Search Result Rendering with Context Module Animation
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Solution Overview
Problem
Current online search systems face inefficiencies in rendering search results, particularly in handling high download times and providing relevant content to users, as they often lack dynamic and personalized experiences.
Innovation Solution
Implementing a typeahead feature that generates suggested search queries based on n-grams, caching context modules for animated rendering, and using asynchronous queries to fetch content, while rendering search results in multiple steps with deterministic loaders and placeholder boxes for improved user interaction.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If search results are rendered in a single step after querying the search index, then the system structure is simple, but the user experience is poor due to long wait times and lack of immediate feedback
Solution Approach 1:
The rendering process is divided into multiple independent steps: (1) rendering the title and deterministic loader immediately, (2) rendering the context module in animated fashion, and (3) rendering search results underneath the context module as they are returned. This segmentation allows each component to be rendered independently, providing immediate visual feedback to users while maintaining system manageability.
Solution Approach 2:
The title and deterministic loader are rendered preliminarily before the search results are fully retrieved. This preliminary action provides immediate visual feedback to users, indicating that the search process has started and is in progress, thereby improving user experience by eliminating blank screens and perceived delays.
2Loss of time
If the system waits for complete search results before rendering any content, then data accuracy is ensured, but the response time is excessive and user engagement drops
Solution Approach 1:
The title, deterministic loader, and context module are rendered preliminarily while the search query is still being processed. This preliminary rendering of partial content significantly reduces the perceived response time without compromising the final data completeness, as the remaining search results are subsequently populated underneath these preliminary elements.
Solution Approach 2:
The deterministic loader and context module serve as intermediary elements that bridge the gap between the user's search action and the final search results. These intermediaries provide visual feedback and maintain user engagement during the data retrieval process, effectively masking the actual wait time while ensuring data completeness is maintained.
3Illumination intensity
If high-resolution photos are rendered immediately, then image quality is high, but the bandwidth consumption and loading time increase significantly
Solution Approach 1:
Instead of rendering complete high-resolution photos immediately, the system renders placeholder boxes or low-resolution thumbnails first (partial action), and then progressively loads higher-resolution versions as needed. This approach significantly reduces initial bandwidth consumption while still providing users with visual feedback and eventual access to high-quality images.
Data Source
AI summary
The present disclosure provides a method including identifying an initial search result corresponding to a search query; concurrently displaying an animation for a context module comprising information associated with the initial search result and retrieving additional search results corresponding to the search query; and after the animation has completed, displaying information associated with the additional search results.