Dynamic Website Access Control via Crowd-Sourced Safety Ranking
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Current methods for controlling children's access to online content are cumbersome, time-consuming, and require significant knowledge, as they rely on manual white and black lists that are difficult to maintain, especially given the dynamic nature of websites and varying appropriateness based on age and time.
Innovation Solution
A system that uses crowd-sourced data and machine-learning techniques to rank websites based on safety, combining user profiles with community and social network inputs to automatically control access, allowing or denying access based on age, time, and day of the week, with admin override options and iterative learning.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If manual white lists and black lists are used to control website access, then access control functionality is provided, but the system becomes cumbersome and time-consuming to maintain
Solution Approach 1:
The system automatically maintains access control lists by having users vote on website safety. The router and server autonomously update white lists and black lists based on aggregated user feedback, eliminating the need for manual maintenance while adapting to new websites and content changes in real-time.
Solution Approach 2:
The system implements continuous feedback loops where user access attempts and votes are collected, processed, and used to update access control rules. This feedback mechanism allows the system to automatically learn and adapt to changing website safety profiles without manual intervention.
2Reliability
If comprehensive access control rules are implemented to ensure safety, then protection against inappropriate content is improved, but the complexity of the system increases
Solution Approach 1:
The router automatically performs safety checks by querying the server about website safety profiles and access rules. The system self-configures access control decisions based on user profiles and aggregated community feedback, reducing the complexity of manual configuration while maintaining high safety standards.
Solution Approach 2:
The server performs multiple functions including storing safety profiles, processing user votes, generating access control rules, and communicating with routers. This multi-functional approach consolidates complexity into a centralized service rather than distributing it across multiple components.
3Adaptability or versatility
If static access control lists are used, then implementation is simple, but the system cannot adapt to dynamic website content and changing user needs
Solution Approach 1:
The access control system transitions from static lists to dynamic profiles that automatically update based on user votes and feedback. Safety profiles and access rules are continuously refined to reflect changing website content and user preferences, allowing the system to adapt to new websites and content changes in real-time.
Solution Approach 2:
The server pre-generates access control rules and safety profiles based on aggregated user feedback before users actually need them. This preliminary processing allows the router to make immediate access decisions without real-time computation, maintaining ease of implementation while achieving adaptability.
Data Source
AI summary
Various embodiments provide an approach to controlled access to online content. Such control may be based on a multitude of factors including but not limited to website content, profile for the person consuming the data. In operation, machine-learning techniques are used to classify the websites based on community and social media inputs, crowd-sourced data, as well as access rules implemented by parents or system administrators. Feedback from users/admins of the system, including the instances of allowed or denied access to websites, in conjunction with other relevant parameters, is used for iterative machine-learning techniques. Embodiments may also allow for real, or near real-time, approval or denial of access to websites by registered admins.