Review Ranking on Personalized Review Ranking User Study
3.74Mean RelevanceProposed ranking
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed rankingw1=0.6, w2=0.42025.10 | 3.74 | 68 | 73 | 70 | |
| Semantic-similarity-only2025.10 | 3.42 | 62 | 67 | 64 | |
| Helpfulness-vote-based2025.10 | 3.08 | 52 | 59 | 54 | |
| Star-rating-based2025.10 | 2.91 | 48 | 55 | 50 | |
| Recency-based2025.10 | 2.79 | 44 | 52 | 47 | |
| Random / Unranked2025.10 | 2.54 | 38 | 47 | 41 |