Data Visualization Interface Layout Selection
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Solution Overview
Problem
Traditional data visualization methods, such as table formats, often become overwhelming due to numerous parameters and require users to navigate through multiple pages, leading to loss of visual context and reduced impact of non-immediately visible data.
Innovation Solution
The system intelligently selects a default view layout based on the number of table records, providing intuitive graphical user interfaces with minimalist views, infinite scrolling, and clear indicators to maintain context, reducing the need for page navigation and enhancing data visualization.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If traditional table format is used to display data records, then detailed information about each object can be shown, but the interface becomes overwhelming and difficult to navigate
Solution Approach 1:
The patent segments the data display into multiple representations (table view, index card view, list view) that can be switched between. Each representation segments the information differently - table view segments by rows and columns for detailed data, while index card view segments by individual object cards for better visual separation and navigation
Solution Approach 2:
The patent introduces a new dimension of interaction by allowing users to switch between different view representations. This adds a temporal dimension where the same data can be viewed in multiple formats over time, and a spatial dimension where index cards can be arranged in different layouts (grid, list, Kanban boards)
2Loss of information
If multiple pages of table records are used to display all objects, then complete data can be viewed, but users lose visual context and non-visible objects are ignored
Solution Approach 1:
The patent extracts the pagination mechanism from traditional table views and replaces it with an infinite scrolling interface. This removes the artificial page boundaries that cause context loss, allowing users to scroll continuously while maintaining a consistent visual context. The system extracts only the necessary data to display in the current view while keeping the full dataset available
Solution Approach 2:
The system performs preliminary actions by pre-loading data and maintaining a buffer of visible and hidden records. This ensures that as users scroll, the context is preserved and transitions between visible and hidden objects are smooth, preventing context loss that would occur with traditional page-based navigation
3Loss of information
If table format with many parameters is used, then comprehensive object information is displayed, but the interface becomes overwhelming
Solution Approach 1:
The patent applies local quality by allowing different parts of the interface to display different levels of detail. The index card view shows key parameters prominently while hiding less important details, and users can expand individual cards to see complete parameter lists. This way, each local area of the interface has the appropriate level of detail for its purpose
Data Source
AI summary
Systems and methods for providing efficient and focused visualization of data are provided herein. An exemplary method may include determining a default view layout for a user, the default view layout including representations of table records for the user, the default view layout and representations are selected based upon a table record count for the user, generating a graphical user interface having the selected default view layout, and providing the graphical user interface to a display device.