Pacing Activity Data Prediction Interface
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Solution Overview
Problem
Existing health and activity tracking devices fail to provide users with meaningful insights into their physical activity data, making it challenging for users to gauge their progress and adjust their behavior effectively.
Innovation Solution
A system and method that collect and analyze historical and current activity data to predict a user's activity level, providing a user interface that displays both actual and predicted activity progress relative to set goals, using a pacing element to indicate the user's activity level and pace, allowing users to track their progress and adjust their behavior accordingly.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If health and activity data are collected and tracked, then users can monitor their physical activity, but the data does not provide meaningful information to users
Solution Approach 1:
The patent introduces a pacer element as an intermediary visual representation that mediates between raw activity data and user understanding. The pacer element translates complex activity data into an intuitive visual metaphor (a pacing indicator) that shows users their progress toward goals without requiring them to interpret raw numbers or complex statistics.
Solution Approach 2:
The patent creates a visual copy or representation of the abstract concept of 'progress' through the pacer element. Instead of presenting raw activity data directly, the system creates a visual analogue (the pacer moving along a track or toward a goal) that copies the essence of progress in a form that is immediately understandable to users.
2Ease of operation
If activity data is presented in detail, then comprehensive tracking is achieved, but users cannot easily gauge their progress
Solution Approach 1:
The patent extracts the essential information needed for progress gauging from the comprehensive activity data. The pacer element isolates and highlights only the most relevant aspect of activity data (progress toward goal) while maintaining access to the full dataset in the background, allowing users to gauge progress easily without losing the completeness of tracked information.
Solution Approach 2:
The patent applies local quality by making the progress indication (pacer element) visually distinct and prominent while keeping other data elements less prominent. The pacer element receives special visual treatment (color, position, animation) to draw user attention to the most important information (progress status) without eliminating other activity data from the interface.
3Adaptability or versatility
If users are provided with raw activity data, then complete tracking information is available, but users cannot adjust their behavior effectively
Solution Approach 1:
The patent implements feedback by having the pacer element continuously update based on user activity, providing real-time information about progress toward goals. This feedback loop enables users to adjust their behavior dynamically - if the pacer shows they are behind pace, they can increase activity; if ahead, they can maintain or reduce effort. The system processes activity data and feeds back meaningful progress information that directly guides behavior adjustment.
Solution Approach 2:
The patent applies preliminary action by setting goals and creating a predicted pace before the user begins their activity routine. The pacer element is configured with target values and expected progress rates in advance, allowing users to compare their actual performance against pre-established benchmarks. This preliminary setup provides users with a clear framework for understanding what constitutes effective performance and guides their behavior adjustment toward achieving predetermined objectives.
Data Source
AI summary
Pacer activity data of a user may be managed. For example, historical activity data of a user corresponding to a particular time of a day prior to a current day may be received. Additionally, a user interface configured to display an activity goal of the user may be generated and the user interface may be provided for presentation. In some aspects, the user interface may be configured to display a first indicator that identifies cumulative progress towards the activity goal and a second indicator that identifies predicted cumulative progress towards the activity goal. The cumulative progress may be calculated based on monitored activity from a start of the current day to the particular time of the current day and the predicted cumulative progress may be calculated based on the received historical activity data corresponding to the particular time of the day prior to the current day.