CPC G06V 10/7784 (2022.01) [G06F 18/2178 (2023.01); G06F 18/41 (2023.01); G06N 3/084 (2013.01); G06N 20/00 (2019.01); G06N 3/006 (2013.01); G06N 7/01 (2023.01); G06T 13/40 (2013.01); G06V 2201/02 (2022.01)] | 20 Claims |
1. A system, comprising:
a processor that executes computer executable components stored in memory, wherein the computer executable components comprise:
an input component that receives graphical image data regarding user interaction with a computing device;
a lifegraph that stores time series data related to the user interaction with the computing device, wherein the lifegraph is an n-dimensional graph that represents a web of people, objects and relationships connected to a user, wherein n is a positive integer;
a model generation component that learns user behavior and builds a model that facilitates providing recommendations to optimize future computing device interaction, wherein the model employs a recursive learning algorithm and wherein the model learns impact of respective images via focus objects that indicate relevant portions of an on-screen display;
an analysis component that employs the model to determine or infer user intent based on image analysis; and
an action component that provisions services to the user as a function of determined or inferred user intent.
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