Table 5 Intelligent question answering system usability test results

From: Knowledge graph-based intelligent question answering system for ancient Chinese costume heritage

Test Type

Test Metric

Test Method

Expected Result

Test Result

Response Efficiency

Average Response Time

System Logs

≤100 ms.

75 ms

Answer Accuracy

Answer Accuracy Rate

Expert Verification

≥90%

112/120 correct (93.3%)

User Satisfaction

Subjective Rating (1–5); Open-ended Feedback

Questionnaires & Interviews

≥4.25

4.64/5.0