Biometric State Detection for Personalized Web Content
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Solution Overview
Problem
Current biometric devices primarily focus on measuring human characteristics for specific applications, such as health monitoring or security, but fail to utilize this data to provide personalized responses or actions based on emotional, mood, or mental states in real-time contexts.
Innovation Solution
A system and method that uses biometric data to determine an individual's emotional, mood, or mental state, integrating this information with web-based data and interest data to provide tailored content or perform specific actions, such as selecting advertisements or adjusting system responses, through a network-connected Web host and biometric sensors.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If biometric data is collected and analyzed to determine emotional states, then personalized content delivery and user engagement are improved, but system complexity and data processing requirements increase
Solution Approach 1:
The system segments biometric data processing into distinct modules: data collection from sensors, emotional state determination through analysis, content selection based on determined states, and delivery through communication interfaces. This modular segmentation manages system complexity while enabling personalized content delivery.
Solution Approach 2:
The web host system performs multiple functions: collecting biometric data, determining emotional states, selecting appropriate content, and delivering personalized responses. This multi-functionality allows a single system to handle the entire personalization pipeline, improving adaptability while containing overall system complexity.
2Reliability
If real-time biometric monitoring is implemented, then context-aware actions and user safety are improved, but energy consumption and processing load increase
Solution Approach 1:
The system implements periodic biometric monitoring rather than continuous monitoring, analyzing data at intervals to determine emotional states and trigger context-aware actions. This periodic approach maintains user safety through regular checks while reducing overall energy consumption compared to continuous real-time monitoring.
Solution Approach 2:
The system uses the individual's own biometric data to self-determine their emotional state and trigger appropriate responses or safety interventions. This self-service approach reduces processing load by using locally available data from the individual's own device sensors rather than requiring external continuous monitoring.
3Measurement precision
If comprehensive biometric data analysis is performed to determine multiple states, then measurement precision of emotional states is improved, but loss of time for data processing increases
Solution Approach 1:
The system performs preliminary analysis of biometric data to identify key indicators of emotional states before conducting full determination. This preliminary action filters and prioritizes data, improving measurement precision of emotional states while reducing the time required for complete data processing by focusing on the most relevant indicators.
Data Source
AI summary
A system and method is provided for using biometric data from an individual to determine at least one emotion, mood, physical state, or mental state (“state”) of the individual, which is then used, either alone or together with other data, to provide the individual with certain web-based data. In one embodiment of the present invention, a Web host is in communication with at least one network device, where each network device is operated by an individual and is configured to communicate biometric data of the individual to the Web host. The Web host is then configured to use the biometric data to determine at least one state of the individual. The determined state, either alone or together with other data (e.g., interest data), is then used to provide the individual with certain content (e.g., web-based data) or to perform a particular action.