公开(公告)号：US11989733B2

公开(公告)日：2024-05-21

申请号：US17451045

申请日：2021-10-15

申请人： ADP, Inc.

发明人： Carlos Nascimento ,  Guilherme Gomes ,  Roberto Coutinho ,  Roberto Silveira

IPC分类号： G06Q20/40 ,  G06F18/20 ,  G06N3/08 ,  G06V30/146 ,  G06V30/413 ,  G06V30/416

CPC分类号： G06Q20/4016 ,  G06F18/285 ,  G06N3/08 ,  G06V30/1473 ,  G06V30/413 ,  G06V30/416

摘要： A method receives an electronic image and uses the image as an input to a neural network. Based on a determination that the image represents a document, the method uses the image as an input to another neural network to identify a portion of the document containing an identifier. The method extracts the identifier by performing character recognition on the identified portion and determines whether the identifier is valid by using a validation API to determine whether the identifier is associated with a valid account at an institution. Based on a determination that the identifier is associated with a valid account, the method authorizes a transaction associated with the identifier. Based on a determination that the identifier is not associated with a valid account, the method denies the transaction. The first neural network classifies the electronic image into one of multiple valid document types and an invalid document type.

公开(公告)号：US11748569B2

公开(公告)日：2023-09-05

申请号：US18068736

申请日：2022-12-20

申请人： ADP, Inc.

发明人： Guilherme Gomes ,  Bruno Apel ,  Jarismar Silva ,  Vincent Kellers ,  Roberto Dias ,  Roberto Masiero ,  Roberto Silveira

IPC分类号： G06F40/295 ,  G10L17/24 ,  G06N20/00 ,  G06F40/205 ,  G06F18/24

CPC分类号： G06F40/295 ,  G06F18/24 ,  G06F40/205 ,  G06N20/00 ,  G10L17/24

摘要： Systems, methods, and computer-readable storage media for responding to a query using a neural network and natural language processing. If necessary, the system can request disambiguation, then parse the query using a trained machine-learning classifier, resulting in at least one of an identified subject or an identified domain of the text query. The system can determine if the user is authorized to retrieve answers to the query and, if so, retrieve factual data associated with the query. The system can then retrieve a response template, and fill in the template with the retrieved facts. The system can then determine, by executing a machine comprehension model on the filled response template, a probable readability token, portion of text, of at least a portion of the filled response template and, upon identifying that the probable readability is above a threshold, reply to the text query with the at least a portion of the filled response template.

公开(公告)号：US20230153536A1

公开(公告)日：2023-05-18

申请号：US18068736

申请日：2022-12-20

申请人： ADP, Inc

发明人： Guilherme Gomes ,  Bruno Apel ,  Jarismar Silva ,  Vincent Kellers ,  Roberto Dias ,  Roberto Masiero ,  Roberto Silveira

IPC分类号： G06F40/295 ,  G10L17/24 ,  G06N20/00 ,  G06F40/205 ,  G06F18/24

CPC分类号： G06F40/295 ,  G10L17/24 ,  G06N20/00 ,  G06F40/205 ,  G06F18/24

摘要： Systems, methods, and computer-readable storage media for responding to a query using a neural network and natural language processing. If necessary, the system can request disambiguation, then parse the query using a trained machine-learning classifier, resulting in at least one of an identified subject or an identified domain of the text query. The system can determine if the user is authorized to retrieve answers to the query and, if so, retrieve factual data associated with the query. The system can then retrieve a response template, and fill in the template with the retrieved facts. The system can then determine, by executing a machine comprehension model on the filled response template, a probable readability token, portion of text, of at least a portion of the filled response template and, upon identifying that the probable readability is above a threshold, reply to the text query with the at least a portion of the filled response template.

公开(公告)号：US20240045894A1

公开(公告)日：2024-02-08

申请号：US18482441

申请日：2023-10-06

申请人： ADP, Inc.

发明人： Roberto Coutinho ,  Roberto Silveira ,  Guilherme Gomes ,  Carlos Nascimento

IPC分类号： G06F16/33 ,  G06F40/279 ,  G06F16/34 ,  G06F16/338

CPC分类号： G06F16/3344 ,  G06F40/279 ,  G06F16/34 ,  G06F16/338

摘要： Systems, methods, and computer-readable storage media for recommending computational commands based on a weighted, ranked hierarchical graph. The system converts a map of intended user actions to canonical actions (commands) into a graph representation. Then, via a chatbot algorithm, the system receives an initial intent as a request by a user of the chatbot algorithm. Based on the popularity of alternative canonical actions, the system makes recommendations of alternative actions which are similar to the initial intent provided by the user.

公开(公告)号：US20230385952A1

公开(公告)日：2023-11-30

申请号：US18449679

申请日：2023-08-14

申请人： ADP, Inc.

发明人： Roberto Coutinho ,  Roberto Silveira ,  Guilherme Gomes

IPC分类号： G06Q40/12 ,  G06Q10/067 ,  G06N3/04 ,  G06N3/08

CPC分类号： G06Q40/125 ,  G06Q10/067 ,  G06N3/04 ,  G06N3/08

摘要： Systems, methods, and computer-readable storage media for identifying and generating insights using machine learning and serverless computing systems. When events are detected, data from those events is collected and formatted into predefined formats. That formatted data is then used within an instance, where a machine learning algorithm is executed by a serverless computing system using the data within the instance as input. The result from the machine learning algorithm is an insight into the event and event data, which can be presented to users for interpretation.

公开(公告)号：US20230385552A1

公开(公告)日：2023-11-30

申请号：US18447273

申请日：2023-08-09

申请人： ADP, Inc.

发明人： Guilherme Gomes ,  Bruno Apel ,  Jarismar Silva ,  Vincent Kellers ,  Roberto Rodrigues Dias ,  Roberto Masiero ,  Roberto Silveira

IPC分类号： G06F40/295 ,  G10L17/24 ,  G06N20/00 ,  G06F40/205 ,  G06F18/24

CPC分类号： G06F40/295 ,  G10L17/24 ,  G06N20/00 ,  G06F40/205 ,  G06F18/24

摘要： Systems, methods, and computer-readable storage media for responding to a query using a neural network and natural language processing. If necessary, the system can request disambiguation, then parse the query using a trained machine-learning classifier, resulting in at least one of an identified subject or an identified domain of the text query. The system can determine if the user is authorized to retrieve answers to the query and, if so, retrieve factual data associated with the query. The system can then retrieve a response template, and fill in the template with the retrieved facts. The system can then determine, by executing a machine comprehension model on the filled response template, a probable readability token, portion of text, of at least a portion of the filled response template and, upon identifying that the probable readability is above a threshold, reply to the text query with the at least a portion of the filled response template.

公开(公告)号：US11782964B2

公开(公告)日：2023-10-10

申请号：US17450380

申请日：2021-10-08

申请人： ADP, Inc.

发明人： Roberto Coutinho ,  Roberto Silveira ,  Guilherme Gomes ,  Carlos Nascimento

IPC分类号： G06F16/33 ,  G06F40/279 ,  G06F16/34 ,  G06F16/338

CPC分类号： G06F16/3344 ,  G06F16/338 ,  G06F16/34 ,  G06F40/279

摘要： Systems, methods, and computer-readable storage media for recommending computational commands based on a weighted, ranked hierarchical graph. The system converts a map of intended user actions to canonical actions (commands) into a graph representation. Then, via a chatbot algorithm, the system receives an initial intent as a request by a user of the chatbot algorithm. Based on the popularity of alternative canonical actions, the system makes recommendations of alternative actions which are similar to the initial intent provided by the user.

公开(公告)号：US20230316234A1

公开(公告)日：2023-10-05

申请号：US18132805

申请日：2023-04-10

申请人： ADP, INC.

发明人： Wagner Peres ,  Guilherme Gomes ,  Stefan Zanona ,  Roberto Silveira

IPC分类号： G06Q10/1091 ,  G06Q10/04 ,  G06F17/18 ,  G06N3/08 ,  G06N3/045

CPC分类号： G06Q10/1091 ,  G06Q10/04 ,  G06F17/18 ,  G06N3/08 ,  G06N3/045

摘要： A method, computer system, and computer program product are provided for managing time record events. Time record events are collected for a number of users. Each time record event includes a geolocation of one of a number of users. The time record events and geolocations for each of the number of users are models via machine learning. A current geolocation for a given user is identified. A suggested event is predicted based on the current geolocation and a current time. The suggested event is pushed to the user.

公开(公告)号：US11631055B2

公开(公告)日：2023-04-18

申请号：US17140892

申请日：2021-01-04

申请人： ADP, INC.

发明人： Wagner Peres ,  Guilherme Gomes ,  Stefan Zanona ,  Roberto Silveira

IPC分类号： G06Q10/10 ,  G06Q10/1091 ,  G06Q10/04 ,  G06F17/18 ,  G06N3/04 ,  G06N3/08

摘要： A method, computer system, and computer program product are provided for managing time record events. Time record events are collected for a number of users. Each time record event includes a geolocation of one of a number of users. The time record events and geolocations for each of the number of users are models via machine learning. A current geolocation for a given user is identified. A suggested event is predicted based on the current geolocation and a current time. The suggested event is pushed to the user.

公开(公告)号：US11562749B2

公开(公告)日：2023-01-24

申请号：US16864931

申请日：2020-05-01

申请人： ADP, Inc.

发明人： Guilherme Gomes ,  Bruno Apel ,  Jarismar Silva ,  Vincent Kellers ,  Roberto Rodrigues Dias ,  Roberto Masiero ,  Roberto Silveira

IPC分类号： G06N20/00 ,  G10L17/24 ,  G06F40/205 ,  G06F40/295 ,  G06K9/62

摘要： Systems, methods, and computer-readable storage media for responding to a query using a neural network and natural language processing. If necessary, the system can request disambiguation, then parse the query using a trained machine-learning classifier, resulting in at least one of an identified subject or an identified domain of the text query. The system can determine if the user is authorized to retrieve answers to the query and, if so, retrieve factual data associated with the query. The system can then retrieve a response template, and fill in the template with the retrieved facts. The system can then determine, by executing a machine comprehension model on the filled response template, a probable readability token, portion of text, of at least a portion of the filled response template and, upon identifying that the probable readability is above a threshold, reply to the text query with the at least a portion of the filled response template.