Questionnaire attributes \(\boldsymbol{(v_{s})}\) | Type | vs | Log attributes \(\boldsymbol{(v_{l})}\) | Type | Method | Result & explanation |
---|---|---|---|---|---|---|
Physical attributes | ||||||
Frequency | N | ↔ | median(gaps) | N | MAE | 0.88 (day) |
Weekdays | C | ↔ | Weekdays occurrence | C | MSD | 2.13 (visit) |
Duration | N | ↔ | Time in AL | N | MAE | 0.70 (hour) |
Interests | C | ↔ | Time@ShopCat | C | MSD | 2.50 (category) |
Web attributes | ||||||
WiFi frequency | C | ↔ | \(\frac{\# \text{of BL visits}}{\# \text{of AL visits}}\) | N | PDE | Figure 3(b) |
How many searches | C | ↔ | # of queries | N | PDE | Figure 3(c) |
What to browse | C | ↔ | URL category | C | MSD | 1.66 (category) |
What to search | C | ↔ | Query category | C | MSD | 1.65 (category) |