Item Recommendation on DBbook @10 2014 (test)
18.74Hit RateEkar*
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ekar*ranking strategy=rewards2019.06 | 18.74 | — | — | — | 13.71 | |
| ConvE-RecKG embedding=ConvE2019.06 | 18.5 | — | — | — | 13.57 | |
| KTUP2019.06 | 17.61 | — | — | — | 12.99 | |
| Ekarranking strategy=path probabilities2019.06 | 17.16 | — | — | — | 12.66 | |
| CFKGKG embedding=TransE2019.06 | 14.28 | — | — | — | 10.36 | |
| MKR2019.06 | 8.63 | — | — | — | 5.75 | |
| BPR-MF2019.06 | 8.29 | — | — | — | 5.65 | |
| RippleNet2019.06 | 7.63 | — | — | — | 5.71 | |
| ItemKNN2019.06 | 7.02 | — | — | — | 6.65 | |
| KTUPPreference induction strategy=soft, Top-N rank=102019.02 | 0.3461 | 0.0405 | 0.2451 | 0.0673 | 0.2762 | |
| KTUPPreference induction strategy=hard, Top-N rank=102019.02 | 0.3449 | 0.0404 | 0.2448 | 0.0671 | 0.2738 | |
| CKETop-N rank=102019.02 | 0.3318 | 0.0392 | 0.2341 | 0.0651 | 0.2778 | |
| TUPPreference induction strategy=soft, Top-N rank=102019.02 | 0.3142 | 0.0362 | 0.2281 | 0.0606 | 0.2154 | |
| BPRMFTop-N rank=102019.02 | 0.3126 | 0.0356 | 0.2246 | 0.0596 | 0.2101 | |
| FMTop-N rank=102019.02 | 0.3015 | 0.0344 | 0.2155 | 0.0575 | 0.201 | |
| CoFMModel variant=share, Top-N rank=102019.02 | 0.2984 | 0.0341 | 0.2078 | 0.0567 | 0.2092 | |
| TUPPreference induction strategy=hard, Top-N rank=102019.02 | 0.2956 | 0.034 | 0.2111 | 0.0567 | 0.2019 | |
| CoFMModel variant=reg, Top-N rank=102019.02 | 0.2896 | 0.0332 | 0.2054 | 0.0554 | 0.2053 | |
| CFKGTop-N rank=102019.02 | 0.2809 | 0.0317 | 0.1969 | 0.053 | 0.1987 |