Patents Assigned to FMR LLC
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Patent number: 11893033Abstract: Methods and apparatuses are described in which unstructured computer text is analyzed for generation of an enforcement action database. A computing device receives a digital document comprising a corpus of unstructured text and converts each sentence into tokens. The computing device identifies entities in the tokens and classifies each sentence as relevant or not relevant to an enforcement action. For each relevant sentence, the computing device generates a record in a first data structure and generates a record in a second data structure. The computing device maps the records in the first data structure to the records in the second data structure based upon an enforcement attribute to generate a third data structure. The computing device aggregates the records in the third data structure based upon a name of the entity and a type of the entity in the sentence to determine an aggregated first enforcement attribute for each entity.Type: GrantFiled: March 1, 2022Date of Patent: February 6, 2024Assignee: FMR LLCInventors: Suresh Nalliakodan, Deepak Venkatachalapathi, Dmitry Bisikalo, Rijesh Panicker, Seth Brooks, Sharon Botwinik
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Patent number: 11861712Abstract: The Multiple Modular Asset Class Constructor Apparatuses, Methods and Systems (“MMACC”) transforms collateralized equity obligation structure parameters, asset search, tranche selections inputs via MMACC components into asset income distribution message, principal distribution message outputs. A capital structure input may be obtained from a system user via a first data structure that specifies dividend allocation and capital allocation for a first equity tranche, and dividend allocation and capital allocation for a second equity tranche. Dividend allocation and capital allocation for the first equity tranche, and dividend allocation and capital allocation for the second equity tranche may be determined. A second data structure may be generated that maps dividend allocation and capital allocation of an index to the first equity tranche and to the second equity tranche. Shares of the first equity tranche and shares of the second equity tranche may be generated using the second data structure.Type: GrantFiled: December 3, 2015Date of Patent: January 2, 2024Assignee: FMR LLCInventors: Matthew Kenigsberg, Prasenjit Mazumdar, Keith Quinton
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Patent number: 11847565Abstract: Methods and apparatuses are described for automatic refinement of intent classification for virtual assistant applications. A computing device creates utterance groups comprising messages. The device determines, using a first machine learning (ML) classifier, a first predicted intent associated with each utterance group and determines, using a second ML classifier, a second predicted intent associated with each utterance group. The device combines the first and second predicted intents to generate a final predicted intent, determines, for each incomprehensible utterance group, whether the final predicted intent overlaps with the final predicted intent for other utterance groups, and selects messages having no overlapping intent to create new intents.Type: GrantFiled: February 14, 2023Date of Patent: December 19, 2023Assignee: FMR LLCInventors: Hua Hao, Tieyi Guo, Byung Chun, Yachao He, Ou Li, Chao Yu
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Patent number: 11829457Abstract: A computer-implemented method for controlling access to a source code repository residing on a server system coupled to a communications network includes: receiving, by a computing device coupled to the network, an instruction to execute a client executable for accessing the source code repository, wherein the client executable includes a first hash based on the client executable; determining a validity of the first hash; computing a second hash based on the client executable; providing the first hash and the second hash to the server system; determining a validation result for the client executable, wherein the validation result is based on the first hash and the second hash matching a corresponding pair of hashes of a plurality of valid hashes stored in a database; in response to the validation result indicating that the client executable is valid, accessing the source code repository.Type: GrantFiled: March 31, 2023Date of Patent: November 28, 2023Assignee: FMR LLCInventors: Sudarsan Tandri, Gregory Smith
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Patent number: 11830029Abstract: Methods and apparatuses are described for automated optimization and personalization of customer-specific communication channels using feature classification. A server captures historical interaction data comprising a channel type, a user identifier, an interaction date, and a user response value. The server generates a channel feature vector for each combination of channel type, user identifier, and interaction date. The server identifies features from the channel feature vectors for each different channel type and aggregates the features into a common feature vector. The server executes a trained classification model on the common feature vectors to select user identifiers for each different channel type that have an engagement probability value at or above a corresponding threshold.Type: GrantFiled: August 18, 2021Date of Patent: November 28, 2023Assignee: FMR LLCInventors: Aditi Kalra, Shounak Ghosal, Susan Abraham
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Patent number: 11831490Abstract: Techniques are provided for performing information technology service management (ITSM) correlation for infrastructure environment functions such as management, operation, and remediation. Specifically, a processor may receive an incident identifier for an incident record corresponding to an incident encountered by the infrastructure environment. The processor may use the incident identifier to correlate incident data to data of different management services, e.g., change management and problem management. Specifically, the processor may correlate the incident data to change data, and the change data may be correlated to problem data. The processor may also correlate the incident data to other incident data, and the other incident data may be correlated to problem data. The problem data can be utilized to improve or remediate the incident of interest.Type: GrantFiled: March 27, 2023Date of Patent: November 28, 2023Assignee: FMR LLCInventors: Devi Chandrasekaran, Sachin Samuel
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Patent number: 11822894Abstract: Methods and apparatuses are described for integrating common and context-specific natural language understanding (NLU) processing in a virtual assistant application. A server identifies a common NLU processing unit comprising (i) a common NLU classification model and (ii) a common response library comprising common responses. The server builds a combined NLU processing unit based upon the common NLU classification model and a context-specific NLU classification model, the combined NLU processing unit comprising (i) a combined NLU classification model trained using the common NLU training data and context-specific NLU training data, (ii) the common response library and (iii) a context-specific response library comprising context-specific responses. The server generates a response to an input utterance by determining a user intent associated with the input utterance using the combined NLU classification model, locating a response associated with the user intent in one or more of the libraries.Type: GrantFiled: December 30, 2022Date of Patent: November 21, 2023Assignee: FMR LLCInventors: Christopher Yu, Elizabeth Burke, Sheebarani Muthukrishnan, Jyothi Turpu, Steven Simons, Murali Mohan Aravapalli, Ajay Ganapathiraju
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Patent number: 11799734Abstract: Methods and apparatuses are described for determining future user actions using time-based featurization of clickstream data. A server captures clickstream data corresponding to web browsing sessions and converts the clickstream data into tokens by identifying each unique URL and parsing each unique URL into tokens. The server generates a frequency matrix based upon the tokens, and generates a latent feature vector for each URL in the session based upon the frequency matrix. The server merges the latent feature vectors and the clickstream data into an aggregate clickstream vector set for a user. The server assigns time-decayed weight values to each latent feature vector in the aggregate clickstream vector set. The server combines the time-decayed latent feature vectors to generate a clickstream embedding for the user, and executes a machine learning model using the clickstream embedding to generate one or more predicted actions of the user.Type: GrantFiled: May 17, 2022Date of Patent: October 24, 2023Assignee: FMR LLCInventors: Emily Strong, Serdar Kadioglu, Manny Jain, Filip Michalsky, Alex Arias-Vargas, Siddharth Narayanan
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Patent number: 11798085Abstract: In one embodiment, a method for accounting for equity transactions for an incorporated legal entity in an interactive computer system is disclosed, comprising: identifying a stock option grant document stored as an electronic document on an interactive computer system, the electronic document stored in association with an electronic record of the incorporated legal entity; identifying a stock option grant in the stock option grant document, stored as core record metadata within the stock option grant document; determining a number of granted stock options using the stock option grant stored as core record metadata; subtracting the number of granted options from a stock option grant user account associated with both a user and the incorporated legal entity; and subtracting the number of granted options from an outstanding shares account associated with the incorporated legal entity, in conjunction with a stock option exercise document and as a number of granted shares.Type: GrantFiled: June 3, 2020Date of Patent: October 24, 2023Assignee: FMR LLCInventors: Steven Paul Papa, Jason Furtado, Stephan Richter, Jordan Vance
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Patent number: 11790215Abstract: Systems and methods for extracting data values from electronic documents using neural networks. The method includes receiving an electronic document having data values and associated field identifiers, determining pixel coordinates corresponding to the field identifiers using a first neural network, and extracting the field identifiers located at the pixel coordinates using a second neural network. The method also includes, for each of the field identifiers, calculating pixel coordinates on the electronic document corresponding to a data value associated with the field identifier using a third neural network and extracting the data value located at the calculated pixel coordinates using the second neural network. The method further includes, for each of the data values, generating a record in a data structure, the record including the extracted value and the extracted field identifier. The method also includes storing the data structure including the records in a database.Type: GrantFiled: February 3, 2022Date of Patent: October 17, 2023Assignee: FMR LLCInventor: Connor Campbell
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Patent number: 11775558Abstract: Systems and methods are described herein for stopping a data replication process on database systems. The method includes identifying a data replication process corresponding to a downstream database system and an upstream database system. The method also includes determining a first status of the data replication process at the downstream database system and upstream data corresponding to the upstream database system. The method also includes determining a second status of the data replication process at the upstream database system based on the upstream data. The method also includes stopping the data replication process at the upstream database system based on the second status and stopping the data replication process at the downstream database system based on the first status. The method also includes generating a data log notification including data corresponding to the stopped data replication process.Type: GrantFiled: April 11, 2022Date of Patent: October 3, 2023Assignee: FMR LLCInventors: Balasubramanian Chitraputhiran, Sachin Samuel
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Patent number: 11775334Abstract: Methods and apparatuses are described for provisioning and managing data orchestration platforms in a cloud computing environment. A server provisions in a first region a first data orchestration platform comprising (i) a first data transformation instance, (ii) first endpoints, and (iii) a first data integration instance. The server provisions in a second region a second data orchestration platform comprising (i) a second data transformation instance, (ii) second endpoints, and (iii) a second data integration instance. The server integrates the first data integration instance and the second data integration instance with an identity authentication service. The server monitors operational status of the first orchestration platform and the second orchestration platform using a monitoring service. The server refreshes virtual computing resources in each of the first orchestration platform and the second orchestration platform using a rehydration service.Type: GrantFiled: January 10, 2023Date of Patent: October 3, 2023Assignee: FMR LLCInventors: Terence Doherty, Saurabh Singh, Aniruththan Somu Duraisamy, Digvijay Narayan Singh, Avinash Mysore Geethananda, Aravind Ganesan
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Patent number: 11775352Abstract: Methods and apparatuses are described for automated prediction of computing resource performance scaling using reinforcement learning. A server executes performance tests against a production computing environment comprising a plurality of computing layers to capture performance data for computing resources in the production environment, where the performance tests are configured according to transactions-per-second (TPS) values. The server trains a classification model using the performance data, the trained model configured to predict computing power required by the plurality of computing layers. The server identifies a target TPS value and a target cost tolerance for the production environment and executes the trained classification model using the target TPS value and the target cost tolerance as input to generate a prediction of computing power required by the plurality of computing layers.Type: GrantFiled: November 28, 2022Date of Patent: October 3, 2023Assignee: FMR LLCInventors: Nikhil Krishnegowda, Saloni Priyani, Samir Kakkar
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Patent number: 11763097Abstract: Methods and apparatuses are described for intelligent dialogue recovery in virtual assistant communication sessions. A chat session is established between a virtual assistant (VA) and a remote device. A primary dialogue is created between the VA and the remote device, including (i) requesting from a first natural language processing (NLP) service an intent associated with user messages and (ii) waiting for a corresponding response. A secondary dialogue is created between the VA and the remote device that is synchronized to a state of the primary dialogue. When the response from the first NLP service succeeds, primary messages are generated and transmitted to the remote device in the primary dialogue. When the response from the first NLP service fails, an intent is requested from the second NLP service, and secondary messages are generated and transmitted to the remote device in the secondary dialogue.Type: GrantFiled: August 2, 2022Date of Patent: September 19, 2023Assignee: FMR LLCInventors: Tito Thomas, Allen Detmer
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Patent number: 11734089Abstract: Methods and apparatuses are described for dynamic option reselection in virtual assistant (VA) communication sessions. A chat session is established between a VA application and a remote computing device. The VA application captures a first conversation intent generated by a user of the remote device, where the first conversation intent is part of a first workflow. The VA application generates an option selection feature based upon the first conversation intent, comprising a plurality of options and associated with a reference identifier. The VA application receives a selection of a first option in the option selection feature from the remote device. The VA application initiates a second workflow in response to the selected. The VA application detects a selection of a second option in the option selection feature from the remote device and restores the chat session to a state in the first workflow using the reference identifier.Type: GrantFiled: October 7, 2022Date of Patent: August 22, 2023Assignee: FMR LLCInventor: Allen Detmer
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Patent number: 11734165Abstract: Methods and apparatuses for automated verification of visual user interface (UI) changes include a computing device that receives a baseline test report comprising a plurality of test steps associated with execution of a test against a software application. The computing device receives a recent test report comprising a plurality of test steps associated with execution of a test against the software application. The computing device matches each test step of the baseline report with a corresponding test step of the recent report. For each pair of matched steps, the computing device compares a first UI screenshot captured during execution the baseline report to a second UI screenshot captured during execution of the recent report. The computing device determines differences between the first UI screenshot and the second UI screenshot, generates a differential image based upon the differences, and stores the differential image in a data store.Type: GrantFiled: February 3, 2023Date of Patent: August 22, 2023Assignee: FMR LLCInventor: Scott Schreiber
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Patent number: 11726804Abstract: A computer-implemented method is provided for guiding a user to create one or more templates for assembling a demo workflow. The method includes filtering a plurality of web content uploaded by a user to remove unwanted material including references to external files and unreachable links so that the plurality of web content are stand-alone content, and presenting to the user a graphical user interface for building a plurality of templates using the filtered web content. The graphical user interface is configured to allow the user to choose one or more filtered web content to populate each template. The method also includes generating a demo workflow by (i) allowing the user to select a desired set of templates from the plurality of templates and (ii) interlinking the selected templates in an order specified by the user.Type: GrantFiled: September 6, 2022Date of Patent: August 15, 2023Assignee: FMR LLCInventor: Mohan Kumar Guruswamy
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Patent number: 11726782Abstract: Methods and apparatuses are described for assessing and auditing release readiness for a software application. A server receives identification of a software application to be deployed to a production computing environment. The server determines technical attributes of the identified software application from application lifecycle management tools. The server selects one or more release readiness assessment criteria corresponding to the identified software application. The server applies the technical attributes of the identified software application to the release readiness assessment criteria to generate a release readiness score for the software application. The server deploys the identified software application to the production computing environment when the release readiness score is at or above a predetermined threshold. The server prevents deployment of the identified software application to the production computing environment when the release readiness score is below the predetermined threshold.Type: GrantFiled: July 30, 2021Date of Patent: August 15, 2023Assignee: FMR LLCInventors: Maureen Olejarz, Venkatesh Yerramsetty, Sancho Chittillappily Sebastine, Aravind Arumugham, Shubham Dhanuka, Cameron Keith, Natalia Potochniak, Xinxing Zeng, Narasimha Mannepalli
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Patent number: 11727245Abstract: Methods and apparatuses are described for unstructured computer text is analyzed for masking of confidential information using artificial intelligence. A client device generates a message comprising unstructured computer text including confidential information. A server trains a word embedding model using the unstructured text. The server generates a multidimensional vector for each word in the unstructured text, generates a mapping table comprising a predetermined set of words corresponding to confidential information from the unstructured text, and determines one or more neighboring words in the trained word embedding model using the predetermined set of words. The server updates the mapping table to incorporate the one or more neighboring words and executes rules on the unstructured text that filter out one or more words, and applies the updated mapping table to match words in the updated mapping table with words in the filtered text and mask the matching words in the unstructured text.Type: GrantFiled: January 15, 2019Date of Patent: August 15, 2023Assignee: FMR LLCInventors: Yu Zhang, Pu Li, Hua Hao, Liang Chen, Dong Han
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Patent number: 11720975Abstract: Systems and methods for distributing transaction files among accounts corresponding to a physical card. The method includes receiving a transaction file from a transaction processing entity. The transaction file is associated with a physical card. The method also includes identifying at least one purse segment in the transaction file. Each purse segment corresponds to a transaction associated with the physical card. The method further includes, for each of the at least one purse segments, identifying a purse ID corresponding to at least one account associated with the physical card and extracting transaction data from the transaction file corresponding to the purse ID. The method also includes, for each of the at least one purse segments, storing the transaction data corresponding to the purse ID into a distribution file and transmitting the distribution file to an account processing system.Type: GrantFiled: November 5, 2020Date of Patent: August 8, 2023Assignee: FMR LLCInventors: Thejaswini Srikanta, Jayesh Parab, Pradeep Srinivasan Madhu