Information Processing with Keyword-Guided Auxiliary Data Selection
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Solution Overview
Problem
Existing technologies face challenges in generating accurate response data due to the lack of auxiliary information when a first keyword is not included in a predetermined data set, leading to inaccurate results.
Innovation Solution
An information processing apparatus and method that includes a determination unit to identify the need for auxiliary information and an auxiliary information acquisition unit to extract and select relevant data from a subset based on input data and user feedback, enhancing the accuracy of response data generation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If auxiliary information is not used when a first keyword is not included in the predetermined data set, then the system operates simply and quickly, but the accuracy of response data generation deteriorates
Solution Approach 1:
The system performs preliminary actions by extracting multiple pieces of data corresponding to the first keyword from the first subset before selecting auxiliary information. This preliminary extraction ensures that relevant data is prepared in advance, improving the accuracy of response data generation when the first keyword is not found in the predetermined data set.
Solution Approach 2:
The system introduces auxiliary information as an intermediary element between the input data and the response data. When the first keyword is not included in the predetermined data set, the auxiliary information acquisition unit extracts and selects auxiliary information from the first subset, which then serves as a mediator to enable accurate response data generation.
2Measurement precision
If multiple pieces of data are extracted from the first subset when auxiliary information is required, then the accuracy of response data generation is improved, but the processing time and computational resources increase
Solution Approach 1:
The system applies partial action by extracting only the necessary multiple pieces of data corresponding to the first keyword from the first subset, rather than extracting all possible data. This selective extraction balances the need for accurate response data generation with the constraint of processing time and computational resources.
Solution Approach 2:
The system uses feedback mechanisms where the determination unit first determines whether auxiliary information is required by checking if the first keyword is included in the predetermined data set. This feedback loop ensures that the data extraction and selection processes are only executed when necessary, optimizing processing time while maintaining accuracy.
Data Source
AI summary
Disclosed are an information processing apparatus, an information processing method and a computer-readable storage medium. The information processing apparatus may include: a determination unit, configured to determine that auxiliary information for input data is required, in a case where a first keyword extracted from the input data is not included in a first subset corresponding to the first keyword in a predetermined data set; and an auxiliary information acquisition unit, configured to, in a case where the determination unit determines that the auxiliary information is required, extract, from the first subset, multiple pieces of data corresponding to the first keyword, and select, based on the input data, one or more pieces of data from the extracted multiple pieces of data, as the auxiliary information for generating response data.