Patents by Inventor Dmitriy Meyerzon
Dmitriy Meyerzon has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20220337671Abstract: Techniques for establishing a network connection with a client device and responding to composite requests from the client device. For a composite request identifying a first action associated with a first data plugin component and a second action associated with a different second data plugin component, the first action is performed by executing a first portion of the data plugin component and transmitting corresponding response data in a first transmission to the client device via the network connection, and the second action is performed by executing a second portion of the data plugin component and transmitting corresponding response data in a second transmission separate from the first transmission to the client device via the network connection.Type: ApplicationFiled: July 5, 2022Publication date: October 20, 2022Applicant: Microsoft Technology Licensing, LLCInventors: Aninda RAY, Dmitriy MEYERZON, Knut Kristian JOHANSEN, Ryan Antoine NAKHOUL, Nikita VORONKOV
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Publication number: 20220284052Abstract: Extracting and surfacing information corresponding to individual logical topics from enterprise data stores that are separated across multiple geographic regions. A clustering service creates, by utilizing machine learning toolkits that are agnostic to the region in which data is stored, individual topics that have references to multiple shards of data that are stored in different geographic regions. The clustering service also shards the knowledge base state according to the regions from which pieces of data for the particular logical topic was extracted. For example, a first shard containing information extracted from a first document may be stored in a first region whereas a second shard containing information extracted from a second document may be stored in a second region.Type: ApplicationFiled: March 23, 2021Publication date: September 8, 2022Inventors: Dmitriy MEYERZON, Nikita VORONKOV, Vladimir GVOZDEV, Kaixiang MIAO
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Patent number: 11418621Abstract: Techniques for establishing a network connection with a client device and responding to composite requests from the client device. For a composite request identifying a first action associated with a first data plugin component and a second action associated with a different second data plugin component, the first action is performed by executing a first portion of the data plugin component and transmitting corresponding response data in a first transmission to the client device via the network connection, and the second action is performed by executing a second portion of the data plugin component and transmitting corresponding response data in a second transmission separate from the first transmission to the client device via the network connection.Type: GrantFiled: September 21, 2018Date of Patent: August 16, 2022Assignee: Microsoft Technology Licensing, LLCInventors: Aninda Ray, Dmitriy Meyerzon, Knut Kristian Johansen, Ryan Antoine Nakhoul, Nikita Voronkov
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Patent number: 11361282Abstract: A system may include a processor; and a memory storing instructions that, when executed by the processor, configure the processor to: receive, from a computing device, a request for a set of content, the request associated with a user identifier; query a cached data store to determine that a set of audiences for the user identifier is stale; in response to the determination that the set of audiences is stale: access user properties for the user identifier; and generate the set of audiences for the user identifier based on the user properties; and serve the set of content according to the generated set of audiences.Type: GrantFiled: August 6, 2018Date of Patent: June 14, 2022Assignee: Microsoft Technology Licensing, LLCInventors: Jeffrey L. Wight, David M Cohen, Dmitriy Meyerzon, Praveen Kumar Reddy Malireddy
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Publication number: 20220019579Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. A mining of a set of enterprise source documents within an enterprise intranet is performed, by a plurality of knowledge mining toolkits, to determine a plurality of entity names. The plurality of entity names are linked based on entity metadata by traversing various relationships between people, files, sites, groups, associated with entities. An entity record is generated within a knowledge graph for a mined entity name from the linked entity names based on an entity schema and ones of the set of enterprise source documents associated with the mined entity name. The entity record includes attributes aggregated from the ones of the set of enterprise source documents associated with the mined entity name.Type: ApplicationFiled: July 20, 2020Publication date: January 20, 2022Inventors: Dmitriy MEYERZON, Omar Zia KHAN, Hui LI, Vladimir V. GVOZDEV, John M. WINN, John GUIVER, Ivan KOROSTELEV, Matteo VENANZI, Alexander Armin SPENGLER, Pavel MYSHKOV, Elena POCHERNINA, Martin KUKLA, Yordan Kirilov ZAYKOV
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Publication number: 20220019908Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. A mining of a set of enterprise source documents within an enterprise intranet is performed, by a user-based mining system, to determine a plurality of entity names. An entity record is generated within a knowledge graph for a mined entity name from the linked entity names based on an entity schema and ones of the set of enterprise source documents associated with the mined entity name. The entity record includes attributes aggregated from the ones of the set of enterprise source documents associated with the mined entity name.Type: ApplicationFiled: July 20, 2020Publication date: January 20, 2022Inventors: Dmitriy MEYERZON, Omar Zia KHAN, Ravi BIKKULA, Khushboo AGGARWAL, Hussein AHMED, Karthik TANGIRALA
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Publication number: 20220019740Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. A mining of a set of enterprise source documents within an enterprise intranet is performed, by an enterprise named entity recognition (ENER) model, to determine a plurality of entity names. An entity record is generated within a knowledge graph for a mined entity name from the linked entity names based on an entity schema and ones of the set of enterprise source documents associated with the mined entity name. The entity record includes attributes aggregated from the ones of the set of enterprise source documents associated with the mined entity name.Type: ApplicationFiled: July 20, 2020Publication date: January 20, 2022Inventors: Dmitriy MEYERZON, Hui LI, Junyi CHAI, Noura FARRA
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Publication number: 20220019622Abstract: Mining of a set of enterprise source documents within an enterprise intranet is performed, by a plurality of knowledge mining toolkits, to determine a plurality of entity names. A plurality of entity records are generated within a knowledge graph for mined entity names from the entity names based on an entity schema and ones of the set of enterprise source documents associated with the mined entity names. Pattern recognition is applied to an active document using an enterprise named entity recognition (ENER) system to identify potential entity names within the document that match a respective one of a plurality of entity records in the knowledge graph. One or more matching entity names are annotated within the document with information from the knowledge graph for the respective ones of the plurality of entity records. The annotated information is displayed with the active document.Type: ApplicationFiled: July 20, 2020Publication date: January 20, 2022Inventors: Dmitriy MEYERZON, Omar Zia KHAN, Hui LI, John M. WINN, John GUIVER, Ivan KOROSTELEV, Matteo VENANZI, Alexander Armin SPENGLER, Pavel MYSHKOV, Elena POCHERNINA, Martin KUKLA, Yordan Kirilov ZAYKOV, Junyi CHAI, Noura FARRA, Sravya NARALA
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Publication number: 20220019905Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. A mining of a set of enterprise source documents within an enterprise intranet is performed using singular value decomposition (SVD) to determine a plurality of entity names. Using SVD, relevant and trending entity names are accumulated, aggregated, and ranked. An entity record is generated within a knowledge graph for a mined entity name from the linked entity names based on an entity schema and ones of the set of enterprise source documents associated with the mined entity name. The entity record includes attributes aggregated from the ones of the set of enterprise source documents associated with the mined entity name.Type: ApplicationFiled: July 20, 2020Publication date: January 20, 2022Inventors: Dmitriy Meyerzon, Hui Li, Wenjin Xu, Yujie He, Bing Li
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Patent number: 11216492Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. The computer system generates an Aho Corasick trie including an entity name for each of the plurality of entities in the knowledge graph. The computer system compares a document viewed by a user to a plurality of templates defining potential entity names to identify extracts of the document matching at least one of the plurality of templates. The computer system applies the document to the Aho Corasick trie to determine potential entity names within the document that each match a respective one of the plurality of entities in the knowledge graph. The computer system annotates one or more matching entity names within the document with information from the knowledge graph for the respective ones of the plurality of entities to show, for example, a topic card providing information about the respective entities.Type: GrantFiled: January 6, 2020Date of Patent: January 4, 2022Assignee: Microsoft Technology Licensing, LLCInventors: Dmitriy Meyerzon, Nikita Voronkov, John Michael Winn, John Guiver, Hadi Abbass Kotaich
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Patent number: 11194840Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. The computer system compares source documents within an enterprise intranet to a plurality of templates defining potential entity attributes to identify extracts matching at least one of the plurality of templates. The computer system parses the extracts according to respective templates of the plurality of templates that match the extracts to determine instances. The computer system performs incremental clustering on a number of the instances to determine potential entity names. The computer system queries the knowledge graph with the potential entity names to obtain a set of candidate entity records. The computer system links the potential entity names with at least partial matching ones of the set of candidate entity records to define updated matching candidate entity records. The computer system updates the knowledge graph with the updated matching candidate entity records.Type: GrantFiled: October 14, 2019Date of Patent: December 7, 2021Assignee: Microsoft Technology Licensing, LLCInventors: Dmitriy Meyerzon, Jeffrey L. Wight, Nikita Voronkov, Vladimir V. Gvozdev, John Michael Winn, John Guiver, Ivan Korostelev, Matteo Venanzi, Alexander Armin Spengler
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Patent number: 11126592Abstract: Document tags are rapidly indexed using a text based index and a graph index. A tag signal is received. A tag and a type of the tag that are located in the tag signal are stored in a data store. The tag is indexed as a tag document in the text based index. One or more relationships between the tag and a content document are managed in the graph index.Type: GrantFiled: September 2, 2014Date of Patent: September 21, 2021Assignee: Microsoft Technology Licensing, LLCInventors: Nikita Voronkov, Dmitriy Meyerzon, Yauhen Shnitko, Aninda Ray, Manfred Berry, Kjetil Bergstrand, Johannes Gehrke, Eirik Knutsen
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Publication number: 20210133216Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. The computer system generates an Aho Corasick trie including an entity name for each of the plurality of entities in the knowledge graph. The computer system compares a document viewed by a user to a plurality of templates defining potential entity names to identify extracts of the document matching at least one of the plurality of templates. The computer system applies the document to the Aho Corasick trie to determine potential entity names within the document that each match a respective one of the plurality of entities in the knowledge graph. The computer system annotates one or more matching entity names within the document with information from the knowledge graph for the respective ones of the plurality of entities to show, for example, a topic card providing information about the respective entities.Type: ApplicationFiled: January 6, 2020Publication date: May 6, 2021Inventors: Dmitriy MEYERZON, Nikita VORONKOV, John Michael WINN, John GUIVER, Hadi Abbass KOTAICH
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Patent number: 10992772Abstract: A user associates other users or content with a representation of a topic area, in a computing system. Profile associations between users and the topic areas are generated by detecting that users are associated with the topic areas, or that users have added content to the topic areas. User profile information is automatically updated based upon the profile associations generated.Type: GrantFiled: September 15, 2015Date of Patent: April 27, 2021Assignee: Microsoft Technology Licensing, LLCInventors: Welly Sugiarto Lee, Dmitriy Meyerzon, Paula A. Wing
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Publication number: 20210109952Abstract: Examples described herein generally relate to a computer system including a knowledge graph storing a plurality of entities. The computer system compares source documents within an enterprise intranet to a plurality of templates defining potential entity attributes to identify extracts matching at least one of the plurality of templates. The computer system parses the extracts according to respective templates of the plurality of templates that match the extracts to determine instances. The computer system performs incremental clustering on a number of the instances to determine potential entity names. The computer system queries the knowledge graph with the potential entity names to obtain a set of candidate entity records. The computer system links the potential entity names with at least partial matching ones of the set of candidate entity records to define updated matching candidate entity records. The computer system updates the knowledge graph with the updated matching candidate entity records.Type: ApplicationFiled: October 14, 2019Publication date: April 15, 2021Inventors: Dmitriy MEYERZON, Jeffrey L. Wight, Nikita Voronkov, Vladimir V. Gvozdev, John Michael Winn, John Guiver, Ivan Korostelev, Matteo Venanzi, Alexander Armin Spengler
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Publication number: 20210110278Abstract: Examples described herein generally relate to a computer system for generating a knowledge graph storing a plurality of entities and to displaying a topic page for an entity in the knowledge graph. The computer system performs a mining of source documents within an enterprise intranet to determine a plurality of entity names. The computer system generates an entity record within the knowledge graph for a mined entity name based on an entity schema and the source documents. The entity record includes attributes aggregated from the source documents. The computer system receives a curation action on the entity record from a first user. The computer system updates the entity record based on the curation action. The computer system displays an entity page including at least a portion of the attributes to a second user based on permissions of the second user to view the source documents.Type: ApplicationFiled: October 14, 2019Publication date: April 15, 2021Inventors: Dmitriy MEYERZON, Jeffrey WIGHT, Andrei Razvan POPOV, Andrei-Alin CORODESCU, Omar FARUK, Jan-Ove KARLBERG, Åge Andre KVALNES, Helge Grenager SOLHEIM, Thuy DUONG, Simon Thoresen HULT, Ivan KOROSTELEV, Matteo VENANZI, John GUIVER, John Michael WINN, Vladimir V. GVOZDEV, Nikita VORONKOV, Chia-Jiun TAN, Alexander Armin SPENGLER
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Patent number: 10963528Abstract: Computer systems, devices, and associated methods of providing personalized content suggestion are disclosed herein. In one embodiment, a method performed by a search engine includes receiving an indication to perform a search for content items from a member. In response to the received indication, the search engine generates a list of content items represented as nodes in an interaction graph. The nodes uniquely correspond to the member from whom the indication to perform the search is received. In the nodes, at least one is indirectly connected to a node representing the member via at least one other node in the interaction graph.Type: GrantFiled: August 19, 2019Date of Patent: March 30, 2021Assignee: Microsoft Technology Licensing, LLCInventors: Dmitriy Meyerzon, Nikita Voronkov, Aninda Ray, Alina Skarbovsky
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Publication number: 20210056472Abstract: Aggregation of content based on user-generated topics is provided. Users may associate one or more topics with content items stored across various workloads and repositories. A topic may be a word or phrase of the user's choice, and may be utilized for discoverability of information and aggregation of content items. Topics and content items associated with topics may be acted on (e.g., a user may add or delete topics to associate with a content item, associate or disassociate content items with a topic, embed a set of content items or a stream of content items associated with a topic into other experiences, follow topics, etc.). Content items identified as related to a specific topic may be automatically suggested as possible content items of interest to the user. Additionally, when a user follows a topic, the user may be notified of any changes that occur to the topic.Type: ApplicationFiled: June 8, 2020Publication date: February 25, 2021Applicant: Microsoft Technology Licensing, LLCInventors: Joshua STICKLER, Christopher KEHLER, Dmitriy MEYERZON, Victor POZNANSKI, Ashok KUPPUSAMY, Oleg MELNYCHUK, Charles Reeves LITTLE
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Publication number: 20200401983Abstract: A computing system comprises, in one example, a display system, a user profile update system configured to update a user profile for a given user, a data extraction system configured to analyze a data source and to extract, from the data source, at least one work attribute associated with the given user, and a surfacing system. The surfacing system comprises a suggestion generator component configured to generate a user profile suggestion based on the at least one work attribute, and a display system controller configured to control the display system to generate a user interface display, with user input mechanisms, that displays the user profile suggestion and to detect a user interaction with the user input mechanisms. The user profile update system updates the user profile based on the detected user interaction.Type: ApplicationFiled: August 27, 2020Publication date: December 24, 2020Inventors: Dmitriy MEYERZON, Zheng CHEN, Welly Sugiarto LEE, Lei JI, Jun YAN, Zhongyuan WANG
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Patent number: 10860956Abstract: A computing system comprises, in one example, a display system, a user profile update system configured to update a user profile for a given user, a data extraction system configured to analyze a data source and to extract, from the data source, at least one work attribute associated with the given user, and a surfacing system. The surfacing system comprises a suggestion generator component configured to generate a user profile suggestion based on the at least one work attribute, and a display system controller configured to control the display system to generate a user interface display, with user input mechanisms, that displays the user profile suggestion and to detect a user interaction with the user input mechanisms. The user profile update system updates the user profile based on the detected user interaction.Type: GrantFiled: April 28, 2016Date of Patent: December 8, 2020Assignee: Microsoft Technology Licensing, LLCInventors: Dmitriy Meyerzon, Zheng Chen, Welly Sugiarto Lee, Lei Ji, Jun Yan, Zhongyuan Wang