Semantic Identity Mediator for Privacy-Preserving Information Retrieval
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Solution Overview
Problem
Users face challenges in finding relevant information due to the vast amount of irrelevant data on the internet, and they are uncomfortable with electronic profiling, which can lead to privacy concerns and time constraints in manually searching for information.
Innovation Solution
The creation and maintenance of semantic identities that allow automated services to process information within defined categories and interests, gathering relevant data and identifying relationships, while protecting user privacy and managing identities on behalf of users.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If automated services profile users to gather information, then information retrieval efficiency is improved, but user privacy is compromised
Solution Approach 1:
The patent introduces semantic identities as intermediaries between users and automated services. These semantic identities contain categorized interests and topics that enable information retrieval without exposing actual user identities. The semantic identity acts as a mediator that allows profiling-based efficiency while protecting privacy by decoupling the user's real identity from the data collection process.
2Object-affected harmful factors
If users manually search for information, then privacy is protected, but time consumption increases
Solution Approach 1:
The patent implements preliminary action by pre-defining semantic identities with categorized interests, topics, and preferences before information retrieval begins. Users set up their semantic identities in advance with structured categories and interests, allowing automated services to immediately begin efficient information gathering without requiring manual searching, thus saving time while maintaining privacy.
3Measurement precision
If search services require affirmative user action, then search precision is improved, but ease of operation deteriorates
Solution Approach 1:
The patent enables self-service by allowing semantic identities to automatically perform information retrieval operations based on pre-defined interests and categories. The system autonomously searches, filters, and retrieves information matching the semantic identity's profile without requiring continuous user intervention or manual query construction, thus improving ease of operation while maintaining precision through the structured semantic framework.
Data Source
AI summary
Semantic identities are provided. A semantic identity is created for an agent. The semantic identity is associated with one or more categories and the categories are associated with interests. The semantic identity mines a network for information that relates to the one or more categories or the interests and packages the information for the agent's subsequent review and consumption.