Patents by Inventor Soma Shekar Naganna

Soma Shekar Naganna 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).

  • Publication number: 20230029643
    Abstract: A method, a structure, and a computer system for mapping data fields. The exemplary embodiments may include, based on determining that a first data set and a second data set contain homogenous data, mapping at least one column of the first data set to at least one column of the second data set based on comparing at least one of relative column position and unique value sets. Based on determining that the first data set and the second data set contain heterogeneous data, the exemplary embodiments may include mapping the at least one column of the first data set to the at least one column of the second data set based on a difference between distribution signatures of unique value sets within each of the first data set and the second data set being less than a threshold.
    Type: Application
    Filed: July 26, 2021
    Publication date: February 2, 2023
    Inventors: Neeraj Ramkrishna Singh, James Albert O'Neill, JR., Soma Shekar Naganna, Geetha Sravanthi Pulipaty, Abhishek Seth
  • Publication number: 20230027115
    Abstract: A method, a structure, and a computer system for event-based record matching. The exemplary embodiments may include extracting one or more events from a first record and a second record, as well as calculating an event-based score based on comparing the one or more events extracted from the first record with the one or more events extracted from the second record. The exemplary embodiments may further include matching the first record to the second record based on the event-based score exceeding a threshold.
    Type: Application
    Filed: July 26, 2021
    Publication date: January 26, 2023
    Inventors: Geetha Sravanthi Pulipaty, Soma Shekar Naganna, Neeraj Ramkrishna Singh, Abhishek Seth, James Albert O'Neill, Jr.
  • Publication number: 20220413727
    Abstract: An approach is provided for providing optimized identification of duplicate data in a networked computing environment. An aggregate feature vector is created that is specific to an attribute of the data (e.g., a field that holds specific informational content). The aggregate feature vector has a set of dimensions that each define a specific comparison function used to test for similarity between data entries in the attribute. Each dimension in the aggregate feature vector is assigned an effectiveness, and a cost is computed for each dimension. Based on these two, a subset of dimensions is selected to form an optimized feature vector. This optimized feature vector can then be used to analyze a dataset to find matching data.
    Type: Application
    Filed: June 24, 2021
    Publication date: December 29, 2022
    Inventors: Soma Shekar Naganna, Abhishek Seth, Neeraj Ramkrishna Singh
  • Publication number: 20220406302
    Abstract: A method for recording a plurality of augmented reality (AR) sessions between a set of user(s) and an AR computer system, receiving first user input, through the AR computer system and from a first user, identifying a first AR session of the plurality of AR sessions, and presenting at least a portion of the recording of the first AR session on the AR computer system for the first user.
    Type: Application
    Filed: June 17, 2021
    Publication date: December 22, 2022
    Inventors: Soma Shekar Naganna, Sarbajit K. Rakshit, Abhishek Seth
  • Publication number: 20220400140
    Abstract: 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.
    Type: Application
    Filed: June 11, 2021
    Publication date: December 15, 2022
    Inventors: Soma Shekar Naganna, Sarbajit K. Rakshit, Subramanian Palaniappan, Shivakumar Lakshminarayana
  • Publication number: 20220398241
    Abstract: A method for receiving an additional dataset including a plurality of additional data records; determining a record type using classifiers and an internal domain knowledge corpus; dividing the plurality of additional data records into a plurality of indexing groups; assigning the given additional data record to a match set based on completeness and similarity of natures of attributes of the given additional data record; and assigning the given additional data record to and a comparison group based on completeness and similarity of natures of attributes of the given additional data record.
    Type: Application
    Filed: June 9, 2021
    Publication date: December 15, 2022
    Inventors: Abhishek Seth, Soma Shekar Naganna, James Albert O'Neill, JR., Geetha Sravanthi Pulipaty, Neeraj Ramkrishna Singh
  • Publication number: 20220350782
    Abstract: Configuring a data management system by receiving user interaction data associated with search results associated with a first system configuration, identifying a usage pattern in the user interaction data using a first machine learning model, and altering the first system configuration according to the usage pattern.
    Type: Application
    Filed: May 3, 2021
    Publication date: November 3, 2022
    Inventors: Soma Shekar Naganna, James Albert O'Neill, JR., Geetha Sravanthi Pulipaty, Abhishek Seth, Neeraj Ramkrishna Singh
  • Publication number: 20220309047
    Abstract: 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.
    Type: Application
    Filed: March 23, 2021
    Publication date: September 29, 2022
    Inventors: Abhishek Seth, Soma Shekar Naganna, Geetha Sravanthi Pulipaty, Mohit Singh Chouhan, Rishabh Saraf
  • Patent number: 11449704
    Abstract: A multilevel clustered data set for multidimensional vectors is created by defining a plurality of clusters based on each of the signed dimensions of the vectors, each dimension functioning as an axis. Vectors are assigned to each cluster by measuring cosine similarity between a vector and each axis. Sub-clusters are defined as ranges of cosine similarity values within a cluster, and each vector is assigned into the appropriate range based on their cosine similarity value with the axis of the cluster. Searching for a matching vector to a new vector is efficiently achieved in near-constant time by measuring cosine similarity for the new vector with each axis to identify the closest cluster, reusing the cosine similarity of the new vector and axis to determine which sub-cluster corresponds to the appropriate range of values, and then comparing each vector within the sub-cluster until a match is found or ruled out.
    Type: Grant
    Filed: January 16, 2020
    Date of Patent: September 20, 2022
    Assignee: International Business Machines Corporation
    Inventors: Abhishek Seth, Devbrat Sharma, Mahendra Singh Kanyal, Muhammed Abdul Majeed Ameen, Soma Shekar Naganna
  • Publication number: 20220269654
    Abstract: A method, a computer system, and a computer program product for data validation in a microservice environment is provided. Embodiments of the present invention may include receiving a request based on an application configuration validation. Embodiments of the present invention may include determining a schema is not defined based on the request. Embodiments of the present invention may include generating the schema using machine learning. Embodiments of the present invention may include using the generated schema for a plurality of validations.
    Type: Application
    Filed: February 19, 2021
    Publication date: August 25, 2022
    Inventors: Pushpalatha M. Hiremath, Soma Shekar Naganna, Mohammad Khatibi, MARK WANG
  • Publication number: 20220254341
    Abstract: A voice command can be received from a user. One or more voice command devices (VCDs) that the voice command is targeting can be determined. A visual indicator of each of the one or more targeted VCDs can be displayed on an XR device worn by the user, wherein each visual indicator visually indicates a respective targeted VCD the voice command is directed to on the XR device.
    Type: Application
    Filed: February 9, 2021
    Publication date: August 11, 2022
    Inventors: Soma Shekar Naganna, Sarbajit K. Rakshit, Abhishek Seth, Matheen Ahmed Pasha
  • Patent number: 11397715
    Abstract: Indexing and matching records in a data management system by defining entity indexing attributes associated with system records, receiving an incoming data entity, selecting a set of entity candidates according to the entity indexing attributes, matching the incoming entity to an entity candidate, generating an analysis of the entity candidate selection according to entity attribute effectiveness, and revising the entity indexing attributes according to the analysis.
    Type: Grant
    Filed: July 31, 2019
    Date of Patent: July 26, 2022
    Assignee: International Business Machines Corporation
    Inventors: Shettigar Parkala Srinivas, Soma Shekar Naganna, Neeraj Ramkrishna Singh, Abhishek Seth, Prabhakaran Ramalingam
  • Patent number: 11386090
    Abstract: Matching records in an entity resolution system by defining entity attribute feature vectors, determining an entity attribute matching score according to a distance between two entity attribute feature vectors, assigning a statistical weight to an entity attribute matching score, adjusting the entity attribute matching score according to the statistical weight and an entity attribute frequency of occurrence, and determining an aggregate entity attribute matching score.
    Type: Grant
    Filed: April 8, 2020
    Date of Patent: July 12, 2022
    Assignee: International Business Machines Corporation
    Inventors: Abhishek Seth, Soma Shekar Naganna, James Albert O'Neill, Jr., Lars Bremer, Mariya Chkalova
  • Publication number: 20220188299
    Abstract: A computer-implemented method includes determining, by a computer device, composite view rules for combining first data from a first data record and second data from a second data record to create a composite view of an entity in a master data management system; receiving, by the computer device, the first data; receiving, by the computer device, the second data; creating, by the computer device, the composite view from the first data and the second data based on the composite view rules; physically materializing the composite view on a storage device; preserving, by the computer device, the first data record; and preserving, by the computer device, the second data record.
    Type: Application
    Filed: March 3, 2022
    Publication date: June 16, 2022
    Inventors: Martin OBERHOFER, Jason Allen WOODS, Rin DAVIS, Soma Shekar NAGANNA, Pankuj CHACHRA
  • Publication number: 20220188567
    Abstract: 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.
    Type: Application
    Filed: December 11, 2020
    Publication date: June 16, 2022
    Inventors: Balaji Ganesan, Kalapriya Kannan, Neeraj Ramkrishna Singh, Shettigar Parkala Srinivas, Hima Patel, Soma Shekar Naganna, Berthold Reinwald, Sameep Mehta
  • Patent number: 11361064
    Abstract: A method provides for a field of view (FOV) of a smart contact lens of a user, such that the FOV includes a plurality of segments of the FOV. A device is identified from object recognition performed on image data from the smart contact lens and viewed within a first segment of the FOV. A key is transmitted to the device that includes credentials of the user of the smart contact lens to authenticate the user to the device that is viewed within the first segment of the FOV. A first level of access to the device is provided, based on viewing the device in the first segment of the FOV, and in response to changing the viewing of the device to a second segment of the FOV, providing a second level of access to the device associated with viewing the device in the second segment of the FOV.
    Type: Grant
    Filed: May 7, 2020
    Date of Patent: June 14, 2022
    Assignee: International Business Machines Corporation
    Inventors: Soma Shekar Naganna, Sarbajit K. Rakshit, Abhishek Seth, Venkata JayaPrakash Jinka
  • Publication number: 20220164396
    Abstract: 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.
    Type: Application
    Filed: November 25, 2020
    Publication date: May 26, 2022
    Inventors: Abhishek Seth, Soma Shekar Naganna, Randy Hu, James Albert O'Neill, JR.
  • Patent number: 11294943
    Abstract: Systems, methods, and computer-readable media are disclosed for associating and reconciling disparate key-value pairs corresponding to a target entity across multiple organizational entities using a distributed match. A shared output mapping may be generated that associates and reconciles common and/or conceptually aligned key-value pairs across the multiple organizational entities. The shared output mapping allows any given organizational entity to leverage information known to other organizational entities about a target entity. In this manner, the organizational entities participate in an information sharing ecosystem that enables each organizational entity to provide a user with a more optimally customized user experience based on the greater breadth of information available through the shared output mapping.
    Type: Grant
    Filed: December 8, 2017
    Date of Patent: April 5, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Thomas A. Brunet, Pushpalatha M. Hiremath, Soma Shekar Naganna, Willie L. Scott, II
  • Patent number: 11275770
    Abstract: Embodiments include a computer-implemented method including identifying, by a primary computer device, a plurality of records, each record having one or more attributes; standardizing, by the primary computer device, each of the plurality of records; assigning, by the primary computer device, an index to one or more of the one or more attributes; providing, by the primary computer device, instructions for clustering the standardized plurality of records in parallel into one or more clusters, each cluster including records having the same index, the one or more clusters being in a group; receiving, by the primary computer device, one or more groups, each group including one or more clusters sharing a same index; and linking one or more of the plurality of records in a cluster with another one or more of the plurality of records in another cluster within a same group.
    Type: Grant
    Filed: April 5, 2019
    Date of Patent: March 15, 2022
    Assignee: INTFRNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Abhishek Seth, Soma Shekar Naganna, Matheen Ahmed Pasha, Pushpalatha M. Hiremath, Arvind S. Shetty, Subramanian Palaniappan
  • Patent number: 11275727
    Abstract: A computer-implemented method includes determining, by a computer device, composite view rules for combining first data from a first data record and second data from a second data record to create a composite view of an entity in a master data management system; receiving, by the computer device, the first data; receiving, by the computer device, the second data; creating, by the computer device, the composite view from the first data and the second data based on the composite view rules; physically materializing the composite view on a storage device; preserving, by the computer device, the first data record; and preserving, by the computer device, the second data record.
    Type: Grant
    Filed: September 19, 2019
    Date of Patent: March 15, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Martin Oberhofer, Jason Allen Woods, Rin Davis, Soma Shekar Naganna, Pankuj Chachra