Web Content Contact Categorization for Relevance Filtering
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Solution Overview
Problem
Users face difficulty in identifying and categorizing contacts and their posts on web content pages, leading to an unsatisfactory user experience when viewing articles, photos, or videos, as existing systems fail to efficiently display relevant content.
Innovation Solution
A method and system that extract a user's contacts from networking websites based on relationship levels, analyze their posts, categorize them under web content topics, and display relevant contacts and posts on the web content page, enhancing user engagement.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If contacts and posts are displayed without categorization on web content pages, then the system is simple and easy to implement, but user experience is poor and users cannot easily identify relevant content
Solution Approach 1:
The patent segments contacts into different categories (e.g., family, friends, colleagues) and posts into topic-based groups (e.g., news, personal updates, professional content). This segmentation allows the system to present organized, relevant information without overwhelming complexity, resolving the contradiction between information relevance and system simplicity.
Solution Approach 2:
The patent introduces categorization mechanisms as intermediary layers between raw contact/post data and user display. These categorization systems act as mediators that organize information meaningfully without requiring complete system redesign, thus maintaining relative simplicity while improving information relevance.
2Loss of information
If all contacts and posts are displayed on web content pages, then completeness of information is high, but user experience deteriorates due to information overload and difficulty in finding relevant content
Solution Approach 1:
The patent extracts and displays only category-relevant contacts and posts on web content pages rather than showing all available information. For example, when a user views a news article, only news-related contacts and posts are extracted and displayed, filtering out irrelevant content and improving ease of operation while maintaining information completeness for relevant items.
Solution Approach 2:
The patent applies different display qualities and organization methods to different sections of content based on their relevance and category. High-relevance content receives prominent display with detailed information, while lower-relevance content is organized in condensed formats, creating local quality variations that improve overall user experience without losing information.
3Measurement precision
If contacts are categorized based on detailed relationship levels, then categorization precision is improved, but processing time and system complexity increase
Solution Approach 1:
The patent performs preliminary categorization of contacts into relationship levels (e.g., family, friends, colleagues) and topics during data collection and storage phases. This preliminary action ensures that when web content pages are generated, the categorization is already in place, reducing real-time processing time while maintaining high categorization precision.
Solution Approach 2:
The patent implements dynamic categorization where relationship levels and topic classifications can be adjusted based on user interactions and context. The system learns from user behavior patterns and dynamically refines categorization precision without requiring complete re-categorization, thus reducing processing time while improving accuracy over time.
Data Source
AI summary
A method and system for enhancing user experience on a web content page. The method includes extracting a list of contacts of a user from one or more networking websites based on a relationship level. The method also includes analyzing a plurality of posts generated by the list of contacts. The method further includes categorizing each contact in the list of contacts and the plurality of posts under one or more web content topics. Moreover, the method includes displaying, to the user, one or more contacts along with a set of posts relevant to a web content topic on the web content page. The system includes one or more electronic devices, a communication interface, a memory, and a processor.