Accommodation Listing Search With Amenity Highlighting
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Solution Overview
Problem
Existing network site systems face challenges in returning up-to-date results for complex queries, consuming significant computational resources and failing to identify sufficient candidate matches, leading to user frustration and wasted resources due to repetitive manual adjustments.
Innovation Solution
A network site system that highlights amenities in graphical objects based on search criteria satisfaction, reducing the need for additional searches and computational resources by visually distinguishing listings that meet user needs.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If the system performs complex queries to identify listings matching user needs, then the accuracy of search results is improved, but the computational resource consumption increases
Solution Approach 1:
The system pre-generates and stores candidate match listings before actual search queries are executed. When a user submits a search query, the system retrieves pre-computed candidate matches rather than performing complex real-time computations, significantly reducing computational resource consumption while maintaining search result accuracy
Solution Approach 2:
The system combines multiple search criteria evaluations into a single pre-computation process that generates candidate matches satisfying multiple conditions simultaneously. This merging of evaluation steps reduces redundant computational operations and resource usage when processing actual user queries
2Reliability
If the system performs multiple manual search adjustments to find sufficient candidate matches, then the completeness of results is improved, but the time consumption increases
Solution Approach 1:
The system pre-identifies and stores candidate matches that satisfy various search criteria combinations before users actually perform searches. This preliminary generation of candidate pools eliminates the need for users to manually adjust search parameters multiple times, providing complete results immediately upon query submission
Solution Approach 2:
The system provides feedback to users by displaying visual indicators showing which candidate matches satisfy their search criteria. This feedback mechanism allows users to see complete results with clear indication of criterion satisfaction, eliminating the need for iterative manual adjustments to achieve result completeness
3Loss of information
If the system returns detailed search results with all listings, then the information completeness is improved, but the difficulty of detecting and measuring relevant information increases
Solution Approach 1:
The system applies different visual qualities to different parts of the search results by highlighting specific amenities and features in candidate match listings that satisfy user search criteria. This selective highlighting makes relevant information stand out visually, reducing the difficulty of detecting and measuring important information while maintaining complete information display
Solution Approach 2:
The system uses color changes and visual highlighting to distinguish candidate match listings that satisfy search criteria from other listings. By applying visual markers such as highlighted text or icons to indicate criterion satisfaction, the system maintains information completeness while significantly reducing the difficulty of detecting relevant information
Data Source
AI summary
A system that enables searching for listings for accommodation reservations is described. The system receives, by a network site of a listing network platform, input comprising search criteria and identifies a plurality of listings matching the search criteria. The system generates a graphical user interface comprising a plurality of graphical objects each associated with a respective one of the identified plurality of listings. The system determines that the search criteria satisfies an amenity criterion and, in response, causes one or more amenities associated with an individual listing of the identified plurality of listings to be presented in an individual graphical object of the plurality of graphical objects associated with the individual listing.