Early Response Processing for User Input Latency
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Solution Overview
Problem
Existing software applications must wait for the entire user input before processing it, leading to delayed responses and a less efficient user experience.
Innovation Solution
The proposed solution involves processing a partial user input that is detected during the receipt of the user input, allowing for an early response that can be presented if the partial input matches the final input.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of time
If the system waits for the complete user input before processing, then the processing accuracy is improved, but the response time increases
Solution Approach 1:
The system performs preliminary processing of the user input as soon as a triggering condition is detected during input reception, rather than waiting for the complete input. This allows the system to start processing early and potentially provide faster responses while maintaining accuracy through subsequent verification or refinement.
Solution Approach 2:
The system dynamically adjusts the processing approach based on whether the detected partial input matches the final input. If the partial input matches the final input, the early response is provided; if not, the system processes the complete input. This dynamic behavior optimizes both response time and accuracy.
2Ease of operation
If the system processes the complete user input before providing a response, then the response accuracy is improved, but the user experience deteriorates due to longer waiting time
Solution Approach 1:
The system performs preliminary processing actions as soon as triggering conditions are met during input reception, enabling early responses that improve user experience by reducing perceived waiting time while maintaining the option to process complete inputs for accuracy when needed.
Solution Approach 2:
The system provides feedback to the user through early responses while continuing to monitor for complete input. This feedback mechanism improves user experience by showing progress and reducing anxiety about waiting, while the system maintains the capability to refine the response based on complete input.
3Productivity
If the system waits for the entire user input to be received, then the processing completeness is improved, but the productivity decreases
Solution Approach 1:
The system performs preliminary processing actions as soon as triggering conditions are detected during input reception, rather than waiting for complete input. This enables the system to start processing early, improving productivity by reducing the time between input reception and response generation.
Solution Approach 2:
The system maintains continuous useful action by processing partial inputs as soon as triggering conditions are met, rather than idle-waiting for complete input. This continuous processing approach improves productivity by keeping the system actively working on the user input throughout the reception period.
Data Source
AI summary
Techniques are provided for early processing of a part of a user input to produce a response to the entire or final user input. While the user input is being received, a partial user input, which is a part of the final user input, is processed to produce a response. The response is a candidate response for the final user input. After the final user input is received, and if the partial user input is determined to match or be equivalent to the final user input, the first response, which is already available, is provided to one or more output devices for presentation. If the final user input is determined to differ from the partial user input, the final user input is processed to produce a second response to the final user input, and the second response is provided for presentation. In some instances, multiple partial user inputs are received and processed.