Dynamic Matching via Interest Rating Slider
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Solution Overview
Problem
Conventional online dating platforms fail to provide effective matching mechanisms that account for users' eclectic tastes and restrictive criteria, often resulting in unsuitable matches and user dissatisfaction, as they rely on fixed compatibility protocols that do not consider individual interest levels.
Innovation Solution
A system and method that include a central website with an interest rating component using a slider bar for users to indicate their interest levels, allowing for dynamic matching based on quantitative values, along with features like personality profiling, post-date feedback, and limited search capabilities to enhance user control and matching accuracy.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If fixed compatibility protocols are used for matching, then the system is simple to operate, but the matching accuracy and user satisfaction deteriorate due to inability to account for individual interest levels
Solution Approach 1:
The patent implements dynamic matching by replacing fixed compatibility protocols with interest rating components that continuously adapt to user preferences. The slider bar mechanism allows users to dynamically adjust their interest levels for different candidates, and the system recalculates matches in real-time based on these dynamic inputs, transforming a static matching system into a flexible, adaptive one
Solution Approach 2:
The system changes the matching parameter from fixed compatibility scores to variable interest ratings. By allowing users to adjust interest levels continuously along a slider scale, the system transforms discrete match/no-match decisions into a continuous parameter space, enabling more nuanced and accurate matching while maintaining operational simplicity through intuitive interface design
2Measurement precision
If restrictive criteria are applied for matching, then the matching precision is improved, but the quantity of matches received by users deteriorates
Solution Approach 1:
The system dynamically adjusts the balance between match precision and quantity by allowing users to modify their interest ratings in real-time. Users can lower their interest thresholds to receive more matches or raise them for higher precision, with the system adapting the match pool size accordingly based on the aggregate interest levels of all users
Solution Approach 2:
The patent adds a new dimension to matching by introducing interest rating levels beyond simple match/no-match binary decisions. This dimensional expansion allows users to express nuanced preferences, effectively adding a quantitative layer to the matching process that simultaneously improves precision and increases the available match pool by identifying candidates across multiple interest tiers
3Adaptability or versatility
If the platform provides extensive matching options, then the adaptability to user preferences is improved, but the ease of operation deteriorates due to complexity
Solution Approach 1:
The system segments the complex matching process into distinct, manageable components: profile creation, candidate browsing, interest rating via slider, and match review. By breaking down the overwhelming complexity of extensive matching options into discrete, sequential steps with simple interfaces, users can easily navigate and control their matching experience without being overwhelmed by system complexity
Solution Approach 2:
The interest rating slider acts as an intermediary mechanism between user preferences and the matching algorithm. This simple graphical interface element mediates the complex interaction between user intent and system response, allowing users to express nuanced preferences through an intuitive visual control while the system handles the complex calculations in the background
Data Source
AI summary
An apparatus for providing a feature in a network environment is provided that includes a central website operable to interface with one or more end users and to manage information related to one or more of the end users. One or more searches are conducted for one or more of the end users, and one or more attributes previously determined by a selected one of the end users are varied to offer one or more additional matches to the selected end user, and the additional matches are different from matches offered to the selected end user based on the previously determined attributes. In more specific embodiments, the central website offers the additional matches based on a number of current matches being served to the selected end user.