Invention Grant
- Patent Title: Systems and methods for generating a performance profile of a node profile including field-value pairs using electronic activities
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Application No.: US16371048Application Date: 2019-03-31
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Publication No.: US10657130B2Publication Date: 2020-05-19
- Inventor: Devin Rice , Kavita Shah , Adam Draper , Wei Hai , Jose Alberto Muniz Navarro , Oleg Rogynskyy
- Applicant: People.ai, Inc.
- Applicant Address: US CA San Francisco
- Assignee: People.ai, Inc.
- Current Assignee: People.ai, Inc.
- Current Assignee Address: US CA San Francisco
- Agency: Foley & Lardner LLP
- Agent Shabbi S. Khan
- Main IPC: G06F40/20
- IPC: 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

Abstract:
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.
Information query