metrics rates precision enhance measurement
Research gap analysis derived from 2 engineering papers in our local library.
The gap
Future research could balance perception-based work with objective metrics (i.e., system log data, number and rates of errors, or response time) to enhance the precision of measurement.; The system's accuracy rates, precision, recall, and other quantitative performance metrics are not explicitly reported.
Research trend
Emerging — attention growing, methods still coalescing.
Supporting evidence — 2 representative gaps
- Artificial intelligence system reliability and knowledge identity: A model for knowledge workers in knowledge management environments (2026) · doi
Future research could balance perception-based work with objective metrics (i.e., system log data, number and rates of errors, or response time) to enhance the precision of measurement.
Keywords: future balance perception based objective metrics system number rates errors response time enhance precision measurement - Speech-Driven AI Assistant Using Hidden Markov Model (2026) · doi
The system's accuracy rates, precision, recall, and other quantitative performance metrics are not explicitly reported.
Keywords: system accuracy rates precision recall quantitative performance metrics explicitly reported
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