notesum.ai
Published at December 10Temporal Linear Item-Item Model for Sequential Recommendation
cs.IR
cs.LG
Released Date: December 10, 2024
Authors: Seongmin Park1, Mincheol Yoon1, Minjin Choi1, Jongwuk Lee1
Aff.: 1Sungkyunkwan University

| Dataset | ML-1M | Beauty | Toys | Sports | Yelp |
|---|---|---|---|---|---|
| #Users | 6,040 | 22,363 | 19,412 | 29,858 | 30,494 |
| #Items | 3,953 | 12,101 | 11,924 | 18,357 | 20,061 |
| #Inter. | 999,611 | 198,502 | 167,597 | 296,337 | 317,078 |
| Density | 5.19% | 0.07% | 0.07% | 0.06% | 0.05% |
| Avg. Length | 165.6 | 8.9 | 8.6 | 8.3 | 10.4 |
| Avg. Interval | 0.6d | 69.6d | 86.0d | 74.1d | 18.6d |