Knowledge Graph Evaluation: Scoring 12 Real Decisions

说明与用途

评估知识图谱显示，它改进了12个决策中的6个，避免了2个错误，并节省了73分钟的研究时间，而传统检索仅衡量召回率和延迟。

问题

Evaluating whether a knowledge graph improves decision quality versus traditional retrieval methods.

结果

The knowledge graph improved 6 of 12 decisions, prevented 2 errors, and saved 73 minutes of research time, demonstrating tangible decision quality gains beyond retrieval metrics.

工作流

• 1. Freeze the baseline answer by writing down options, criteria, recommendation, and confidence before querying.
• 2. Query the knowledge graph for the same decision.
• 3. Compare the graph’s answer to the frozen baseline.
• 4. Record the number of decisions that improved, errors avoided, and time saved.
• 5. Repeat for multiple decisions to aggregate results.

证据

6 of 12 decisions came out sharper, 2 errors never reached real work, and 73 minutes of research time saved.

来源