EP3545425A4 - Système et procédé d'utilisation d'une représentation de connaissances avec un classificateur d'apprentissage automatique - Google Patents

Système et procédé d'utilisation d'une représentation de connaissances avec un classificateur d'apprentissage automatique Download PDF

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Publication number
EP3545425A4
EP3545425A4 EP16922104.1A EP16922104A EP3545425A4 EP 3545425 A4 EP3545425 A4 EP 3545425A4 EP 16922104 A EP16922104 A EP 16922104A EP 3545425 A4 EP3545425 A4 EP 3545425A4
Authority
EP
European Patent Office
Prior art keywords
machine learning
knowledge representation
learning classifier
classifier
knowledge
Prior art date
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.)
Pending
Application number
EP16922104.1A
Other languages
German (de)
English (en)
Other versions
EP3545425A1 (fr
Inventor
Mathew Whitney Wilson
lhab ILYAS
Peter J. Sweeney
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Primal Fusion Inc
Original Assignee
Primal Fusion Inc
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 Primal Fusion Inc filed Critical Primal Fusion Inc
Publication of EP3545425A1 publication Critical patent/EP3545425A1/fr
Publication of EP3545425A4 publication Critical patent/EP3545425A4/fr
Pending legal-status Critical Current

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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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
EP16922104.1A 2016-11-23 2016-11-23 Système et procédé d'utilisation d'une représentation de connaissances avec un classificateur d'apprentissage automatique Pending EP3545425A4 (fr)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CA2016/000288 WO2018094496A1 (fr) 2016-11-23 2016-11-23 Système et procédé d'utilisation d'une représentation de connaissances avec un classificateur d'apprentissage automatique

Publications (2)

Publication Number Publication Date
EP3545425A1 EP3545425A1 (fr) 2019-10-02
EP3545425A4 true EP3545425A4 (fr) 2020-07-15

Family

ID=62194629

Family Applications (1)

Application Number Title Priority Date Filing Date
EP16922104.1A Pending EP3545425A4 (fr) 2016-11-23 2016-11-23 Système et procédé d'utilisation d'une représentation de connaissances avec un classificateur d'apprentissage automatique

Country Status (5)

Country Link
EP (1) EP3545425A4 (fr)
JP (1) JP6833999B2 (fr)
CN (1) CN110168579A (fr)
CA (1) CA3044530A1 (fr)
WO (1) WO2018094496A1 (fr)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11755949B2 (en) 2017-08-10 2023-09-12 Allstate Insurance Company Multi-platform machine learning systems
US10878144B2 (en) 2017-08-10 2020-12-29 Allstate Insurance Company Multi-platform model processing and execution management engine
JP6907179B2 (ja) * 2018-12-20 2021-07-21 ヤフー株式会社 算出装置、算出方法及び算出プログラム
US10867215B2 (en) * 2019-04-11 2020-12-15 Black Sesame International Holding Limited Mixed intelligence data labeling system for machine learning
US11443209B2 (en) * 2020-04-16 2022-09-13 International Business Machines Corporation Method and system for unlabeled data selection using failed case analysis

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5689620A (en) * 1995-04-28 1997-11-18 Xerox Corporation Automatic training of character templates using a transcription and a two-dimensional image source model
US8533134B1 (en) * 2009-11-17 2013-09-10 Google Inc. Graph-based fusion for video classification
US20150036919A1 (en) * 2013-08-05 2015-02-05 Facebook, Inc. Systems and methods for image classification by correlating contextual cues with images
US8954358B1 (en) * 2011-11-03 2015-02-10 Google Inc. Cluster-based video classification
US20160042296A1 (en) * 2014-08-11 2016-02-11 Microsoft Corporation Generating and Using a Knowledge-Enhanced Model

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU5490000A (en) * 1999-06-15 2001-01-02 Kanisa Inc. System and method for document management based on a plurality of knowledge taxonomies
US7673234B2 (en) * 2002-03-11 2010-03-02 The Boeing Company Knowledge management using text classification
US9104779B2 (en) * 2005-03-30 2015-08-11 Primal Fusion Inc. Systems and methods for analyzing and synthesizing complex knowledge representations
JP2007026115A (ja) * 2005-07-15 2007-02-01 Nippon Telegr & Teleph Corp <Ntt> ラベル付与システムおよびラベル付与方法
WO2008033439A2 (fr) * 2006-09-13 2008-03-20 Aurilab, Llc Systeme de reconnaissance de formes robustes et procede mettant en œuvre des agents socratiques
US7792353B2 (en) * 2006-10-31 2010-09-07 Hewlett-Packard Development Company, L.P. Retraining a machine-learning classifier using re-labeled training samples
JP4976912B2 (ja) * 2007-04-27 2012-07-18 日本電信電話株式会社 ラベル付与方法、ラベル付与装置、ラベル付与プログラムおよびその記憶媒体
US8676732B2 (en) * 2008-05-01 2014-03-18 Primal Fusion Inc. Methods and apparatus for providing information of interest to one or more users
CN101655856A (zh) * 2009-09-15 2010-02-24 西安交通大学 一种获取用户特定知识元兴趣度的方法
CN101706794B (zh) * 2009-11-24 2012-08-22 上海显智信息科技有限公司 基于语义实体关系模型和可视化推荐的信息浏览检索方法
CA2823408C (fr) * 2010-12-30 2018-10-02 Primal Fusion Inc. Procedes et appareil de fourniture d'informations d'interet a un ou plusieurs utilisateurs
US9275291B2 (en) * 2013-06-17 2016-03-01 Texifter, LLC System and method of classifier ranking for incorporation into enhanced machine learning
US9436918B2 (en) * 2013-10-07 2016-09-06 Microsoft Technology Licensing, Llc Smart selection of text spans
WO2016009321A1 (fr) * 2014-07-14 2016-01-21 International Business Machines Corporation Système de recherche, de recommandation et d'exploration de documents par associations conceptuelles et table inversée pour stocker et interroger des index conceptuels
US20160253597A1 (en) * 2015-02-27 2016-09-01 Xerox Corporation Content-aware domain adaptation for cross-domain classification

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5689620A (en) * 1995-04-28 1997-11-18 Xerox Corporation Automatic training of character templates using a transcription and a two-dimensional image source model
US8533134B1 (en) * 2009-11-17 2013-09-10 Google Inc. Graph-based fusion for video classification
US8954358B1 (en) * 2011-11-03 2015-02-10 Google Inc. Cluster-based video classification
US20150036919A1 (en) * 2013-08-05 2015-02-05 Facebook, Inc. Systems and methods for image classification by correlating contextual cues with images
US20160042296A1 (en) * 2014-08-11 2016-02-11 Microsoft Corporation Generating and Using a Knowledge-Enhanced Model

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2018094496A1 *

Also Published As

Publication number Publication date
EP3545425A1 (fr) 2019-10-02
CA3044530A1 (fr) 2018-05-31
CN110168579A (zh) 2019-08-23
WO2018094496A1 (fr) 2018-05-31
JP6833999B2 (ja) 2021-02-24
JP2019536168A (ja) 2019-12-12

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