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Providing suggested behavior modifications for correlation

A correlation, behavioral technology, applied in physical therapy or behavioral, relational databases, database models, etc., can solve problems such as difficulty in correlation taking action

Inactive Publication Date: 2020-01-31
MICROSOFT TECH LICENSING LLC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, it is difficult to act on such correlations without being able to prove that they are causal

Method used

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  • Providing suggested behavior modifications for correlation
  • Providing suggested behavior modifications for correlation
  • Providing suggested behavior modifications for correlation

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Embodiment Construction

[0013] The present disclosure describes methods, systems, and computer program products that provide various functions respectively. In the following description, for the purpose of explanation, many specific details are set forth in order to provide a thorough understanding of various aspects of different embodiments of the present disclosure. However, it is obvious to those skilled in the art that the present disclosure can be practiced without all the specific details.

[0014] The implementation described herein involves using small experiments (eg, suggested user behavior changes) to detect changes in the strength of correlation between variables to improve correlation analysis between variables. The results of the analysis can improve the determination of causal relationships between variables, not just correlations. This determination may allow for improved recommendations to individuals to achieve desired user results.

[0015] The present disclosure describes methods, sy...

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Abstract

A method includes accessing, from a database, a correlation between a first variable and a second variable; retrieving a list of suggested user behavior modifications for the correlation; selecting auser behavior modification from the list; presenting the selected user behavior modification to a computer device; receiving adherence data indicating a level of adherence by the user to the user behavior modification; and reevaluating the correlation between the first variable and the second variable based on the adherence data. The method may improve the determination of causality, versus merelycorrelation, between the variables. This determination may permit for improved recommendations to individuals to achieve a desired user outcome.

Description

Technical field [0001] The embodiments described herein generally relate to behavioral modifications that provide recommendations for relevance, and specifically, but not limited to, involve re-evaluating relevance based on compliance data relative to the recommended behavioral modifications. Background technique [0002] In many cases, the correlation of people's behavior (for example, the correlation between exercise and fitness level) can be identified. However, if it is not possible to prove that the correlation is causal, it is difficult to act on such a correlation. Understanding causality may be crucial for interpreting data collected from individuals and / or populations. Summary of the invention [0003] According to some implementations, the machine (eg, computing system) takes various variables (eg, sleep time, mileage, calorie intake, etc.) as input. The computing system establishes correlations between variables and suggests behavior changes based on the variables. A...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H20/30
CPCG16H20/30G06F16/284G09B19/00
Inventor E·勇姆-托维H·比特兰S·耶库蒂尔G·沙查姆T·C·尼R·W·怀特
Owner MICROSOFT TECH LICENSING LLC