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11.发明授权公开(公告)号：US11470171B2
公开(公告)日：2022-10-11
申请号：US16716221
申请日：2019-12-16
申请人： People.ai, Inc.
IPC分类号： G06F16/00 , 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 , H04L67/125 , H04L67/30 , H04L67/306 , H04M3/436 , H04M15/00 , G06F40/237 , H04L67/303 , G06N5/02 , G06F16/31 , G06F16/182 , G06F40/20 , H04L51/42 , H04L51/212 , H04L51/234 , H04L61/45 , G16H15/00 , G16H50/30 , G06N20/00 , G06F40/205 , H04M3/56 , H04L12/14 , H04L101/37
摘要： The present disclosure relates to systems and methods for matching electronic activities with record objects based on entity relationships. The method can include accessing a plurality of electronic activities, identifying an electronic activity, identifying a first participant associated with a first entity and a second participant associated with a second entity, determining whether a record object identifier is included in the electronic activity, identifying a first record object of the system of record that includes an instance of the record object identifier, and storing an association between the electronic activity and the first record object. The method can include determining a second record object corresponding to the second entity, identifying, using a matching policy, a third record object linked to the second record object and identifying a third entity, and storing, by the one or more processors, an association between the electronic activity and the third record object.
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12.发明授权公开(公告)号：US11283888B2
公开(公告)日：2022-03-22
申请号：US16708247
申请日：2019-12-09
申请人： People.ai, Inc.
发明人： Rajit Joseph , Stefan Hermanek , Jose Alberto Muniz Navarro , Dylan Halladay , Heorhiy Kozlov , Oleg Rogynskyy
IPC分类号： H04L29/08 , 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 , G06F40/20 , H04L51/00 , H04L67/303 , G06N5/02 , G06F16/31 , G16H15/00 , G16H50/30 , G06N20/00 , G06F40/205 , H04L101/37 , H04M3/56 , H04L12/14 , H04M3/22
摘要： The system and methods described herein can classify electronic activities based on sender and recipient information. The system can determine a relationship between a sender of an electronic activity and at least one recipient of the electronic activity using a sender node profile and a recipient node profile. The system can assign a tag to the electronic activity based on the relationship between the sender and one or more recipients of the electronic activity. The system can process the electronic activity based on the assigned tag.
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13.发明授权公开(公告)号：US11909836B2
公开(公告)日：2024-02-20
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： G06F16/9035 , G06F16/901 , H04L67/50 , G06F16/335 , G06F16/2455 , G06F16/28 , G06F16/26 , 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 , G06Q10/0631 , G06Q10/0639 , G06Q10/107 , G06Q10/1091 , G06Q10/1093 , G06Q50/22 , H04L41/14 , H04L43/026 , H04L43/045 , H04L43/062 , H04L43/065 , H04L43/067 , H04L43/0876 , H04L43/00 , H04L51/046 , H04L67/125 , H04L67/30 , H04L67/306 , H04M3/436 , H04M15/00 , G06F40/237 , H04L67/303 , G06N5/025 , G06F16/31 , G06F16/182 , G06F40/20 , H04L51/42 , H04L51/212 , H04L51/234 , H04L61/45 , G06Q10/109 , G06F9/54 , G16H15/00 , G16H50/30 , G06N20/00 , G06F40/205 , G06Q10/10 , H04M3/56 , H04L12/14 , H04L101/37 , H04L101/00 , H04M3/22 , H04L101/35
CPC分类号： H04L67/535 , G06F7/14 , G06F9/542 , G06F11/3024 , G06F11/3452 , G06F11/3495 , G06F16/122 , G06F16/178 , G06F16/1734 , G06F16/182 , G06F16/212 , G06F16/215 , G06F16/219 , G06F16/22 , G06F16/221 , G06F16/2228 , G06F16/2264 , G06F16/2272 , G06F16/23 , G06F16/235 , G06F16/2358 , G06F16/2365 , G06F16/2379 , G06F16/2386 , G06F16/245 , G06F16/2457 , G06F16/2477 , G06F16/24558 , G06F16/24564 , G06F16/24575 , G06F16/24578 , G06F16/254 , G06F16/256 , G06F16/26 , G06F16/27 , G06F16/273 , G06F16/28 , G06F16/285 , G06F16/288 , G06F16/289 , G06F16/29 , G06F16/313 , G06F16/337 , G06F16/355 , G06F16/901 , G06F16/906 , G06F16/9024 , G06F16/9035 , G06F16/90344 , G06F16/9535 , G06F21/6218 , G06F21/6245 , G06F40/20 , G06F40/237 , G06F40/295 , G06N3/08 , G06N5/025 , G06N5/04 , G06N7/02 , G06Q10/04 , G06Q10/06312 , G06Q10/06315 , G06Q10/06393 , G06Q10/06398 , G06Q10/063114 , G06Q10/107 , G06Q10/109 , G06Q10/1091 , G06Q10/1095 , G06Q50/22 , G16H50/20 , H04L41/14 , H04L43/026 , H04L43/045 , H04L43/062 , H04L43/065 , H04L43/067 , H04L43/0876 , H04L43/14 , H04L51/046 , H04L51/212 , H04L51/234 , H04L51/42 , H04L61/45 , H04L67/125 , H04L67/30 , H04L67/303 , H04L67/306 , H04M3/436 , H04M15/755 , G06F40/205 , G06N20/00 , G06Q10/10 , G16H15/00 , G16H50/30 , H04L12/1407 , H04L2101/00 , H04L2101/35 , H04L2101/37 , H04M3/2218 , H04M3/56
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.
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14.发明申请公开(公告)号：US20230053049A1
公开(公告)日：2023-02-16
申请号：US17962475
申请日：2022-10-08
申请人： People.ai, Inc.
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 , H04L67/125 , H04L67/30 , H04L67/306 , H04M3/436 , H04M15/00 , G06F40/237 , H04L67/303 , G06N5/02 , G06F16/31 , G06F16/182 , G06F40/20 , H04L51/42 , H04L51/212 , H04L51/234 , H04L61/45 , G06F9/54
摘要： The present disclosure relates to systems and methods for matching electronic activities with record objects based on entity relationships. The method can include accessing a plurality of electronic activities, identifying an electronic activity, identifying a first participant associated with a first entity and a second participant associated with a second entity, determining whether a record object identifier is included in the electronic activity, identifying a first record object of the system of record that includes an instance of the record object identifier, and storing an association between the electronic activity and the first record object. The method can include determining a second record object corresponding to the second entity, identifying, using a matching policy, a third record object linked to the second record object and identifying a third entity, and storing, by the one or more processors, an association between the electronic activity and the third record object.
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15.发明授权公开(公告)号：US10678796B2
公开(公告)日：2020-06-09
申请号：US16694274
申请日：2019-11-25
申请人： People.ai, Inc.
IPC分类号： G06F16/20 , 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 , G06Q10/06 , G06F16/25 , G06F16/27 , H04L12/24 , G06N3/08 , G06F16/903 , G06F16/906 , G06F16/9535 , G06F7/14 , H04L29/12 , G06F16/2457 , G06F16/2458 , G06F16/29 , G06F16/335 , G06F16/245 , H04L12/26 , 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 , G06F40/20 , G06F40/205 , G06F40/295 , H04M3/56
摘要： Systems and methods for matching electronic activities to record objects using feedback based match policies can include accessing a plurality of electronic activities and record objects. The systems and method can include identifying candidate record objects by applying a matching model. The systems and methods can include selecting a record object based on a match score. The systems and methods can include configuring the matching model in a first configuration responsive to a first feedback type or configuring the matching model in a second configuration responsive to a second feedback type.
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16.发明授权公开(公告)号：US10678795B2
公开(公告)日：2020-06-09
申请号：US16361009
申请日：2019-03-21
申请人： People.ai, Inc.
发明人： John Wulf , Sathya Hariesh Prakash , Tetiana Lutsaievska , Stefan Hermanek , Heorhiy Kozlov , Oleg Rogynskyy
IPC分类号： G06F17/00 , 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 , G06Q10/06 , G06F16/25 , G06F16/27 , H04L12/24 , G06N3/08 , G06F16/903 , G06F16/906 , G06F16/9535 , G06F7/14 , H04L29/12 , G06F16/2457 , G06F16/2458 , G06F16/29 , G06F16/335 , G06F16/245 , H04L12/26 , 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 , G06F40/20 , G06F40/205 , G06F40/295 , H04M3/56
摘要： The present disclosure relates to systems and methods for updating multiple value data structures using a single electronic activity. Exemplary embodiments may include hardware processors configured by machine-readable instructions to access electronic activities transmitted or received via electronic accounts associated with data source providers; to maintain and update node profiles; to determine a first activity field-value pair and a second activity field-value pair associated with a participant of the first electronic activity; to identify a first node profile of the node profiles that includes a first node field-value pair that matches the first activity field-value pair; to update a first value data structure corresponding to a first value included in the first node field-value pair by adding a first entry to the first value data structure identifying the first electronic activity; and to update a second value data structure corresponding to a second value.
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公开(公告)号：US12072883B2
公开(公告)日：2024-08-27
申请号：US17520051
申请日：2021-11-05
申请人： People.ai, Inc.
发明人： Stefan Hermanek , Andrii Cherednychenko , Andrey Kvachov , Armine Seropyan , Ostap Korkuna , Volodymyr Nykytiuk , Eric Jeske
IPC分类号： G06F16/21 , G06F16/2455
CPC分类号： G06F16/2455 , G06F16/21
摘要： The present disclosure relates to linking record objects between systems of record based on a comparison of object field-value pairs to a ground truth. A domain name may be identified from an electronic activity. It may be determined that the electronic activity does not match with any first record objects. A second record object including the domain name as a value may be identified. Object field-value pairs of the second record object may be identified. It may be determined that a third record object matches with the second record object. The electronic activity may be matched to the third second record object or a fourth record object. An association between the electronic activity and the third record object or the fourth record object may be stored.
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18.发明公开公开(公告)号：US20240256548A1
公开(公告)日：2024-08-01
申请号：US18630209
申请日：2024-04-09
申请人： People.ai, Inc.
发明人： Stefan Hermanek , Andrii Cherednychenko , Andrey Kvachov , Armine Seropyan , Ostap Korkuna , Volodymyr Nykytiuk , Eric Jeske
IPC分类号： G06F16/2455 , G06F16/21
CPC分类号： G06F16/2455 , G06F16/21
摘要： The present disclosure relates to linking record objects between systems of record based on a comparison of object field-value pairs to a ground truth. A domain name may be identified from an electronic activity. It may be determined that the electronic activity does not match with any first record objects. A second record object including the domain name as a value may be identified. Object field-value pairs of the second record object may be identified. It may be determined that a third record object matches with the second record object. The electronic activity may be matched to the third second record object or a fourth record object. An association between the electronic activity and the third record object or the fourth record object may be stored.
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公开(公告)号：US20220217215A1
公开(公告)日：2022-07-07
申请号：US17700210
申请日：2022-03-21
申请人： People.ai, Inc.
发明人： Oleg Rogynskyy , Dylan Halladay , Stefan Hermanek , Yurii Brunets
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 systems and methods for determining an engagement profile of a participant by associating electronic activities to a profile. It may generate the engagement profile based on analysis of the electronic activity level. An example implementation may contain the following steps. The system may access for a first record object a plurality of electronic activities linked with the first record object. The system may identify for a participant from the plurality of electronic activities a set of electronic activities including the participant. The system may determine an engagement profile of the participant based on a first number of electronic activities of the set of electronic activities sent by the participant, a second number of the set of electronic activities received by the participant and a temporal distribution of the set of electronic activities. The system may store the engagement profile in one or more data structures.
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20.发明申请公开(公告)号：US20200089682A1
公开(公告)日：2020-03-19
申请号：US16694274
申请日：2019-11-25
申请人： People.ai, Inc.
IPC分类号： 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 , G06Q10/06 , G06F16/25 , G06F16/27 , H04L12/24 , G06F17/27 , G06N3/08 , G06F16/903 , G06F16/906 , G06F16/9535 , G06F7/14 , H04L29/12 , G06F16/2457 , G06F16/2458 , G06F16/29 , G06F16/335 , G06F16/245 , H04L12/26 , 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
摘要： Systems and methods for matching electronic activities to record objects using feedback based match policies can include accessing a plurality of electronic activities and record objects. The systems and method can include identifying candidate record objects by applying a matching model. The systems and methods can include selecting a record object based on a match score. The systems and methods can include configuring the matching model in a first configuration responsive to a first feedback type or configuring the matching model in a second configuration responsive to a second feedback type.
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