engineering2 papersavg year 2026quality 5/5

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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