JP7826592B2 - 知識グラフの知識グラフ埋込みをトレーニングするための負のサンプルを決定するためのデバイス、コンピュータプログラム及びコンピュータ実装された方法 - Google Patents

知識グラフの知識グラフ埋込みをトレーニングするための負のサンプルを決定するためのデバイス、コンピュータプログラム及びコンピュータ実装された方法

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JP7826592B2
JP7826592B2 JP2022108359A JP2022108359A JP7826592B2 JP 7826592 B2 JP7826592 B2 JP 7826592B2 JP 2022108359 A JP2022108359 A JP 2022108359A JP 2022108359 A JP2022108359 A JP 2022108359A JP 7826592 B2 JP7826592 B2 JP 7826592B2
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entity
triples
knowledge graph
determining
replacement
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JP2023009024A (ja
JP2023009024A5 (enExample
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ステパノワ ダリア
ガド－エルラブ モハメド
ヤイン ニティーシャ
キエン チャン チュン
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Robert Bosch GmbH
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/29—Graphical models, e.g. Bayesian networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/042—Knowledge-based neural networks; Logical representations of neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods

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  • Data Mining & Analysis (AREA)
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  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
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  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Machine Translation (AREA)
JP2022108359A 2021-07-06 2022-07-05 知識グラフの知識グラフ埋込みをトレーニングするための負のサンプルを決定するためのデバイス、コンピュータプログラム及びコンピュータ実装された方法 Active JP7826592B2 (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP21184012.9A EP4116887A1 (en) 2021-07-06 2021-07-06 A device, a computer program and a computer-implemented method for determining negative samples for training a knowledge graph embedding of a knowledge graph
EP21184012 2021-07-06

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JP2023009024A JP2023009024A (ja) 2023-01-19
JP2023009024A5 JP2023009024A5 (enExample) 2025-05-13
JP7826592B2 true JP7826592B2 (ja) 2026-03-10

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US (1) US20230025314A1 (enExample)
EP (1) EP4116887A1 (enExample)
JP (1) JP7826592B2 (enExample)

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CN116432750B (zh) * 2023-04-13 2023-10-27 华中师范大学 一种基于盒嵌入的少样本知识图谱补全方法
CN119671046B (zh) * 2024-12-06 2025-06-27 铭瑞环境科技(南京)有限公司 一种基于知识图谱的碳排放智能分析方法及系统
CN121328680A (zh) * 2025-09-30 2026-01-13 中国电子科技集团公司第十五研究所 基于知识图谱事件要素重要性的负样本生成方法及装置

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018085116A (ja) 2016-11-23 2018-05-31 富士通株式会社 知識グラフを完成させるための方法および装置
US20200065668A1 (en) 2018-08-27 2020-02-27 NEC Laboratories Europe GmbH Method and system for learning sequence encoders for temporal knowledge graph completion
JP2021034054A (ja) 2019-08-23 2021-03-01 ローベルト ボツシユ ゲゼルシヤフト ミツト ベシユレンクテル ハフツングＲｏｂｅｒｔ Ｂｏｓｃｈ Ｇｍｂｈ オントロジーベースのデータセットにおける矛盾に関する説明を計算するための方法

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11436244B2 (en) * 2021-01-27 2022-09-06 Sap Se Intelligent data enrichment using knowledge graph

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2018085116A (ja) 2016-11-23 2018-05-31 富士通株式会社 知識グラフを完成させるための方法および装置
US20200065668A1 (en) 2018-08-27 2020-02-27 NEC Laboratories Europe GmbH Method and system for learning sequence encoders for temporal knowledge graph completion
JP2021034054A (ja) 2019-08-23 2021-03-01 ローベルト ボツシユ ゲゼルシヤフト ミツト ベシユレンクテル ハフツングＲｏｂｅｒｔ Ｂｏｓｃｈ Ｇｍｂｈ オントロジーベースのデータセットにおける矛盾に関する説明を計算するための方法

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EP4116887A1 (en) 2023-01-11
US20230025314A1 (en) 2023-01-26

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