Discovery Loop Search Integration with Dynamic Maps and Plots
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Solution Overview
Problem
Existing search engines and text mining technologies operate independently, with search engines providing document-based results and text mining offering concept-based visualizations, making it difficult for consumers to seamlessly integrate these tools due to differing inputs and requirements.
Innovation Solution
A discovery loop system that integrates search and text mining technologies, allowing users to seamlessly explore connections between entities by browsing through search results and generating dynamic maps and plots, obfuscating the underlying differences between the two processes.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If search engines provide document-based results and text mining offers concept-based visualizations, then each tool provides specialized functionality, but the different inputs and requirements make it difficult for consumers to seamlessly integrate these tools
Solution Approach 1:
The patent merges search engine functionality and text mining capabilities into a single unified system. The search engine performs both traditional document ranking and text mining concept extraction, combining two previously separate tools into one integrated platform that provides both document-based results and concept-based visualizations without requiring consumers to switch between different systems.
Solution Approach 2:
The search engine is designed with multi-functionality to perform both search operations and text mining operations. The system can process queries to return both ranked documents and concept maps, making a single tool universally applicable for both search and discovery tasks, thereby eliminating the need for separate specialized tools.
2Ease of operation
If the natural output of search is a list of pages ranked and the natural output of text mining is a visual display of concept clusters, then each tool produces its characteristic output format, but fusing the tools exposes underlying differences that would be confusing to consumers
Solution Approach 1:
The patent introduces an intermediary layer that translates between search results and concept maps. This mediation mechanism allows the system to present unified results that blend document listings and concept visualizations, hiding the technical complexity of how these different output formats are combined while providing a smooth, consistent user experience.
Solution Approach 2:
The system dynamically adjusts presentation parameters based on query type and user interaction. When a user performs a search, the system can switch between displaying ranked documents, concept clusters, or a hybrid view, allowing flexible parameter changes that adapt the output format to user needs while maintaining a consistent and intuitive interface.
Data Source
AI summary
A discovery loop system and method may form a seamless loop from content to search results displayed as documents or maps then from selected documents or node(s) in map to documents or maps through a discovery and selection processes. The discovery loop system and method may use plots as part of the discovery loop. A method and system that processes content into a causal chain of situations, known as plots, may be performed.