Concept Network AI for Unified Travel Search
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Solution Overview
Problem
Current web-based systems for travel and real-estate related searches are inefficient due to siloed information and limited dynamic searching capabilities, requiring users to manually navigate and correlate data across multiple sites, which is time-consuming and lacks personalized insights.
Innovation Solution
The implementation of a chat-driven artificial intelligence system with a concept network that uses natural language interactions to provide personalized and insightful content, dynamically updating and refining search results based on user preferences and historical data, allowing for synchronized presentation of relevant information without the need to navigate multiple sites.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If users manually navigate and correlate data across multiple siloed web sites, then they can obtain comprehensive information, but the time and effort required increases significantly
Solution Approach 1:
The patent merges multiple siloed data sources and search functions into a single unified search interface that simultaneously queries multiple databases and returns integrated results, eliminating the need for users to manually navigate multiple sites while maintaining comprehensive information retrieval
Solution Approach 2:
The patent introduces an intermediary search system that acts as a mediator between users and multiple data sources, translating user queries into coordinated searches across siloed databases and synthesizing results into a unified response, thereby reducing user effort while preserving information completeness
2Ease of operation
If web sites provide static searching interfaces with limited functionality, then they are simple to operate, but they lack personalized insights and dynamic search capabilities
Solution Approach 1:
The patent transforms static search interfaces into dynamic systems that adapt to user behavior, preferences, and historical data, providing personalized insights and evolving search capabilities while maintaining ease of use through natural language processing and automated result refinement
Solution Approach 2:
The patent enables the search system to automatically refine and personalize results based on user interactions and historical data without requiring users to manually configure complex parameters, thereby providing personalized insights while keeping the interface simple and easy to operate
3Adaptability or versatility
If travel service providers maintain separate atomic web sites, then each site can specialize in specific services, but the overall system complexity and user navigation burden increase
Solution Approach 1:
The patent creates a universal search interface that can query and integrate data from multiple specialized travel service providers simultaneously, allowing the system to maintain service specialization at the data source level while providing unified access that reduces overall system complexity from the user perspective
Data Source
AI summary
Systems and methods for concept based searching or recommendation based on a concept networks are disclosed. More particularly, embodiments of a concept based approach to the search and analysis of data, including the creation, update or use of concept networks in searching and analyzing data are disclosed, including embodiments of the usage of such concept networks in artificial intelligence systems that are capable of utilizing concepts expressed by users to return or evaluate associated entities or content.