Research Article
Improving POI Recommendation via Dynamic Tensor Completion
Table 3
Result comparison in New York.
| | Matrix factorization | Tensor factorization | Metrics | MF | PMF | FBMC | CD | TD | TA-FBMC | TAD-FMPC | s-Prido | Prido |
| | 0.0016 | 0.0060 | 0.0310 | 0.0767 | 0.0921 | 0.0747 | 0.1230 | 0.1022 | 0.1310 | | 0.0197 | 0.0283 | 0.1063 | 0.2221 | 0.2642 | 0.2298 | 0.2996 | 0.2454 | 0.3201 | | 0.0444 | 0.0571 | 0.1700 | 0.3249 | 0.3863 | 0.3397 | 0.4136 | 0.3768 | 0.4234 | | 0.0822 | 0.1160 | 0.2699 | 0.4829 | 0.5357 | 0.4801 | 0.5615 | 0.5387 | 0.5911 | | 0.2744 | 0.2843 | 0.4893 | 0.7195 | 0.7552 | 0.7130 | 0.7699 | 0.7488 | 0.7824 | | 0.5053 | 0.5127 | 0.7280 | 0.8887 | 0.9040 | 0.8812 | 0.8965 | 0.8876 | 0.9010 |
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