-07-03 Cerner Innovation, Inc. Optimized practice process model for clinical process improvement
US8112291B2 (en) * 2005-10-07 2012-02-07 Cerner Innovation, Inc. User interface for prioritizing opportunities for clinical process improvement
US20070083386A1 (en) * 2005-10-07 2007-04-12 Cerner Innovation,Inc. Opportunity-Based Clinical Process Optimization
US20070083391A1 (en) * 2005-10-07 2007-04-12 Cerner Innovation, Inc Measuring Performance Improvement for a Clinical Process
US8078480B2 (en) * 2005-10-07 2011-12-13 Cerner Innovation, Inc. Method and system for prioritizing opportunities for clinical process improvement
US20070083390A1 (en) * 2005-10-07 2007-04-12 Cerner Innovation Inc. Monitoring Clinical Processes for Process Optimization
US8060381B2 (en) * 2005-10-07 2011-11-15 Cerner Innovation, Inc. User interface for analyzing opportunities for clinical process improvement
EP1952280B8 (en) 2005-10-11 2016-11-30 Ureveal, Inc. System, method&computer program product for concept based searching&analysis
US7500142B1 (en) * 2005-12-20 2009-03-03 International Business Machines Corporation Preliminary classification of events to facilitate cause-based analysis
US7676485B2 (en) * 2006-01-20 2010-03-09 Ixreveal, Inc. Method and computer program product for converting ontologies into concept semantic networks
US7995725B1 (en) 2006-05-11 2011-08-09 West Corporation Compilation, analysis, and graphic representation of call data
US8595245B2 (en) * 2006-07-26 2013-11-26 Xerox Corporation Reference resolution for text enrichment and normalization in mining mixed data
US7610299B2 (en) * 2006-11-30 2009-10-27 International Business Machines Corporation Method of processing data
US9390158B2 (en) * 2007-01-26 2016-07-12 Information Resources, Inc. Dimensional compression using an analytic platform
US20090006788A1 (en) * 2007-01-26 2009-01-01 Herbert Dennis Hunt Associating a flexible data hierarchy with an availability condition in a granting matrix
US20090006309A1 (en) * 2007-01-26 2009-01-01 Herbert Dennis Hunt Cluster processing of an aggregated dataset
US9262503B2 (en) 2007-01-26 2016-02-16 Information Resources, Inc. Similarity matching of products based on multiple classification schemes
US8160984B2 (en) 2007-01-26 2012-04-17 Symphonyiri Group, Inc. Similarity matching of a competitor's products
US10621203B2 (en) * 2007-01-26 2020-04-14 Information Resources, Inc. Cross-category view of a dataset using an analytic platform
US8504598B2 (en) 2007-01-26 2013-08-06 Information Resources, Inc. Data perturbation of non-unique values
US20080288522A1 (en) * 2007-01-26 2008-11-20 Herbert Dennis Hunt Creating and storing a data field alteration datum using an analytic platform
US20080270312A1 (en) * 2007-04-24 2008-10-30 Microsoft Corporation Taxonomy extension generation and management
US20090024356A1 (en) * 2007-07-16 2009-01-22 Microsoft Corporation Determination of root cause(s) of symptoms using stochastic gradient descent
US20090319334A1 (en) * 2008-06-19 2009-12-24 Infosys Technologies Ltd. Integrating enterprise data and syndicated data
US7916295B2 (en) * 2008-09-03 2011-03-29 Macronix International Co., Ltd. Alignment mark and method of getting position reference for wafer
US20100162029A1 (en) * 2008-12-19 2010-06-24 Caterpillar Inc. Systems and methods for process improvement in production environments
US9245243B2 (en) 2009-04-14 2016-01-26 Ureveal, Inc. Concept-based analysis of structured and unstructured data using concept inheritance
US8688606B2 (en) * 2011-01-24 2014-04-01 International Business Machines Corporation Smarter business intelligence systems
US20130173332A1 (en) * 2011-12-29 2013-07-04 Tom Thuy Ho Architecture for root cause analysis, prediction, and modeling and methods therefor
US20130030760A1 (en) * 2011-07-27 2013-01-31 Tom Thuy Ho Architecture for analysis and prediction of integrated tool-related and material-related data and methods therefor
US11587172B1 (en) 2011-11-14 2023-02-21 Economic Alchemy Inc. Methods and systems to quantify and index sentiment risk in financial markets and risk management contracts thereon
US10372741B2 (en) 2012-03-02 2019-08-06 Clarabridge, Inc. Apparatus for automatic theme detection from unstructured data
US10740692B2 (en) 2017-10-17 2020-08-11 Servicenow, Inc. Machine-learning and deep-learning techniques for predictive ticketing in information technology systems
US11416325B2 (en) 2012-03-13 2022-08-16 Servicenow, Inc. Machine-learning and deep-learning techniques for predictive ticketing in information technology systems
US10600002B2 (en) 2016-08-04 2020-03-24 Loom Systems LTD. Machine learning techniques for providing enriched root causes based on machine-generated data
US9037481B2 (en) * 2012-06-11 2015-05-19 Hartford Fire Insurance Company System and method for intelligent customer data analytics
US20140297334A1 (en) * 2013-04-02 2014-10-02 Linda F. Hibbert System and method for macro level strategic planning
US9971764B2 (en) 2013-07-26 2018-05-15 Genesys Telecommunications Laboratories, Inc. System and method for discovering and exploring concepts
US10061822B2 (en) * 2013-07-26 2018-08-28 Genesys Telecommunications Laboratories, Inc. System and method for discovering and exploring concepts and root causes of events
US20150317337A1 (en) * 2014-05-05 2015-11-05 General Electric Company Systems and Methods for Identifying and Driving Actionable Insights from Data
SG10201406215YA (en) * 2014-09-30 2016-04-28 Mentorica Technology Pte Ltd Systems and methods for automated data analysis and customer relationship management
US10963634B2 (en) 2016-08-04 2021-03-30 Servicenow, Inc. Cross-platform classification of machine-generated textual data
US10789119B2 (en) 2016-08-04 2020-09-29 Servicenow, Inc. Determining root-cause of failures based on machine-generated textual data
US11222076B2 (en) * 2017-05-31 2022-01-11 Microsoft Technology Licensing, Llc Data set state visualization comparison lock
JP7092998B2 (en) * 2018-04-26 2022-06-29 富士通株式会社 Analytical program and analytical method
CN111882165A (en) * 2020-07-01 2020-11-03 国网河北省电力有限公司经济技术研究院 Device and method for splitting comprehensive project cost analysis data

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5450481A (en) * 1993-05-24 1995-09-12 At&T Corp. Conference call participation tracking
US5754634A (en) * 1996-01-23 1998-05-19 Bell Atlantic Network Services, Inc. System and method for tracking and reporting incoming calls
US5896445A (en) * 1996-01-23 1999-04-20 Bell Atlantic Network Services, Inc. Incoming call tracking with interactive data collection
US5943406A (en) * 1997-09-30 1999-08-24 Leta; John T. Telephone call tracking and billing system and method
US5974396A (en) * 1993-02-23 1999-10-26 Moore Business Forms, Inc. Method and system for gathering and analyzing consumer purchasing information based on product and consumer clustering relationships
US6078891A (en) * 1997-11-24 2000-06-20 Riordan; John Method and system for collecting and processing marketing data

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5692107A (en) * 1994-03-15 1997-11-25 Lockheed Missiles & Space Company, Inc. Method for generating predictive models in a computer system
US20050119922A1 (en) * 1997-01-06 2005-06-02 Eder Jeff S. Method of and system for analyzing, modeling and valuing elements of a business enterprise
US6003027A (en) * 1997-11-21 1999-12-14 International Business Machines Corporation System and method for determining confidence levels for the results of a categorization system
US20030154072A1 (en) * 1998-03-31 2003-08-14 Scansoft, Inc., A Delaware Corporation Call analysis
US6112172A (en) * 1998-03-31 2000-08-29 Dragon Systems, Inc. Interactive searching
EP2312513A3 (en) * 1998-07-02 2011-11-09 Kepner-Tregoe, Inc. Method and apparatus for problem solving, decision making, storing, analyzing, retrieving enterprisewide knowledge and conclusive data
US6195697B1 (en) * 1999-06-02 2001-02-27 Ac Properties B.V. System, method and article of manufacture for providing a customer interface in a hybrid network
US6711585B1 (en) * 1999-06-15 2004-03-23 Kanisa Inc. System and method for implementing a knowledge management system
US6727927B1 (en) * 2000-03-08 2004-04-27 Accenture Llp System, method and article of manufacture for a user interface for a knowledge management tool
US20010032120A1 (en) * 2000-03-21 2001-10-18 Stuart Robert Oden Individual call agent productivity method and system
US6697998B1 (en) * 2000-06-12 2004-02-24 International Business Machines Corporation Automatic labeling of unlabeled text data
US20020152185A1 (en) * 2001-01-03 2002-10-17 Sasken Communication Technologies Limited Method of network modeling and predictive event-correlation in a communication system by the use of contextual fuzzy cognitive maps
US6898277B1 (en) * 2001-03-05 2005-05-24 Verizon Corporate Services Group Inc. System and method for annotating recorded information from contacts to contact center
US6922466B1 (en) * 2001-03-05 2005-07-26 Verizon Corporate Services Group Inc. System and method for assessing a call center
US7065566B2 (en) * 2001-03-30 2006-06-20 Tonic Software, Inc. System and method for business systems transactions and infrastructure management
AU2002349900A1 (en) * 2001-10-23 2003-05-06 Electronic Data Systems Corporation System and method for managing spending
US20050234973A1 (en) * 2004-04-15 2005-10-20 Microsoft Corporation Mining service requests for product support

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5974396A (en) * 1993-02-23 1999-10-26 Moore Business Forms, Inc. Method and system for gathering and analyzing consumer purchasing information based on product and consumer clustering relationships
US5450481A (en) * 1993-05-24 1995-09-12 At&T Corp. Conference call participation tracking
US5754634A (en) * 1996-01-23 1998-05-19 Bell Atlantic Network Services, Inc. System and method for tracking and reporting incoming calls
US5896445A (en) * 1996-01-23 1999-04-20 Bell Atlantic Network Services, Inc. Incoming call tracking with interactive data collection
US5943406A (en) * 1997-09-30 1999-08-24 Leta; John T. Telephone call tracking and billing system and method
US6078891A (en) * 1997-11-24 2000-06-20 Riordan; John Method and system for collecting and processing marketing data
US6519572B1 (en) * 1997-11-24 2003-02-11 John Riordan Method and system for collecting and processing marketing data

Also Published As

Publication number Publication date
US20030149586A1 (en) 2003-08-07
GB0409946D0 (en) 2004-06-09
AU2002352603A1 (en) 2003-05-19
WO2003040892A2 (en) 2003-05-15
GB2399666A (en) 2004-09-22

Similar Documents

Publication Publication Date Title
WO2003040892A3 (en) Method and system for root cause analysis of structured and unstructured data
WO2002082318A3 (en) System and method for extracting information
WO2003019448A3 (en) System and method for real-time enterprise optimization
WO2001067204A3 (en) Facilitating a transaction in electronic commerce
WO2003017034A3 (en) System and method for managing inventory
WO2004025409A3 (en) Map based lottery ticket sales and marketing analysis system and method
WO2003093930A3 (en) Marketing optimization system
WO2002097676A3 (en) Integrating tablespaces with different block sizes
WO2000034898A3 (en) Version testing in database mining
EP1302873A3 (en) Partitioned database system
WO2002069139A3 (en) System and method for generating and maintaining software code
AU4522001A (en) Timeshared electronic catalog system and method
WO2003052557A3 (en) Method and system for asset transition project management
WO2000049480A3 (en) System and method for providing standardized individual information
WO2005124630A3 (en) Transaction accounting processing system and approach
WO2005022353A3 (en) A customer service support system
MXPA03011670A (en) System, method and computer product for performing automated predictive reliability.
GB2392757A (en) Performance management system
WO2003102719A3 (en) Representations of processes
WO2000057339A3 (en) System and method for presentation of computerized patient records across a network
WO2004046890A3 (en) Method and system for processing sales process information, for sales process configuration, for sales process integration, and for modeling sales processes
WO2004050840A3 (en) Integration of gene expression data and non-gene data
WO2005033886A3 (en) Method and apparatus to facilitate the electronic accumulation and redemption of a value in an account
WO2002035392A3 (en) Knowledge pattern integration system
EP0990962A4 (en) System and method for watch design

Legal Events

Date Code Title Description
AK Designated states

Kind code of ref document: A2

Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ OM PH PL PT RO RU SC SD SE SG SI SK SL TJ TM TN TR TT TZ UA UG US UZ VC VN YU ZA ZM ZW

AL Designated countries for regional patents

Kind code of ref document: A2

Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE BG CH CY CZ DE DK EE ES FI FR GB GR IE IT LU MC NL PT SE SK TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG

ENP Entry into the national phase

Ref document number: 0409946

Country of ref document: GB

Kind code of ref document: A

Free format text: PCT FILING DATE = 20021107

121 Ep: the epo has been informed by wipo that ep was designated in this application
DFPE Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed before 20040101)
122 Ep: pct application non-entry in european phase
NENP Non-entry into the national phase

Ref country code: JP

WWW Wipo information: withdrawn in national office

Country of ref document: JP