WO2006050142A3 - Knowledge discovery system - Google Patents

Knowledge discovery system Download PDF

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Publication number
WO2006050142A3
WO2006050142A3 PCT/US2005/039035 US2005039035W WO2006050142A3 WO 2006050142 A3 WO2006050142 A3 WO 2006050142A3 US 2005039035 W US2005039035 W US 2005039035W WO 2006050142 A3 WO2006050142 A3 WO 2006050142A3
Authority
WO
WIPO (PCT)
Prior art keywords
knowledge discovery
level
query
structured
along
Prior art date
Application number
PCT/US2005/039035
Other languages
French (fr)
Other versions
WO2006050142A2 (en
Inventor
Alianna J Maren
Stanley Campbell
Dennis Perry
Bao Nguyen
Original Assignee
Eagleforce Associates
Alianna J Maren
Stanley Campbell
Dennis Perry
Bao Nguyen
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 Eagleforce Associates, Alianna J Maren, Stanley Campbell, Dennis Perry, Bao Nguyen filed Critical Eagleforce Associates
Priority to EP05815034A priority Critical patent/EP1817723A2/en
Publication of WO2006050142A2 publication Critical patent/WO2006050142A2/en
Publication of WO2006050142A3 publication Critical patent/WO2006050142A3/en
Priority to IL182790A priority patent/IL182790A0/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/906—Clustering; Classification

Abstract

A knowledge discovery apparatus and method that extracts both specifically desired as well as pertinent and relevant information to query from a corpus of multiple elements that can be structured, unstructured, and/or semi-structured, along with imagery, video, speech, and other forms of data representation, to generate a set of outputs with a confidence metric applied to the match of the output against the query. The invented apparatus includes a multi-level architecture, along with one or more feedback loop(s) from any level n to any lower level n-1 so that a user can control the output of this knowledge discovery method via providing inputs to the utility function.
PCT/US2005/039035 2004-10-29 2005-10-28 Knowledge discovery system WO2006050142A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
EP05815034A EP1817723A2 (en) 2004-10-29 2005-10-28 Knowledge discovery system
IL182790A IL182790A0 (en) 2004-10-29 2007-04-26 Knowledge discovery system

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US62293804P 2004-10-29 2004-10-29
US60/622,938 2004-10-29
US11/059,643 US20050278362A1 (en) 2003-08-12 2005-02-17 Knowledge discovery system
US11/059,643 2005-02-17

Publications (2)

Publication Number Publication Date
WO2006050142A2 WO2006050142A2 (en) 2006-05-11
WO2006050142A3 true WO2006050142A3 (en) 2006-12-07

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2005/039035 WO2006050142A2 (en) 2004-10-29 2005-10-28 Knowledge discovery system

Country Status (3)

Country Link
US (1) US20050278362A1 (en)
EP (1) EP1817723A2 (en)
WO (1) WO2006050142A2 (en)

Families Citing this family (58)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7725418B2 (en) * 2005-01-28 2010-05-25 Honda Motor Co., Ltd. Responding to situations using multidimensional semantic net and Bayes inference
US20120166371A1 (en) * 2005-03-30 2012-06-28 Primal Fusion Inc. Knowledge representation systems and methods incorporating data consumer models and preferences
US9104779B2 (en) 2005-03-30 2015-08-11 Primal Fusion Inc. Systems and methods for analyzing and synthesizing complex knowledge representations
US8849860B2 (en) 2005-03-30 2014-09-30 Primal Fusion Inc. Systems and methods for applying statistical inference techniques to knowledge representations
US10002325B2 (en) 2005-03-30 2018-06-19 Primal Fusion Inc. Knowledge representation systems and methods incorporating inference rules
US8019713B2 (en) * 2005-07-08 2011-09-13 Honda Motor Co., Ltd. Commonsense reasoning about task instructions
WO2007027967A2 (en) * 2005-08-31 2007-03-08 Eagleforce Associates System for hypothesis generation
US7962513B1 (en) 2005-10-31 2011-06-14 Crossroads Systems, Inc. System and method for defining and implementing policies in a database system
US7603330B2 (en) * 2006-02-01 2009-10-13 Honda Motor Co., Ltd. Meta learning for question classification
US7991608B2 (en) * 2006-04-19 2011-08-02 Raytheon Company Multilingual data querying
US7860886B2 (en) * 2006-09-29 2010-12-28 A9.Com, Inc. Strategy for providing query results based on analysis of user intent
WO2008055034A2 (en) * 2006-10-30 2008-05-08 Noblis, Inc. Method and system for personal information extraction and modeling with fully generalized extraction contexts
US8935269B2 (en) * 2006-12-04 2015-01-13 Samsung Electronics Co., Ltd. Method and apparatus for contextual search and query refinement on consumer electronics devices
US7860855B2 (en) * 2007-02-13 2010-12-28 Sap Ag Method and system for analyzing similarity of concept sets
US7877343B2 (en) * 2007-04-02 2011-01-25 University Of Washington Through Its Center For Commercialization Open information extraction from the Web
US8504553B2 (en) * 2007-04-19 2013-08-06 Barnesandnoble.Com Llc Unstructured and semistructured document processing and searching
US7831621B1 (en) * 2007-09-27 2010-11-09 Crossroads Systems, Inc. System and method for summarizing and reporting impact of database statements
US8180758B1 (en) * 2008-05-09 2012-05-15 Amazon Technologies, Inc. Data management system utilizing predicate logic
US8001100B2 (en) * 2008-07-15 2011-08-16 International Business Machines Corporation Leveraging multilevel hierarchical associations to find cross-boundary issues
US8140578B2 (en) * 2008-07-15 2012-03-20 International Business Machines Corporation Multilevel hierarchical associations between entities in a knowledge system
US8938465B2 (en) 2008-09-10 2015-01-20 Samsung Electronics Co., Ltd. Method and system for utilizing packaged content sources to identify and provide information based on contextual information
US7945598B2 (en) * 2008-10-28 2011-05-17 International Business Machines Corporation Methodology for the automatic capture of process information in federated knowledge systems
US9053159B2 (en) * 2009-02-09 2015-06-09 The Boeing Company Non-conformance analysis using an associative memory learning agent
JP4890585B2 (en) * 2009-04-30 2012-03-07 沖電気工業株式会社 Dialog control system and program, and multidimensional ontology processing system and program
US8914149B2 (en) 2009-10-12 2014-12-16 The Boeing Company Platform health monitoring system
US9053454B2 (en) * 2009-11-30 2015-06-09 Bank Of America Corporation Automated straight-through processing in an electronic discovery system
US10474647B2 (en) 2010-06-22 2019-11-12 Primal Fusion Inc. Methods and devices for customizing knowledge representation systems
US9501455B2 (en) * 2011-06-30 2016-11-22 The Boeing Company Systems and methods for processing data
US8521769B2 (en) 2011-07-25 2013-08-27 The Boeing Company Locating ambiguities in data
US8738363B2 (en) * 2011-10-13 2014-05-27 Xerox Corporation System and method for suggestion mining
US9104389B2 (en) 2011-10-18 2015-08-11 International Business Machines Corporation Hierarchical functional and variable composition diagramming of a programming class
US9507807B1 (en) * 2011-11-07 2016-11-29 EMC IP Holding Company, LLC Meta file system for big data
US9477749B2 (en) * 2012-03-02 2016-10-25 Clarabridge, Inc. Apparatus for identifying root cause using unstructured data
US9141686B2 (en) * 2012-11-08 2015-09-22 Bank Of America Corporation Risk analysis using unstructured data
US8914771B2 (en) * 2012-11-13 2014-12-16 International Business Machines Corporation Indicating hierarchy diversion in a class diagram
US9904889B2 (en) 2012-12-05 2018-02-27 Applied Brain Research Inc. Methods and systems for artificial cognition
US9582572B2 (en) * 2012-12-19 2017-02-28 Intel Corporation Personalized search library based on continual concept correlation
WO2014110167A2 (en) 2013-01-08 2014-07-17 Purepredictive, Inc. Integrated machine learning for a data management product
US9218574B2 (en) 2013-05-29 2015-12-22 Purepredictive, Inc. User interface for machine learning
US9646262B2 (en) 2013-06-17 2017-05-09 Purepredictive, Inc. Data intelligence using machine learning
US9519859B2 (en) 2013-09-06 2016-12-13 Microsoft Technology Licensing, Llc Deep structured semantic model produced using click-through data
US9594771B2 (en) 2014-01-16 2017-03-14 Courage Services, Inc. System for analysis and geospatial visualization
US9535960B2 (en) * 2014-04-14 2017-01-03 Microsoft Corporation Context-sensitive search using a deep learning model
US10089580B2 (en) 2014-08-11 2018-10-02 Microsoft Technology Licensing, Llc Generating and using a knowledge-enhanced model
US20160162464A1 (en) 2014-12-09 2016-06-09 Idibon, Inc. Techniques for combining human and machine learning in natural language processing
US11140115B1 (en) * 2014-12-09 2021-10-05 Google Llc Systems and methods of applying semantic features for machine learning of message categories
US10360244B2 (en) * 2015-09-24 2019-07-23 Liveramp, Inc. System and method for improving computational efficiency of consumer databases using household links
US10366359B2 (en) * 2015-11-18 2019-07-30 Microsoft Technology Licensing, Llc Automatic extraction and completion of tasks associated with communications
US10061845B2 (en) 2016-02-18 2018-08-28 Fmr Llc Analysis of unstructured computer text to generate themes and determine sentiment
US10078632B2 (en) 2016-03-12 2018-09-18 International Business Machines Corporation Collecting training data using anomaly detection
US10909450B2 (en) 2016-03-29 2021-02-02 Microsoft Technology Licensing, Llc Multiple-action computational model training and operation
CN107037206B (en) * 2017-03-31 2019-03-05 深圳市在田翊方科技有限公司 A kind of time-resolved fluoroimmunoassay chromatography
US10599985B2 (en) * 2017-09-01 2020-03-24 Capital One Services, Llc Systems and methods for expediting rule-based data processing
US11281702B2 (en) 2018-09-28 2022-03-22 Wipro Limited System and method for retrieving one or more documents
US11256709B2 (en) 2019-08-15 2022-02-22 Clinicomp International, Inc. Method and system for adapting programs for interoperability and adapters therefor
US11314783B2 (en) 2020-06-05 2022-04-26 Bank Of America Corporation System for implementing cognitive self-healing in knowledge-based deep learning models
US11429601B2 (en) 2020-11-10 2022-08-30 Bank Of America Corporation System for generating customized data input options using machine learning techniques
US11409800B1 (en) 2021-07-23 2022-08-09 Bank Of America Corporation Generating search queries for database searching

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0521643A1 (en) * 1991-07-04 1993-01-07 Hitachi, Ltd. Method of automated learning, an apparatus therefor, and a system incorporating such an apparatus
US5859925A (en) * 1995-08-08 1999-01-12 Apple Computer, Inc. Classifying system having a single neural network architecture for multiple input representations

Family Cites Families (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4874963A (en) * 1988-02-11 1989-10-17 Bell Communications Research, Inc. Neuromorphic learning networks
GB9019736D0 (en) * 1990-09-10 1990-10-24 Univ Leeds Ind Service Ltd Plant parasitic nematode control
US5383120A (en) * 1992-03-02 1995-01-17 General Electric Company Method for tagging collocations in text
JPH05342191A (en) * 1992-06-08 1993-12-24 Mitsubishi Electric Corp System for predicting and analyzing economic time sequential data
US5461699A (en) * 1993-10-25 1995-10-24 International Business Machines Corporation Forecasting using a neural network and a statistical forecast
US6339767B1 (en) * 1997-06-02 2002-01-15 Aurigin Systems, Inc. Using hyperbolic trees to visualize data generated by patent-centric and group-oriented data processing
US5761442A (en) * 1994-08-31 1998-06-02 Advanced Investment Technology, Inc. Predictive neural network means and method for selecting a portfolio of securities wherein each network has been trained using data relating to a corresponding security
US5867799A (en) * 1996-04-04 1999-02-02 Lang; Andrew K. Information system and method for filtering a massive flow of information entities to meet user information classification needs
US5721910A (en) * 1996-06-04 1998-02-24 Exxon Research And Engineering Company Relational database system containing a multidimensional hierachical model of interrelated subject categories with recognition capabilities
US5933818A (en) * 1997-06-02 1999-08-03 Electronic Data Systems Corporation Autonomous knowledge discovery system and method
US6112194A (en) * 1997-07-21 2000-08-29 International Business Machines Corporation Method, apparatus and computer program product for data mining having user feedback mechanism for monitoring performance of mining tasks
US6628312B1 (en) * 1997-12-02 2003-09-30 Inxight Software, Inc. Interactive interface for visualizing and manipulating multi-dimensional data
EP1025518A2 (en) * 1998-07-24 2000-08-09 Jarg Corporation Distributed computer database system and method for performing object search
US6377259B2 (en) * 1998-07-29 2002-04-23 Inxight Software, Inc. Presenting node-link structures with modification
US6300957B1 (en) * 1998-07-29 2001-10-09 Inxight Software, Inc. Mapping a node-link structure to a rendering space beginning from any node
US6654761B2 (en) * 1998-07-29 2003-11-25 Inxight Software, Inc. Controlling which part of data defining a node-link structure is in memory
US6567814B1 (en) * 1998-08-26 2003-05-20 Thinkanalytics Ltd Method and apparatus for knowledge discovery in databases
US6611841B1 (en) * 1999-04-02 2003-08-26 Abstract Productions, Inc. Knowledge acquisition and retrieval apparatus and method
US6665681B1 (en) * 1999-04-09 2003-12-16 Entrieva, Inc. System and method for generating a taxonomy from a plurality of documents
US6529603B1 (en) * 1999-04-23 2003-03-04 Convera Corporation Method and apparatus to reduce the risk of observation of a secret value used by an instruction sequence
US6411962B1 (en) * 1999-11-29 2002-06-25 Xerox Corporation Systems and methods for organizing text
US6668256B1 (en) * 2000-01-19 2003-12-23 Autonomy Corporation Ltd Algorithm for automatic selection of discriminant term combinations for document categorization
US6578022B1 (en) * 2000-04-18 2003-06-10 Icplanet Corporation Interactive intelligent searching with executable suggestions
US7058516B2 (en) * 2000-06-30 2006-06-06 Bioexpertise, Inc. Computer implemented searching using search criteria comprised of ratings prepared by leading practitioners in biomedical specialties
US20040054572A1 (en) * 2000-07-27 2004-03-18 Alison Oldale Collaborative filtering
US6978274B1 (en) * 2001-08-31 2005-12-20 Attenex Corporation System and method for dynamically evaluating latent concepts in unstructured documents
US6587654B1 (en) * 2002-01-07 2003-07-01 Kabushiki Kaisha Toshiba Image forming apparatus
AU2003201799A1 (en) * 2002-01-16 2003-07-30 Elucidon Ab Information data retrieval, where the data is organized in terms, documents and document corpora
US7257530B2 (en) * 2002-02-27 2007-08-14 Hongfeng Yin Method and system of knowledge based search engine using text mining
US8214391B2 (en) * 2002-05-08 2012-07-03 International Business Machines Corporation Knowledge-based data mining system
US20030220860A1 (en) * 2002-05-24 2003-11-27 Hewlett-Packard Development Company,L.P. Knowledge discovery through an analytic learning cycle
US7398269B2 (en) * 2002-11-15 2008-07-08 Justsystems Evans Research Inc. Method and apparatus for document filtering using ensemble filters
US7139764B2 (en) * 2003-06-25 2006-11-21 Lee Shih-Jong J Dynamic learning and knowledge representation for data mining
US20050222989A1 (en) * 2003-09-30 2005-10-06 Taher Haveliwala Results based personalization of advertisements in a search engine
US20050071328A1 (en) * 2003-09-30 2005-03-31 Lawrence Stephen R. Personalization of web search
US7693827B2 (en) * 2003-09-30 2010-04-06 Google Inc. Personalization of placed content ordering in search results

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0521643A1 (en) * 1991-07-04 1993-01-07 Hitachi, Ltd. Method of automated learning, an apparatus therefor, and a system incorporating such an apparatus
US5859925A (en) * 1995-08-08 1999-01-12 Apple Computer, Inc. Classifying system having a single neural network architecture for multiple input representations

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
J.E. MOODY, S.J. HANSON, R.P. LIPPMAN: "Extracting and Learning an Unknown Grammar with Recurrent Neural Networks", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, no. 4, 31 December 1992 (1992-12-31), XP002401147 *
JENNIFER NEVILLE DAVID JENSEN: "Supporting Relational Knowledge Discovery: Lessons in Architecture and Algorithm Design", PAPERS OF THE ICML 2002 WORKSHOP ON DATA MINING LESSONS LEARNED, 12 July 2002 (2002-07-12), XP002401148 *
LIMIN FU: "Knowledge Discovery Based on Neural Networks", COMMUNICATIONS OF THE ACM, vol. 42, no. 11, 30 November 1999 (1999-11-30), XP002401146 *
TIMM EULER AND MARTIN SCHOLZ: "Using Ontologies in a KDD workbench", WORKSHOP ON KNOWLEDGE DISCOVERY AND ONTOLOGIES AT ECML/PKDD, 24 September 2004 (2004-09-24), XP002401149 *

Also Published As

Publication number Publication date
EP1817723A2 (en) 2007-08-15
US20050278362A1 (en) 2005-12-15
WO2006050142A2 (en) 2006-05-11

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