Navigation Filter Generation from Target Resource Content
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Solution Overview
Problem
Existing content delivery systems fail to effectively summarize and present the content of target resources, such as landing pages, due to third-party content items like advertisements that poorly represent the available products or services, leading to user dissatisfaction.
Innovation Solution
A method and system for generating navigation filters by normalizing textual data entries, identifying occurrences in electronic resources, determining paths, and constructing queries to associate potential navigation filter items with headings, thereby summarizing the content of target resources within content items.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If third-party content items (e.g., advertisements) are used to direct users to target resources, then users can access additional content and services, but the content items fail to effectively summarize the target resource content, leading to user dissatisfaction
Solution Approach 1:
The system performs preliminary actions by automatically generating navigation filters from target resource content before users arrive. The server extracts headings and items from the target resource, organizes them into a structured navigation filter, and prepares it in advance. When users click on third-party content items, the pre-generated navigation filter is immediately displayed, providing a summary of available content without requiring real-time processing or complex user interactions.
2Measurement precision
If navigation filters are generated by normalizing and processing textual data from target resources, then content summary quality improves, but processing time and computational resources increase
Solution Approach 1:
The system performs preliminary actions by automatically generating navigation filters from target resource content before users arrive. The server extracts headings and items from the target resource, organizes them into a structured navigation filter, and prepares it in advance. When users click on third-party content items, the pre-generated navigation filter is immediately displayed, providing a summary of available content without requiring real-time processing or complex user interactions.
Solution Approach 2:
The system extracts only the essential elements needed for summarization from the target resource. It identifies and extracts headings and items from the target resource content, excluding unnecessary or redundant information. This selective extraction process reduces processing complexity while maintaining the quality of the content summary, as the system focuses on pulling out only the most relevant structural elements (headings and items) that effectively represent the target resource content.
3Loss of information
If third-party content items directly link to target resources with hundreds of products or services, then users can access comprehensive content, but users cannot preview or understand the available content before clicking
Solution Approach 1:
The system performs preliminary actions by automatically generating navigation filters from target resource content before users arrive. The server extracts headings and items from the target resource, organizes them into a structured navigation filter, and prepares it in advance. When users click on third-party content items, the pre-generated navigation filter is immediately displayed, providing a summary of available content without requiring real-time processing or complex user interactions.
Data Source
AI summary
Systems and methods for generating navigation filters are provided. A target resource is parsed and occurrences of data entries representing archetypal headings and/or archetypal items for a navigation filter are identified in the content of the target resource. A path to each of the identified occurrences is determined and used to construct a query for additional navigation filter headings and/or navigation filter items that have the same path as an identified occurrence. Identified occurrences of archetypal data entries in the target resource and the additional content having the same path as an identified occurrence are used as potential navigation filter headings and/or potential navigation filter items. Navigation filters are generated by associating one or more of the potential navigation filter items with one of the potential navigation filter headings.


