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An enhanced computer experience based on activity predictions

A computer and computer storage technology, applied in computer parts, forecasting, computing, etc., to solve problems such as the difficulty of computing devices in understanding users, the inability of users to understand intentions or anticipate their needs, etc.

Active Publication Date: 2022-04-12
MICROSOFT TECH LICENSING LLC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But it remains a difficult technical problem for computing devices to understand the user's intent during these interactions
In this interaction, users are often frustrated by the inability of their computerized personal assistant application or service to understand their intent or anticipate their needs

Method used

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  • An enhanced computer experience based on activity predictions
  • An enhanced computer experience based on activity predictions
  • An enhanced computer experience based on activity predictions

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Embodiment Construction

[0016] The subject matter of various aspects disclosed herein is described herein with specificity to comply with statutory requirements. However, the description itself is not intended to limit the scope of this patent. Rather, the inventors have contemplated that the claimed subject matter could also be embodied in other ways, to include different steps or combinations of steps similar to those described in this document, in conjunction with other present or future technologies. Also, although the terms "step" and / or "block" may be used herein to imply various elements of a method employed, these terms should not be construed as No particular order among or between the various steps disclosed herein is implied.

[0017] Aspects of the present disclosure relate to inferring user intent and predicting future user activity associated with a user's computing device. Specifically, embodiments described herein may determine a user's likely intentions regarding interactions with ...

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PUM

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Abstract

A pattern of user activity can be determined using signal data from a collection of computing devices. Activity patterns can be used to infer user intent with respect to the user's interactions with the computing device or to predict likely future actions of the user. In one implementation, a collection of computing devices is monitored to detect user activity using sensors associated with the computing devices. Activity characteristics associated with the detected user activity are determined and used to identify activity patterns based on a plurality of user activities having similar characteristics. Examples of patterns of user activity may include patterns based on time, location, content, or other contexts. Inferred user intent or predicted future actions can be used to provide improved user experience, such as personalization, modify the functionality of user equipment, or provide more efficient bandwidth or power consumption.

Description

Background technique [0001] People are increasingly interacting with and relying on computing devices for information, recommendations, and other services to assist them in everyday tasks. But it remains a difficult technical problem for computing devices to understand the user's intent during these interactions. In such interactions, users are often frustrated by the inability of their computerized personal assistant application or service to understand their intent or anticipate their needs. [0002] At the same time, many users of computing devices have repetitive usage patterns. For example, a user might launch an email application on their mobile device every weekday morning, then go to work, browse a favorite news site during lunch, call a close friend or family member on the way home from get off work, or use their Laptop plans its annual vacation around May. By learning these patterns of user activity, computerized personal assistant applications and services can pro...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F3/01G06N5/04G06N7/00G06Q10/04G06Q10/10H04W4/02H04W4/029
CPCG06Q10/04G06Q10/101G06N20/00G06F9/453G06F3/038G06F3/023G06F3/0481G06N5/022G06N5/048G06N3/08G06F9/4451H04W4/02H04W4/029G06F3/01Y02D30/70G06N7/01
Inventor D·多塔恩-科恩S·温伯格
Owner MICROSOFT TECH LICENSING LLC
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