Search Result Page Semantic Object Filtering
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Solution Overview
Problem
Current search engines fail to effectively analyze user behavior and provide accessible semantic data on search results pages, missing opportunities to enhance user interaction with semantic data and applications within search results.
Innovation Solution
The system generates search results by determining pivot data points and semantic objects related to user queries, allowing for refinement and presentation of relevant content, applications, and interactive controls on search results pages, enabling users to toggle between refined search results and query-triggered applications.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If search engines return comprehensive search results, then the quantity of information provided increases, but the accessibility and usability of semantic data decreases
Solution Approach 1:
The patent segments semantic data from comprehensive search results and presents it in structured, easily accessible formats such as structured snippets, knowledge graphs, and hierarchical listings. This allows the system to maintain comprehensive search result coverage while improving semantic data accessibility through organized presentation layers that separate raw data from processed information.
Solution Approach 2:
The patent introduces intermediary processing layers including semantic analysis modules, data extraction systems, and presentation formatting components that act as mediators between the comprehensive search results and the user interface. These intermediaries transform raw search data into accessible semantic representations without losing the comprehensiveness of the original results.
2Measurement precision
If search engines provide detailed semantic data extraction, then the relevance of search results improves, but the complexity of the search system increases
Solution Approach 1:
The patent implements preliminary semantic analysis and data extraction during the indexing and crawling phases, before actual search queries are processed. By pre-processing and structuring semantic data in advance, the system achieves high relevance in search results without adding complexity to the real-time query processing stage.
Solution Approach 2:
The patent enables semantic data extraction and organization to occur automatically through self-service mechanisms where the system autonomously identifies, extracts, and structures semantic information from search results without requiring manual intervention or complex real-time processing for each query.
3Adaptability or versatility
If interactive controls and applications are added to search results pages, then user interaction capability improves, but the page complexity increases
Solution Approach 1:
The patent implements universal interactive controls and application frameworks that can be applied across different search result types and contexts. By creating multi-functional components that serve multiple purposes (e.g., filters that work across different result types, standardized interaction patterns), the system improves user interaction capability without proportionally increasing page complexity.
Solution Approach 2:
The patent introduces dynamic, on-demand interactive elements that are rendered and activated based on user behavior and context. Interactive controls are dynamically added or removed from search results pages based on relevance, user preferences, and query context, allowing the page complexity to adapt rather than statically increase.
Data Source
AI summary
The present invention provides a method and system for generating search results including receiving a search request and accessing a corpus of data relating to web content to determine relevant content. The method and system includes determining at least one semantic object in the search results set and generating an object filter on the basis of the at least one semantic object. The method and system further includes generating a search result output display for the presentation of at least a portion of the search result set and active data links for one or more of the semantic objects and toggling the search result output display to present at least a portion of a subset of the search results set in response to selection of a given active data link, the subset including content having semantic object associated therewith.