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公开(公告)号：US20200050605A1
公开(公告)日：2020-02-13
申请号：US16531711
申请日：2019-08-05
IPC分类号： G06F16/242 , G06F16/23 , G06F16/901
摘要： Knowledge graph systems are disclosed for implementing multiple approaches, including stand alone or combined approaches, for knowledge graph pruning. The approaches are based on graph sampling work such as, for example, information gain theory. The approaches are applied by a knowledge graph system to perform schema pruning, automatic graph pruning, and query correlation for improving query performance.
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公开(公告)号：US10296524B1
公开(公告)日：2019-05-21
申请号：US16047573
申请日：2018-07-27
IPC分类号： G06N5/02 , G06N7/00 , G06F16/21 , G06F16/28 , G06F17/27 , G06F16/248 , G06F16/2453
摘要： A knowledge graph virtualization system (KGVS) implements data virtualization techniques using semantic knowledge when parsing a knowledge graph to return results to a query. The data virtualization using semantic knowledge enable end users and applications to describe desired output without detailed knowledge of underlying data storage, schema, and relationships.
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公开(公告)号：US11983636B2
公开(公告)日：2024-05-14
申请号：US16743130
申请日：2020-01-15
CPC分类号： G06N5/022 , G06F18/217 , G06F18/40 , G06N5/02 , G06N20/00
摘要： A model retraining tool is provided for utilizing a knowledge graph to retrain analytical models used in production. The model retraining tool retrains the analytical models to improve performance of the analytical models in an efficient and resource conserving manner.
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公开(公告)号：US20210349449A1
公开(公告)日：2021-11-11
申请号：US16867524
申请日：2020-05-05
IPC分类号： G05B19/418 , H04L9/32
摘要： Embodiments of the present disclosure provide systems and methods for controlling a manufacturing process in a manner that protects sensitive information from misuse by different entities involved in the manufacturing process. According to the present disclosure, a blueprint providing information regarding subcomponents of a product to be manufactured may be provided to a synthesizer device. The synthesizer device may engage in two-party computation with IP providers to generate a set of machine commands, which may be encrypted, and then provide a message including the set of machine commands to a manufacturer device. The manufacturer device may obtain authorization from the IP provider(s) based on the message, where the authorization may enable the manufacturer device to configure a manufacturing process in accordance with the set of machine commands to manufacture the subcomponents of the product.
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公开(公告)号：US20190102430A1
公开(公告)日：2019-04-04
申请号：US16151811
申请日：2018-10-04
摘要： A knowledge enabled data management system ingests data and stores the data as an instance in a knowledge graph according to a domain specific ontology. The instance includes stored relationships of the entities in the instance. A query regarding the data may be parsed to derive a first query entity that is used to search the knowledge graph for a first graph entity corresponding to the first query entity. Results may be returned including a first identification of the first graph entity, a second identification of at least a second graph entity related to the first graph entity stored within the knowledge graph, and additional data corresponding to the first graph entity and to the second graph entity. The additional data may include a probabilistic measure of the relationship of the first graph entity to the second graph entity.
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公开(公告)号：US11657466B2
公开(公告)日：2023-05-23
申请号：US17008391
申请日：2020-08-31
发明人： Mohamed Aftkhar , Teresa Sheausan Tung , Kirby James Linvill , Malek Ben Salem , Zhijie Wang , Aritomo Shinozaki , Steven R. Roberts
CPC分类号： G06Q50/184 , G06N20/00
摘要： A device may receive content data identifying content created by users and metadata associated with the content. The device may receive rules data identifying rules associated with utilization of the content. The device may utilize the metadata to generate digital DNA signatures for the content in near-real time. The device may store, in a repository, the rules data, the content, the digital DNA signatures, and relationships between the digital DNA signatures. The device may receive, from a client device, new content that is generated based on particular content of the content data and new metadata associated with the new content. The device may utilize the new metadata to generate a new digital DNA signature for the new content. The device may process the new digital DNA signature, the rules data, and the digital DNA signatures to determine whether the new content violates one or more rules of the rules data.
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公开(公告)号：US11501177B2
公开(公告)日：2022-11-15
申请号：US16900369
申请日：2020-06-12
摘要： A model management tool is provided for performing analysis on data in a knowledge graph representation and enforcing data standardization to increase performance when reusing existing models to develop new artificial intelligence applications.
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公开(公告)号：US20200012738A1
公开(公告)日：2020-01-09
申请号：US16198237
申请日：2018-11-21
IPC分类号： G06F17/30
摘要： A knowledge data management system (KDMS) implements data refinement orchestration, resolution, and refinement to provide a reusable and generic solution to ingest and link data via relationships and properties when constructing a knowledge graph. The KDMS thus operates to break down existing data storage silos by normalizing and integrating data with a uniform semantic schema, which results in more accurate and faster knowledge graph construction.
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公开(公告)号：US11934390B2
公开(公告)日：2024-03-19
申请号：US16531711
申请日：2019-08-05
IPC分类号： G06F16/242 , G06F16/23 , G06F16/901
CPC分类号： G06F16/2425 , G06F16/2379 , G06F16/9024
摘要： Knowledge graph systems are disclosed for implementing multiple approaches, including stand alone or combined approaches, for knowledge graph pruning. The approaches are based on graph sampling work such as, for example, information gain theory. The approaches are applied by a knowledge graph system to perform schema pruning, automatic graph pruning, and query correlation for improving query performance.
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公开(公告)号：US11693848B2
公开(公告)日：2023-07-04
申请号：US16520611
申请日：2019-07-24
IPC分类号： G06F16/242 , G06F16/23 , G06F16/901
CPC分类号： G06F16/2425 , G06F16/2379 , G06F16/9024
摘要： Knowledge graph systems are disclosed for implementing multiple approaches, including stand alone or combined approaches, for knowledge graph pruning. The approaches are based on graph sampling work such as, for example, information gain theory. The approaches are applied by a knowledge graph system to perform schema pruning, automatic graph pruning, and query correlation for improving query performance.
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