Research Article
[Retracted] Data Mining Method of Intelligent Market Management Based on Collaborative Recommendation Algorithm
Table 5
Effect of aggregation order of localized information on recommendation performance.
| Algorithm | AGCAN | AFMGCAN | AACGCN | Hit@10 | Precision@10 | Hit@10 | Precision@10 | Hit@10 | Precision@10 |
| MovieLens-100K | 0.7091 | 0.1708 | 0.7119 | 0.1713 | 0.7126 | 0.1723 | 0.7142 | 0.1731 | 0.7154 | 0.174 | 0.7167 | 0.1748 | 0.7109 | 0.1742 | 0.7195 | 0.1752 | 0.72 | 0.1756 | 0.7122 | 0.1762 | 0.7152 | 0.1754 | 0.7221 | 0.1776 |
| MovieLens-1M | 0.0463 | 0.0045 | 0.0465 | 0.0048 | 0.0475 | 0.0049 | 0.0479 | 0.0049 | 0.0536 | 0.0055 | 0.0529 | 0.0055 | 0.051 | 0.0052 | 0.0574 | 0.0059 | 0.0585 | 0.0059 | 0.0525 | 0.0055 | 0.0576 | 0.0061 | 0.0609 | 0.0059 |
| Amazon-baby | 0.7818 | 0.199 | 0.7828 | 0.1999 | 0.7736 | 0.1934 | 0.7836 | 0.1996 | 0.7885 | 0.2021 | 0.7785 | 0.1994 | 0.7852 | 0.2007 | 0.7985 | 0.2025 | 0.7805 | 0.2009 | 0.7985 | 0.2023 | 0.8028 | 0.207 | 0.7911 | 0.2017 |
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