Dynamic Media Use Control Service for Adaptive Parental Rules
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Solution Overview
Problem
Conventional parental control methods on media devices are static and easily bypassed by children, failing to adapt to changing media environments and user behaviors, particularly in dynamic and personalized media usage scenarios.
Innovation Solution
A dynamic media use control system that predicts user behavior patterns over time, generating adaptive media use control rules based on user data, developmental stages, and media environment changes, using cognitive analytics and cloud-based services to manage access to media content and device usage.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If conventional parental control rules are manually configured by parents, then media access control is implemented, but the control rules are static and easily bypassed by children
Solution Approach 1:
The patent implements dynamic parental control rules that automatically adjust based on user behavior patterns, developmental stages, and media environment changes. The system transitions from static manually-configured rules to dynamic rules that evolve over time, making them harder to bypass while adapting to changing conditions.
Solution Approach 2:
The system continuously monitors media usage behavior and uses this feedback to automatically update control rules. The feedback loop enables the system to learn from user actions and adjust restrictions accordingly, improving both reliability and adaptability simultaneously.
2Ease of operation
If parental control rules are manually configured, then control functionality is provided, but parents bear the burden of continuous monitoring and rule adjustment
Solution Approach 1:
The system enables self-service parental control by automatically generating and adjusting control rules based on monitored behavior patterns. Parents initially configure basic parameters, but the system then autonomously manages rule adjustments, eliminating the need for continuous parental intervention and time investment.
Solution Approach 2:
The patent replaces the mechanical process of manual rule configuration and monitoring with an automated cognitive system that uses analytics and machine learning. This substitution eliminates the time burden on parents while maintaining effective control.
3Reliability
If static parental control rules are implemented, then media access is restricted, but the rules fail to adapt to developmental stages and media environment changes
Solution Approach 1:
The system implements dynamic control rules that automatically evolve with the user's developmental stages. As users mature, the system adjusts restrictions accordingly, maintaining appropriate control while adapting to changing capabilities and needs, thus resolving the contradiction between reliable control and developmental adaptability.
Data Source
AI summary
Methods, computer program products, and systems are presented. The methods include, for instance: obtaining prediction data that are indicative of media use behaviors of a user; and predicting, in dependence on the prediction data, a pattern of the media use behaviors of the user.