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公开(公告)号：US20240242070A1
公开(公告)日：2024-07-18
申请号：US18155295
申请日：2023-01-17
发明人： Aniket Saxena , Balaji Ganesan , Muhammed Abdul Majeed Ameen , Avirup Saha , Arvind Agarwal , Abhishek Seth , Soma Shekar Naganna
IPC分类号： G06N3/08
CPC分类号： G06N3/08
摘要： A computer implemented method classifies records. A number of processor units creates a training dataset comprising subgraphs of matched records matched to an entity and identifying an importance of attributes in the matched records. The matched records in a subgraph are related to each other by a subset of the attributes. The number of processor units trains a graph neural network using the training dataset. The graph neural network classifies the records as belonging to the entity.
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公开(公告)号：US12039273B2
公开(公告)日：2024-07-16
申请号：US16942925
申请日：2020-07-30
IPC分类号： G06F16/28 , G06F16/35 , G06F18/211 , G06F21/62 , G06F40/295 , G06F40/30
CPC分类号： G06F40/295 , G06F16/35 , G06F18/211 , G06F21/6245 , G06F40/30
摘要： A computer-implemented method increases the efficiency of matching records from two sources. The method includes identifying a first source and a second source wherein each of the sources include one or more records and each record includes one or more attributes. The method further includes determining, based on a corpus, the one or more attributes and generating, based on the attributes, a set of feature vectors which vectors represent the one or more attributes. The method includes comparing each record in the first source against each record in the second source. The method further includes generating, in response to the comparing, a link confidence. The method also includes linking, in response to the link confidence being above a linking threshold, the associated records. The method includes determining a first feature vector of the set of feature vectors used in the linking, and outputting a set of results.
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公开(公告)号：US11768860B2
公开(公告)日：2023-09-26
申请号：US17518195
申请日：2021-11-03
发明人： Avirup Saha , Balaji Ganesan , Shettigar Parkala Srinivas , Sumit Bhatia , Sameep Mehta , Soma Shekar Naganna
CPC分类号： G06F16/285 , G06F17/18
摘要： An embodiment establishes a designated attribute value as a semantic criterion for grouping records in a bucket, identifies a first set of records having attribute values that satisfy the semantic criterion, and adds the first set of records to the bucket. The embodiment detects that the first set of records represent a first series of events that occurred in succession at respective times. The embodiment derives a temporal attribute value representative of a time pattern formed by the times of the first series of events and designates the temporal attribute value as a temporal criterion for grouping records in the bucket. The embodiment identifies a second set of records that represent a second series of events and satisfy the temporal criterion and adds the second set of records to the bucket based at least in part on the second set of records satisfying the temporal criterion.
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公开(公告)号：US11747858B2
公开(公告)日：2023-09-05
申请号：US17448210
申请日：2021-09-21
CPC分类号： G06F1/163 , G06F1/1637 , G04G17/045
摘要： An apparatus for a wearable device with expandable display strips, the apparatus includes a first layer with a first display panel coupled to a second layer with a second display panel, where the first display panel can extend and retract over a top surface of the second display panel. The apparatus also includes a first gear and rack mechanism coupled to the top surface of the second display panel and a bottom surface of the first display panel, where the first gear and rack mechanism is configured to extend and retrack the second layer with the second display relative to the first layer with the first display. Furthermore, the first layer and the second layer are arranged in a concentric manner.
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5.发明授权公开(公告)号：US11681671B2
公开(公告)日：2023-06-20
申请号：US17209313
申请日：2021-03-23
发明人： Abhishek Seth , Soma Shekar Naganna , Geetha Sravanthi Pulipaty , Mohit Singh Chouhan , Rishabh Saraf
IPC分类号： G06F16/00 , G06F16/21 , G06F16/2455 , G06F16/215
CPC分类号： G06F16/217 , G06F16/215 , G06F16/24558
摘要： An approach for tuning a data management system is provided. A processor retrieves one or more samples pairs of record data. A processor determines an error rate regarding the performance of a matching operation of a data management system based on the one or more sample pairs. In response to the error rate being above a value, a processor adjusts at least one threshold value associated with the matching operation of the data management system.
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公开(公告)号：US20220400140A1
公开(公告)日：2022-12-15
申请号：US17345068
申请日：2021-06-11
发明人： Soma Shekar Naganna , Sarbajit K. Rakshit , Subramanian Palaniappan , Shivakumar Lakshminarayana
摘要： A method, system, and computer program product for workflow-based dynamic screen sharing in a multi-screen presentation environment are provided. The method identifies a presentation schema for a multi-screen presentation. A set of presenters are identified for the multi-screen presentation. The method determines a presentation rate of the multi-screen presentation during the multi-screen presentation. A workflow visualization is generated for the multi-screen presentation based on the presentation schema and the presentation rate. The method dynamically transitions between presenters of the set of presenters during the multi-screen presentation based on the presentation schema, the presentation rate, and the workflow visualization.
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公开(公告)号：US20220188567A1
公开(公告)日：2022-06-16
申请号：US17119247
申请日：2020-12-11
发明人： Balaji Ganesan , Kalapriya Kannan , Neeraj Ramkrishna Singh , Shettigar Parkala Srinivas , Hima Patel , Soma Shekar Naganna , Berthold Reinwald , Sameep Mehta
IPC分类号： G06K9/62 , G06F40/166 , G06F40/284 , G06F21/62 , G06N3/02
摘要： One embodiment provides a computer implemented method, including: obtaining an information document corresponding to an entity, wherein the information document includes redacted information spans; identifying an entity type for each of the redacted information spans, wherein the entity type identifies a relationship between a redacted information span and at least one other entity within the information document; replacing the redacted information spans with replacement entities corresponding to the entity type of a given redacted information span, wherein the replacing is performed in view of a frequency distribution of actual information and wherein the replacing includes maintaining relationships of the redacted information spans; and controlling bias within the replacement entities, wherein the controlling includes detecting bias within the replacement entities.
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公开(公告)号：US20220164396A1
公开(公告)日：2022-05-26
申请号：US17105425
申请日：2020-11-25
IPC分类号： G06F16/903 , G06F16/908 , G06F16/901
摘要： A method, apparatus, computer system, and computer program product for managing information. A set of bucket hashes and comparison information for a data record are identified by a computer system. The set of bucket hashes is generated from the comparison information, wherein the set of bucket hashes and the comparison information form a metadata record. A number of candidate metadata records in a metadata database is identified by the computer system using the set of bucket hashes, wherein the number of candidate metadata records comprises a set of candidate bucket hashes and candidate comparison information. An entity membership is identified by the computer system for the data record from a comparison of the comparison information in the metadata record with the candidate comparison information in the number of candidate metadata records.
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公开(公告)号：US11238044B2
公开(公告)日：2022-02-01
申请号：US16403945
申请日：2019-05-06
IPC分类号： G06F16/2453 , G06F16/906 , G06N20/00
摘要： Candidate data record prioritization for match processing includes identifying candidate records for use in match processing to determine records that match to an incoming record. The candidates are grouped into buckets according to bucket roles, with each bucket correlating to a bucket role, and with each bucket role being defined by a unique record attribute set. The method obtains an effectiveness score for each of the bucket roles. The scores are measures of effectiveness of the bucket roles in identifying candidates that match to incoming data records. The method establishes an order of priority in which to process the candidates by prioritizing the buckets into an order based on the effectiveness scores for the bucket roles. The process then commences match processing to process the candidates in the established order of priority where the match processing processes candidates of a higher priority bucket before processing candidates of lower priority buckets.
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公开(公告)号：US11222131B2
公开(公告)日：2022-01-11
申请号：US16581846
申请日：2019-09-25
发明人： Martin Oberhofer , Soma Shekar Naganna , Scott Schumacher , Abhishek Seth , Geetha Sravanthi Pulipaty
摘要： The present disclosure relates to a method for a secure storage, matching and linking of data records. The method comprises: receiving a current data record having one or more attributes, each attribute having an attribute value. For each attribute of at least part of the attributes a predefined set of variations of the attribute value of the attribute may be generated. The received attribute values may be encrypted resulting in an encrypted record and the generated sets of variations may be encrypted. The encrypted record may be stores in a storage system in association with the respective encrypted sets of variations.
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