Decentralized Fuse-Node Discovery System for Search Relevance
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Solution Overview
Problem
Current internet search engines, such as Google, often yield unhelpful and unfocused results due to scanning numerous locations, leading to a costly and time-consuming process for users to find relevant information.
Innovation Solution
A decentralized content consumption system utilizing proprietary fuse-nodes, which are user-configured databases with relationship-links to channels, media, and social network activities, allowing for filtered and ranked data delivery based on user-selected input variables and privacy settings.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional internet search engines scan numerous locations to match search terms, then comprehensive search coverage is achieved, but search results become unhelpful and unfocused
Solution Approach 1:
The patent segments the monolithic search process into multiple specialized fuse-nodes, each responsible for specific data types (social networks, media, channels, contents). Each fuse-node independently processes and filters data according to its specialized function, improving overall search relevance while maintaining comprehensive coverage.
Solution Approach 2:
The patent introduces fuse-nodes as intermediary components between the user's search query and the vast internet data. These fuse-nodes act as intelligent mediators that pre-filter and organize data from multiple sources before presenting results to the user, eliminating the need for users to navigate through unfiltered search results.
2Measurement precision
If users navigate numerous destinations to narrow searches, then relevant information is found, but time and resources are consumed
Solution Approach 1:
The patent implements preliminary action by having fuse-nodes continuously collect, organize, and pre-filter data from multiple sources before users initiate searches. User profiles and preferences are established in advance, enabling the system to immediately retrieve and present relevant results without requiring users to manually navigate through destinations to narrow their search scope.
3Adaptability or versatility
If centralized search engines aggregate all search data, then comprehensive results are provided, but system complexity increases
Solution Approach 1:
The patent divides the centralized search engine architecture into multiple independent fuse-nodes, each handling specific data types and sources. This segmentation reduces the complexity of any single component while maintaining comprehensive search coverage through the collective capability of all fuse-nodes working together in a distributed manner.
Solution Approach 2:
Each fuse-node operates autonomously, self-managing its data collection, filtering, and organization processes. This self-service capability reduces the need for complex centralized control mechanisms, allowing the system to scale while maintaining manageable complexity at each node level.
Data Source
AI summary
Described herein are technologies related to an implementation of a decentralized discovery system that utilizes a plurality of fuse-nodes to facilitate delivery of content specific data to a user. The plurality of fuse-nodes is a proprietary owned database (or modules) that include relationship links to another fuse-node (s), and/or a particular channel, media, and contents, which further include social network-friends and social network activities of the social network-friend, etc.