Implementing dynamically and automatically altering user profile for enhanced performance

A user profiling, automatic technology, applied in the field of data processing, that can solve the problems of less useful and relevant, inaccurate information, outdated, etc., to achieve the effect of optimal performance

Pending Publication Date: 2020-05-01
IBM CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This can lead to stale and inaccurate information that over time becomes less useful and relevant than the initial intent of the user profile

Method used

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  • Implementing dynamically and automatically altering user profile for enhanced performance
  • Implementing dynamically and automatically altering user profile for enhanced performance
  • Implementing dynamically and automatically altering user profile for enhanced performance

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Embodiment Construction

[0022] In the following detailed description of embodiments of the invention, reference is made to the accompanying drawings, which illustrate example embodiments in which the invention may be practiced. It is to be understood that other embodiments may be utilized and structural changes may be made without departing from the scope of the present invention.

[0023] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the singular forms "a", "an" and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It will also be understood that the terms "comprises" and / or "comprising", when used in this specification, specify the presence of stated features, integers, steps, operations, elements and / or components, but do not exclude one or more other features , integers, steps, operations, elements, components and / or the presence or ...

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Abstract

A computer-implemented method, a computer system and a computer program are provided for implementing dynamic and automatic altering a user profile based on machine learning and cognitive analysis toimprove user performance. The user profile is dynamically altered based upon live data from multiple external data sources using machine learning and cognitive application programming interfaces (APIs) without explicit input from the user. The altered user profile is automatically stored for the user. The stored user profile is deployed for multiple selected user applications enabling enhanced performance for the user.

Description

technical field [0001] The present invention relates generally to the field of data processing, and more particularly to methods and computer systems for enabling dynamic and automatic changes to user profiles based on machine learning and cognitive analysis. Background technique [0002] A user profile typically includes an explicit digital representation of a user's identity, enabling a visual display of data associated with a particular user. [0003] User profiles are generally static and do not change unless manually changed by the user. This can lead to stale and inaccurate information that over time becomes less useful and relevant than the initial intent of the user profile. [0004] An effective mechanism is needed to improve user performance by dynamically and automatically changing user profiles based on machine learning and cognitive analysis. Contents of the invention [0005] The main aspect of the present invention is to provide a method, computer system a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N20/00
CPCG06F16/337G06Q50/01H04L67/306G06Q30/0224G06F9/4451G06N20/00G06F16/9535
Inventor M·瓦德S·W·休伯T·N·亚当斯M·普鲁蒂
Owner IBM CORP
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