Interface Experience Metrics for Online Platform Friction
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Solution Overview
Problem
Traditional metrics for evaluating online interactive computing environments do not accurately measure user experience or identify frictional transitions, leading to incomplete performance assessment and suboptimal interface modifications.
Innovation Solution
An environment evaluation system computes interface experience metrics from interaction data to identify users with poor experiences and frictional transitions, allowing for real-time modifications to interface elements to enhance user interactions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If traditional metrics (number of visits, unique visitors, time spent) are used to measure performance, then implementation is simple and data collection is easy, but measurement precision of user experience is insufficient and frictional transitions cannot be identified
Solution Approach 1:
The patent segments the evaluation of user experience into multiple dimensions: individual experience metrics for each user, transition experience metrics for each state transition, and aggregate experience metrics for groups of users. This segmentation allows precise measurement of specific frictional transitions while maintaining manageable system complexity through modular metric computation.
Solution Approach 2:
The patent introduces an environment evaluation system as an intermediary between the online interactive computing environment and performance assessment. This intermediary system collects interaction data, computes various experience metrics, and provides actionable insights without requiring fundamental changes to the core platform, thus improving measurement precision while controlling complexity.
2Measurement precision
If detailed interaction data is collected and analyzed to identify individual user experiences and frictional transitions, then measurement precision improves, but loss of time for data processing increases
Solution Approach 1:
The patent implements preliminary action by pre-defining state transitions and their associated experience metrics before actual user interactions occur. The system establishes the framework for measuring individual and transition experience metrics in advance, allowing rapid computation and analysis when interaction data is collected, thus reducing data processing time while maintaining high measurement precision.
3Loss of information
If traditional aggregate metrics are used, then data collection is simple, but information about specific frictional transitions and user experience quality is lost
Solution Approach 1:
The patent applies local quality by providing detailed experience metrics for specific state transitions and individual users rather than uniform aggregate metrics. This allows the system to identify exactly which transitions cause friction for which users, enabling targeted interface modifications that improve productivity by focusing efforts on specific problem areas rather than implementing broad, ineffective changes.
Data Source
AI summary
In some examples, an environment evaluation system accesses interaction data recording interactions by users with an online platform hosted by a host system and computes, based on the interaction data, interface experience metrics. The interface experience metrics includes an individual experience metric for each user and a transition experience metric for each transition in the interactions by the users with the online platform. The environment evaluation system identifies a user with the individual experience metric below a pre-determined threshold, identifies a transition performed by the user that has a transition experience metric below a second threshold, and analyzes the transition to determine users who have performed the transition. The environment evaluation system updates the host system with the individual experience metrics and the transition metrics, based on which the host system can perform modifications of interface elements of the online platform to improve the experience.