Social Connection Noting Application for Content Discovery
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Solution Overview
Problem
Users lack an easy way to browse items approved or disapproved by their social connections, such as top-rated websites or advertisements, which are not currently accessible in a centralized manner.
Innovation Solution
A system and method that includes a noting application with a communication module, determination module, customization module, ranking module, and presentation module to retrieve and rank noted items from a user's social connections, providing them in a user-friendly interface.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If a centralized system is implemented to collect and display noted items from social connections, then users can easily browse approved/disapproved items by their social circle, but the system complexity increases due to data aggregation and processing requirements
Solution Approach 1:
The patent introduces an intermediary noting application that acts as a mediator between users and the complex backend systems. This application collects noted items from multiple social connections, processes the data through determination, customization, ranking, and presentation modules, and delivers simplified results to users. The intermediary handles the complexity internally while presenting a simple interface to end users.
Solution Approach 2:
The system implements feedback mechanisms where user interactions with noted items (such as browsing behavior, selections, and preferences) are continuously collected and used to refine future recommendations. The determination module uses feedback to identify relevant second users, the customization module adapts to user preferences, and the ranking module adjusts item ordering based on user engagement patterns.
2Loss of information
If noted items from multiple social connections are aggregated and ranked, then personalized content discovery is enhanced, but the time required to process and retrieve data from multiple sources increases
Solution Approach 1:
The system performs preliminary actions by pre-collecting and storing noted items from social connections in a database before user requests. The determination module pre-identifies relevant second users based on social relationships and noting patterns. When users request noted items, the system retrieves pre-processed data rather than querying all social connections in real-time, significantly reducing response time while maintaining comprehensive content discovery.
3Quantity of substance
If the system provides comprehensive noted items from all social connections, then the quantity of available content increases, but the difficulty of filtering and presenting relevant items increases
Solution Approach 1:
The patent applies local quality by customizing noted item presentation according to specific user contexts and preferences. The customization module adjusts which noted items are displayed and how they are presented based on individual user characteristics. The ranking module assigns different weights and priorities to noted items based on their relevance to specific users, ensuring that each user receives a tailored view of the comprehensive content pool rather than a uniform list.
Solution Approach 2:
The system changes parameters dynamically to manage the large quantity of noted items. The determination module adjusts the selection criteria for second users based on user preferences and behavior patterns. The ranking module continuously adjusts ranking parameters such as relevance scores, recency weights, and popularity factors. These parameter changes enable the system to efficiently filter and prioritize items from the comprehensive dataset without manual intervention.
Data Source
AI summary
A system and associated methods for providing electronically noted items are disclosed. The noting application includes a communication module, a determination module, a ranking module and a presentation module. The communication module receives a request for electronically noted items from a first user and user identification data identifying the first user. The determination module determines one or more second users related to the first user based at least in part on the user identification data. The determination module retrieves a first set of two or more electronically noted items marked by the one or more second users. The ranking module ranks the first set of two or more electronically noted items to generate a second set of two or more electronically noted items. The presentation module provides for display the second set of two or more electronically noted items to the first user.