公开(公告)号：US12056132B2

公开(公告)日：2024-08-06

申请号：US17519561

申请日：2021-11-04

申请人： People.ai, Inc.

发明人： Oleksiy Oryeshko ,  Wei Hai ,  Hang Li ,  Cathy Xi

IPC分类号： G06F16/2457 ,  G06F9/54 ,  G06F16/23

CPC分类号： G06F16/24578 ,  G06F9/542 ,  G06F16/2379

摘要： The present disclosure relates to selection of a first record object for association with second record objects based on connection profiles. Member entities of a second group entity that are associated with second record objects associated with processes may be identified. A second record object having a first object field-value pair identifying the second group entity may be identified. A first member entity having a respective connection score exceeding a threshold may be selected. A notification comprising an identification of the selected first member entity may be transmitted to an electronic account of a node profile.

公开(公告)号：US11720546B2

公开(公告)日：2023-08-08

申请号：US16882078

申请日：2020-05-22

申请人： People.ai, Inc.

发明人： Oleg Rogynskyy ,  David Flink ,  Cathy Xi ,  Wei Hai ,  Cameron Feenstra

IPC分类号： G06F16/23 ,  H04L67/1095 ,  G06N20/00

CPC分类号： G06F16/2379 ,  H04L67/1095 ,  G06N20/00

摘要： Systems and methods for providing content items can generate the content items based on impact scores associated with actions of the content items. The system and methods can include accessing, for an entity, a plurality of record objects linked with one or more electronic activities having the entity as a participant, each record object corresponding to an event to be completed; identifying, for each record object of the plurality of record objects, an action to perform to increase a completion score; determining, for each action, using the electronic activities linked with the record object and a current completion score of the record object, an impact score indicating an amount of change in the completion score of the record object corresponding to the action; and providing, for presentation to a device of the entity, a content item corresponding to the action based on the impact score.

公开(公告)号：US20220201089A1

公开(公告)日：2022-06-23

申请号：US17694198

申请日：2022-03-14

申请人： People.ai, Inc.

发明人： Oleg Rogynskyy ,  David Flink ,  Kavita Shah ,  Wei Hai

IPC分类号： H04L67/50 ,  G06F7/14 ,  G06F11/30 ,  G06F11/34 ,  G06F16/11 ,  G06F16/178 ,  G06F16/17 ,  G06F16/182 ,  G06F16/21 ,  G06F16/215 ,  G06F16/22 ,  G06F16/23 ,  G06F16/245 ,  G06F16/2457 ,  G06F16/2458 ,  G06F16/2455 ,  G06F16/25 ,  G06F16/26 ,  G06F16/27 ,  G06F16/28 ,  G06F16/29 ,  G06F16/31 ,  G06F16/335 ,  G06F16/35 ,  G06F16/901 ,  G06F16/906 ,  G06F16/9035 ,  G06F16/903 ,  G06F16/9535 ,  G06F21/62 ,  G06F40/20 ,  G06F40/237 ,  G06F40/295 ,  G06N3/08 ,  G06N5/02 ,  G06N5/04 ,  G06N7/02 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q10/10 ,  G06Q50/22 ,  G16H50/20 ,  H04L41/14 ,  H04L43/026 ,  H04L43/045 ,  H04L43/062 ,  H04L43/065 ,  H04L43/067 ,  H04L43/0876 ,  H04L43/00 ,  H04L51/046 ,  H04L51/00 ,  H04L51/42 ,  H04L51/234 ,  H04L61/45 ,  H04L67/125 ,  H04L67/30 ,  H04L67/303 ,  H04L67/306 ,  H04M3/436 ,  H04M15/00

摘要： The present disclosure relates to restricting generation and delivery of insights to data source providers. Electronic activities and record objects may be accessed. Each record object may correspond to a record object type and have one or more object field-value pairs. Node profiles may be maintained. Updates to a node graph or corresponding to a record object may be detected. A number of data source providers having respective electronic activities or record objects from which the update to the node graph or corresponding to the record object can be determined. Provisioning of a content item to a second data source provider may be restricted.

公开(公告)号：US11265388B2

公开(公告)日：2022-03-01

申请号：US16360953

申请日：2019-03-21

申请人： People.ai, Inc.

发明人： John Wulf ,  Sathya Hariesh Prakash ,  Vardhman Jain ,  Stefan Hermanek ,  Wei Hai ,  Oleg Rogynskyy

IPC分类号： G06F16/9035 ,  H04L29/08 ,  G06F16/335 ,  G06F16/2455 ,  G06F16/28 ,  G06F16/26 ,  G06F16/901 ,  G06F16/903 ,  G16H50/20 ,  G06F16/27 ,  G06F16/22 ,  G06F16/23 ,  G06F16/245 ,  G06F16/906 ,  G06F16/21 ,  G06F16/11 ,  G06F16/215 ,  G06F16/2458 ,  G06F16/25 ,  G06F16/2457 ,  H04L67/50 ,  G06F16/9535 ,  G06F16/178 ,  G06F16/17 ,  G06F16/29 ,  G06F16/35 ,  G06F40/295 ,  G06F7/14 ,  G06F11/30 ,  G06F11/34 ,  G06F21/62 ,  G06N3/08 ,  G06N5/04 ,  G06N7/02 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q10/10 ,  G06Q50/22 ,  H04L41/14 ,  H04L43/026 ,  H04L43/045 ,  H04L43/062 ,  H04L43/065 ,  H04L43/067 ,  H04L43/0876 ,  H04L43/00 ,  H04L51/046 ,  H04L51/42 ,  H04L51/234 ,  H04L61/45 ,  H04L67/125 ,  H04L67/30 ,  H04L67/306 ,  H04M3/436 ,  H04M15/00 ,  G06F40/237 ,  G06F40/20 ,  H04L51/00 ,  H04L67/303 ,  G06N5/02 ,  G16H15/00 ,  G16H50/30 ,  G06N20/00 ,  G06F40/205 ,  H04L101/37 ,  H04M3/56 ,  H04L12/14 ,  H04M3/22

摘要： The present disclosure relates to methods, systems, and storage media for updating confidence scores of labels based on subsequent electronic activities. Exemplary embodiments may maintain a plurality of node profiles corresponding to a plurality of unique entities; access a plurality of electronic activities transmitted or received via electronic accounts associated with one or more data source providers; identify a first electronic activity to process; assign a tag to the first electronic activity based on the data included in the electronic activity; determine a confidence score of the tag based on the data included in the first electronic activity; identify a second electronic activity to process; and update the confidence score of the tag assigned to the first electronic activity responsive to parsing the second electronic activity.

公开(公告)号：US10860633B2

公开(公告)日：2020-12-08

申请号：US16418867

申请日：2019-05-21

申请人： People.ai, Inc.

发明人： Oleg Rogynskyy ,  Tetiana Lutsaievska ,  Wei Hai ,  Kavita Shah

IPC分类号： G06F16/335 ,  G06F16/23 ,  G06F16/9035 ,  G06F16/22 ,  G06F16/28 ,  G06F16/906 ,  G06F16/9535 ,  G06F16/2457 ,  G06F16/2458 ,  G06F16/245 ,  G06F16/2455 ,  G06F16/26 ,  G06F16/901 ,  G06F16/903 ,  G06F16/29

摘要： The present disclosure relates to inferring a time zone of a node profile using electronic activities. A method can include accessing a plurality of electronic activities transmitted or received via a plurality of electronic accounts. The method can include identifying, for a node profile, a set of electronic activities sent from or received by an electronic account of the plurality of electronic accounts linked to the node profile within a time period. The method can include identifying, for each electronic activity of the set of electronic activities, a timestamp at which the electronic activity was sent or received. The method can include generating, for each of a plurality of time intervals within the time period, a temporal distribution of electronic activity based on respective timestamps of each electronic activity. The method can include determining a time zone of the node profile based on the temporal distribution.

公开(公告)号：US10657130B2

公开(公告)日：2020-05-19

申请号：US16371048

申请日：2019-03-31

申请人： People.ai, Inc.

发明人： Devin Rice ,  Kavita Shah ,  Adam Draper ,  Wei Hai ,  Jose Alberto Muniz Navarro ,  Oleg Rogynskyy

IPC分类号： G06F40/20 ,  H04L12/26 ,  G06Q10/06 ,  G06F16/25 ,  G06F16/245 ,  G06F16/2455 ,  G06F16/23 ,  G06Q10/10 ,  H04L12/58 ,  G06F16/901 ,  G06F11/34 ,  G06F16/21 ,  G06F16/22 ,  G06F16/28 ,  G06F16/215 ,  G06N20/00 ,  H04L29/08 ,  G06F16/11 ,  G06F16/9035 ,  G06F16/178 ,  G06F16/17 ,  G06F16/27 ,  H04L12/24 ,  G06N3/08 ,  G06F16/903 ,  G06F16/906 ,  G06F16/9535 ,  G06F7/14 ,  H04L29/12 ,  G06F16/2457 ,  G06F16/2458 ,  G06F16/29 ,  G06F16/335 ,  G06F11/30 ,  G06F21/62 ,  G06F16/26 ,  G06F16/35 ,  G06N5/04 ,  G06Q10/04 ,  G16H15/00 ,  G16H50/30 ,  G16H50/20 ,  G06Q50/22 ,  G06N7/02 ,  H04M3/436 ,  H04M15/00 ,  G06F40/205 ,  G06F40/295 ,  H04M3/56

摘要： This disclosure relates to methods, systems, and storage media for generating a performance profile of a node profile. First electronic activities linked to a first node profile can be accessed. For each first electronic activity, a type of the first electronic activity can be determined. A feature extraction policy can be selected to generate a first feature array for the first electronic activity. The first feature array for the first electronic activity can be generated based on the type of the first electronic activity. A first performance profile of the first node profile can be generated for the time period by providing the generated first feature array for each first electronic activity to one or more models trained using second feature arrays corresponding to second electronic activities of second node profiles. An association between the first node profile and the first performance profile can be stored.

公开(公告)号：US20230325381A1

公开(公告)日：2023-10-12

申请号：US18209917

申请日：2023-06-14

申请人： People.ai, Inc.

发明人： Oleg Rogynskyy ,  David Flink ,  Cathy Xi ,  Wei Hai ,  Cameron Feenstra

IPC分类号： G06F16/23 ,  H04L67/1095

CPC分类号： G06F16/2379 ,  H04L67/1095 ,  G06N20/00

摘要： Systems and methods for providing content items can generate the content items based on impact scores associated with actions of the content items. The system and methods can include accessing, for an entity, a plurality of record objects linked with one or more electronic activities having the entity as a participant, each record object corresponding to an event to be completed; identifying, for each record object of the plurality of record objects, an action to perform to increase a completion score; determining, for each action, using the electronic activities linked with the record object and a current completion score of the record object, an impact score indicating an amount of change in the completion score of the record object corresponding to the action; and providing, for presentation to a device of the entity, a content item corresponding to the action based on the impact score.

公开(公告)号：US20220191298A1

公开(公告)日：2022-06-16

申请号：US17683240

申请日：2022-02-28

申请人： People.ai, Inc.

发明人： John Wulf ,  Sathya Hariesh Prakash ,  Vardhman Jain ,  Stefan Hermanek ,  Wei Hai ,  Oleg Rogynskyy

IPC分类号： H04L67/50 ,  G06F16/9035 ,  G06F16/335 ,  G06F16/2455 ,  G06F16/28 ,  G06F16/26 ,  G06F16/901 ,  G06F16/903 ,  G16H50/20 ,  G06F16/27 ,  G06F16/22 ,  G06F16/23 ,  G06F16/245 ,  G06F16/906 ,  G06F16/21 ,  G06F16/11 ,  G06F16/215 ,  G06F16/2458 ,  G06F16/25 ,  G06F16/2457 ,  G06F16/9535 ,  G06F16/178 ,  G06F16/17 ,  G06F16/29 ,  G06F16/35 ,  G06F40/295 ,  G06F7/14 ,  G06F11/30 ,  G06F11/34 ,  G06F21/62 ,  G06N3/08 ,  G06N5/04 ,  G06N7/02 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q10/10 ,  G06Q50/22 ,  H04L41/14 ,  H04L43/026 ,  H04L43/045 ,  H04L43/062 ,  H04L43/065 ,  H04L43/067 ,  H04L43/0876 ,  H04L43/00 ,  H04L51/046 ,  H04L51/42 ,  H04L51/234 ,  H04L61/45 ,  H04L67/125 ,  H04L67/30 ,  H04L67/306 ,  H04M3/436 ,  H04M15/00 ,  G06F40/237 ,  H04L51/00 ,  H04L67/303 ,  G06N5/02 ,  G06F16/31 ,  G06F16/182 ,  G06F40/20

摘要： The present disclosure relates to methods, systems, and storage media for updating confidence scores of labels based on subsequent electronic activities. Exemplary embodiments may maintain a plurality of node profiles corresponding to a plurality of unique entities; access a plurality of electronic activities transmitted or received via electronic accounts associated with one or more data source providers; identify a first electronic activity to process; assign a tag to the first electronic activity based on the data included in the electronic activity; determine a confidence score of the tag based on the data included in the first electronic activity; identify a second electronic activity to process; and update the confidence score of the tag assigned to the first electronic activity responsive to parsing the second electronic activity.

公开(公告)号：US20220138210A1

公开(公告)日：2022-05-05

申请号：US17519561

申请日：2021-11-04

申请人： People.ai, Inc.

发明人： Oleksiy Oryeshko ,  Wei Hai ,  Hang Li ,  Cathy Xi

IPC分类号： G06F16/2457 ,  G06F16/23 ,  G06F9/54

摘要： The present disclosure relates to selection of a first record object for association with second record objects based on connection profiles. Member entities of a second group entity that are associated with second record objects associated with processes may be identified. A second record object having a first object field-value pair identifying the second group entity may be identified. A first member entity having a respective connection score exceeding a threshold may be selected. A notification comprising an identification of the selected first member entity may be transmitted to an electronic account of a node profile.

公开(公告)号：US20200372016A1

公开(公告)日：2020-11-26

申请号：US16882078

申请日：2020-05-22

申请人： People.ai, Inc.

发明人： Oleg Rogynskyy ,  David Flink ,  Cathy Xi ,  Wei Hai ,  Cameron Feenstra

IPC分类号： G06F16/23 ,  H04L29/08

摘要： Systems and methods for providing content items can generate the content items based on impact scores associated with actions of the content items. The system and methods can include accessing, for an entity, a plurality of record objects linked with one or more electronic activities having the entity as a participant, each record object corresponding to an event to be completed; identifying, for each record object of the plurality of record objects, an action to perform to increase a completion score; determining, for each action, using the electronic activities linked with the record object and a current completion score of the record object, an impact score indicating an amount of change in the completion score of the record object corresponding to the action; and providing, for presentation to a device of the entity, a content item corresponding to the action based on the impact score.