公开(公告)号：US11526510B2

公开(公告)日：2022-12-13

申请号：US16765508

申请日：2018-11-20

Applicant: SCHNEIDER ELECTRIC USA, INC.

Inventor： Charbel Joseph El Kaed ,  Imran Khan ,  Hicham Hossayni

IPC: G06F16/00 ,  G06F16/2452 ,  G06F16/2458 ,  G06F16/36 ,  G06F17/18

Abstract: Methods and systems are provided for searching time series information in a distributed data processing system. A method of processing a semantic search query comprises receiving a structured search query, processing the structured search query to deconstruct into query elements, identifying a set of connected elements based on the query elements, processing a time series data structure of the identified set of connected elements to determine a command data element, utilizing the command data element to process the time series data structure of the identified set of connected elements, annotating the time series data structure of each of the identified set of connected elements to form a queried data set, and providing the queried data set.

公开(公告)号：US20220374731A1

公开(公告)日：2022-11-24

申请号：US17805954

申请日：2022-06-08

Applicant: Google LLC

Inventor： Ion Constantinescu

IPC: G06N5/02 ,  G06F16/36 ,  G06N20/00 ,  G06F16/901

Abstract: Techniques are described herein to improve onboarding of third party entity data with existing knowledge graphs. In various implementation s, a computing system associated with an existing knowledge graph may receive a request from a third party to onboard, with the existing knowledge graph, a plurality of entities. Each entity may have associated identifier(s) and relationship(s) with other entities of the plurality of entities. First third party entity data that describes the plurality of entities and associated identifiers/relationships may be received from the third party. The first third entity party data may be analyzed to identify semantic fingerprint(s) matching respective subsets of the entities. Results related to the analyzing may be determined. The results may include a statistic representing success or failure of applying rule(s) to a respective subset of entities that match a given semantic fingerprint. Remedial action(s) may be triggered based on the failure statistic.

公开(公告)号：US11488225B2

公开(公告)日：2022-11-01

申请号：US16506365

申请日：2019-07-09

Applicant: Q2 Software, Inc.

Inventor： Jesse Lee Barbour ,  Adam David Anderson ,  Benjamin Ray Webster ,  Kristi Lynn Voll ,  Stephen John Zabel

IPC: G06Q30/00 ,  G06Q30/06 ,  G06Q30/02 ,  G06F16/36 ,  G06F16/9535

Abstract: Embodiments of a system as described herein may receive financial institution product information from a plurality of financial institutions distributed across a computing network. The system may also receive data from the plurality of financial institutions distributed across the computer network and create or update an ontology. A relevance score may be generated for a set of financial institution products which may, in conjunction with a campaign definition provided by a financial institution administrator, be used to associate users with a list of campaigns which may be stored as campaign data. An online banking application at a user device may request campaign data for a user. In response, the system may return campaign data for the user to the online banking application. Using the campaign data, the online banking application may select one or more products to recommend to the user and display content for the selected products on the user device.

公开(公告)号：US11487804B2

公开(公告)日：2022-11-01

申请号：US17724787

申请日：2022-04-20

Applicant: Cerego Japan Kabushiki Kaisha

Inventor： Michael A. Yen ,  Iain M. Harlow ,  Andrew Smith Lewis ,  Paul T. Mumma

IPC: G06F16/00 ,  G06F16/36 ,  G09B7/08 ,  G06F40/30 ,  G09B7/04

Abstract: A method for generating a set of concepts related to a target concept includes accessing a set of candidate concepts, embedding the target concept and the set of candidate concepts in a semantic vector space, selecting one or more intermediate concepts from the set of candidate concepts in response to determining whether each embedded candidate concept in the set of embedded candidate concepts satisfies a predetermined relationship with the embedded target concept, and filtering the one or more intermediate concepts to yield the set of concepts related to the target concept. The method may further include generating a multiple-choice question in which the target concept corresponds to a correct answer choice and the set of concepts related to the target concept correspond to distractors.

公开(公告)号：US11461421B2

公开(公告)日：2022-10-04

申请号：US17136864

申请日：2020-12-29

Applicant: Microsoft Technology Licensing, LLC

Inventor： Yiming Wang ,  Xiao Yan ,  Lin Zhu ,  Jaewon Yang ,  Yanen Li ,  Jacob Bollinger

IPC: G06F16/9535 ,  G06N3/04 ,  G06N20/20 ,  G06F16/36

Abstract: Techniques for ranking skills using an ensemble machine learning approach are described. The outputs of two heterogenous, machine-learned models are combined to rank a set of skills that may be possessed by an end-user of an online service. Some subset of the highest-ranking skills is then presented to the end-user with a recommendation that the skills be added to the end-user's profile. The ensemble learning technique involves a concept referred to as “boosting”, in which a weaker performing model is enhanced (e.g., “boosted”) by a stronger performing model, when ranking the set of skills. Accordingly, by using a combination of models, better results are achieved than might be with either one of the individual models alone. Furthermore, the approach is scalable in ways that cannot be achieved with heuristic-based approaches.

公开(公告)号：US11442988B2

公开(公告)日：2022-09-13

申请号：US16435196

申请日：2019-06-07

Applicant: Juan Federico Sequeda ,  Wayne Phillip Heideman ,  Daniel Paul Miranker

Inventor： Juan Federico Sequeda ,  Wayne Phillip Heideman ,  Daniel Paul Miranker

IPC: G06F16/901 ,  G06F16/242 ,  G06F16/36 ,  G06F16/21

Abstract: A system and method for creating and editing graph schema data structures in a collaborative, real time graphical editing environment is disclosed. The system and method further operates to integrate external sources of data as components of the graph schema. The system and method outputs definition files for the graph schema data structure and mapping files.that enable the population of a graph database.

公开(公告)号：US11436270B2

公开(公告)日：2022-09-06

申请号：US14634493

申请日：2015-02-27

Applicant: San Diego State University Research Foundation ,  Brigham Young University ,  Research Foundation of the City University of New York

Inventor： André Skupin ,  Brandon S. Plewe ,  Sean Ahearn ,  Ilknur Icke

IPC: G06F16/36

Abstract: A computer system and method for maintaining and using a domain ontology. The computer system includes a triple store comprising a domain ontology, a computer-readable tangible medium comprising software instructions, and a processor configured to access the computer-readable tangible medium to load and execute the software instructions. The software instructions provide a write service configured for receiving a request from a client interface of an authenticated user to edit the domain ontology of the triple store and an interface for updating the domain ontology based on the received request. The method includes steps of providing access to a domain ontology stored on a triple store, receiving a request from a client interface of a first client computer an authenticated user to edit the domain ontology of the triple store, and updating the domain ontology based on the received request by storing updates to the domain ontology in the triple store.

公开(公告)号：US20220237384A1

公开(公告)日：2022-07-28

申请号：US17581666

申请日：2022-01-21

Applicant: Thomson Reuters Enterprise Centre GmbH

Inventor： Spencer Bradley Torene ,  Blake Stephen Howald

IPC: G06F40/30 ,  G06F16/36 ,  H04L51/52

Abstract: Aspects of the present disclosure provide systems, methods, apparatus, and computer-readable storage media for determining semantic relationships between hashtags in social media messages, particularly for use in generating a hierarchical ontology of hashtags based on co-occurrence frequency and diversity metrics. For example, natural language processing may be performed on a plurality of social media messages to extract hashtags from the social media messages. Co-occurrence frequency counts for at least two hashtags and other hashtags, in addition to an ensemble score based on a combination of one or more diversity metrics, may be determined. A hierarchical ontology may be generated based on the co-occurrence frequency counts and the ensemble scores for the at least two hashtags. Such a hierarchical ontology may group hashtags into communities of common topics that are ordered based on ensemble scores.

公开(公告)号：US20220188344A1

公开(公告)日：2022-06-16

申请号：US17121691

申请日：2020-12-14

Applicant: International Business Machines Corporation

Inventor： Thuany Karoline Stuart ,  Martin Oberhofer ,  Lars Bremer ,  Hemanth Kumar Babu

IPC: G06F16/36 ,  G06F16/35 ,  G06F16/383 ,  G06F16/901 ,  G06F16/33

Abstract: The present disclosure relates to a method, computer program product and system. The method may comprise providing a first graph being an instance of a first ontology. Sample values of a plurality of concept attributes may be collected from the first graph. The sample values may be clustered into one or more clusters based on content and/or format of the sample values. A cluster of the clusters that contains sample values representing different concept attributes may be identified. An additional concept and associated set of relations representing the concept attribute values of the cluster may be determined and the first ontology may be updated using the additional concept and associated set of relations.

公开(公告)号：US11353862B2

公开(公告)日：2022-06-07

申请号：US15992288

申请日：2018-05-30

Applicant: Siemens Aktiengesellschaft

Inventor： Ming Yu ,  Yong Yuan ,  Qi Wang

IPC: G06F17/30 ,  G05B23/02 ,  G05B15/02 ,  G05B17/02 ,  G05B19/418 ,  G06F16/36 ,  G06F17/40

Abstract: A method, apparatus, and system are for determining signal rules and annotating data. The method, according to an embodiment, includes: determining data obtaining logic based on assembly model information corresponding to the assembly; wherein the data obtaining logic includes a to-be-obtained data object and an obtaining rule; determining at least one physical signal corresponding to the data obtaining logic; and determining, based on the data obtaining logic and the at least one physical signal corresponding to the data obtaining logic, a signal rule corresponding to the obtaining rule. By annotating the running data of an assembly, the context of the data may be indicated, so that the running data of the assembly can be made more consistent, easier to maintain, and/or applied to a new environment. Moreover, since the annotation information of data can adopt a common format, it may be more suitable for information migration and system configuration.