Knowledge Graph Evaluation: Scoring 12 Real Decisions

Описание и применение

Оценка графа знаний показала, что он улучшил 6 из 12 решений, предотвратил 2 ошибки и сэкономил 73 минуты исследований, в отличие от традиционного поиска, который не измеряет качество решений.

Задача

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

Результат

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.

Рабочий процесс

• 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.

Доказательства

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

Источник