Task Evaluation Approach Determination for Adaptive Intervention
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Solution Overview
Problem
Existing systems fail to accurately determine the appropriate approach to a subject based on their state and task execution situation, particularly when tasks are performed continuously or intermittently.
Innovation Solution
An information processing device that acquires task evaluation information, estimates the subject's state, and determines an appropriate mode of intervention using a combination of task evaluation indices and state indices, such as concentration, arousal, and tension levels, to optimize task execution.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If the system provides approaches to the subject at each task completion timing, then task performance efficiency is improved, but the accuracy of determining the appropriate approach mode deteriorates because the system lacks sufficient information about the subject's state and task execution situation
Solution Approach 1:
The system performs preliminary actions by acquiring task evaluation information before determining the approach mode. The acquisition unit collects information about the task execution situation in advance, which then serves as the basis for the determination unit to accurately select the appropriate approach mode, resolving the contradiction between providing frequent approaches and determining them accurately
Solution Approach 2:
The system implements feedback by using task evaluation information to adjust and refine the approach mode determination. The determination unit receives feedback from the acquired task evaluation information and adjusts its decision-making process, enabling accurate determination of approach modes while maintaining efficient task performance
2Speed
If the system determines approach modes based on limited information, then the determination speed is improved, but the accuracy of the determined approach mode deteriorates
Solution Approach 1:
The acquisition unit performs preliminary information gathering before the determination process. By acquiring task evaluation information in advance, the determination unit has sufficient data ready for rapid and accurate decision-making, eliminating the need to choose between speed and accuracy
Solution Approach 2:
The determination unit is designed to handle multiple aspects of approach mode determination using the acquired task evaluation information. This multi-functional approach allows the system to maintain both speed and accuracy by processing various types of information simultaneously rather than sequentially
Data Source
AI summary
An information processing device 1X mainly includes an acquisition means 15X, an estimation means 16X, and a determination means 17X. The acquisition means 15X acquires task evaluation information relating to evaluation of execution of a task executed by a subject. The estimation means 16X estimates a state of the subject in execution of the task. The determination means 17X determines a mode of an approach to the subject based on the task evaluation information and the state of the subject. The device can support decision making regarding intervention in a subject's task execution.


