Slice: personalization
(275 ranking factors)
| Factors |
|---|
|
MaxD30Long
personalization: 0
Max cosine similarity between document and user history with clicks dwelltime > 30sec, by realtime user_history
|
|
MaxD60Long
personalization: 1
Max cosine similarity between document and user history with clicks dwelltime > 60sec, by realtime user_history
|
|
MaxD120Long
personalization: 2
Max cosine similarity between document and user history with clicks dwelltime > 120sec, by realtime user_history
|
|
MaxD180Long
personalization: 3
Max cosine similarity between document and user history with clicks dwelltime > 180sec, by realtime user_history
|
|
MaxD360Long
personalization: 4
Max cosine similarity between document and user history with clicks dwelltime > 360sec, by realtime user_history
|
|
MaxD30Short
personalization: 5
Max cosine similarity between document and user history with clicks dwelltime <= 30sec, by realtime user_history
|
|
MaxD60Short
personalization: 6
Max cosine similarity between document and user history with clicks dwelltime <= 60sec, by realtime user_history
|
|
MaxD120Short
personalization: 7
Max cosine similarity between document and user history with clicks dwelltime <= 120sec, by realtime user_history
|
|
MaxD180Short
personalization: 8
Max cosine similarity between document and user history with clicks dwelltime <= 180sec, by realtime user_history
|
|
MaxD360Short
personalization: 9
Max cosine similarity between document and user history with clicks dwelltime <= 360sec, by realtime user_history
|
|
TopavgS5D30Long
personalization: 10
Avg by top-5 maximum cosine similarity between document and user history with clicks dwelltime > 30sec, by realtime user_history
|
|
TopavgS5D60Long
personalization: 11
Avg by top-5 maximum cosine similarity between document and user history with clicks dwelltime > 60sec, by realtime user_history
|
|
TopavgS5D120Long
personalization: 12
Avg by top-5 maximum cosine similarity between document and user history with clicks dwelltime > 120sec, by realtime user_history
|
|
TopavgS5D180Long
personalization: 13
Avg by top-5 maximum cosine similarity between document and user history with clicks dwelltime > 180sec, by realtime user_history
|
|
TopavgS5D360Long
personalization: 14
Avg by top-5 maximum cosine similarity between document and user history with clicks dwelltime > 360sec, by realtime user_history
|
|
TopavgS10D30Long
personalization: 15
Avg by top-10 maximum cosine similarity between document and user history with clicks dwelltime > 30sec, by realtime user_history
|
|
TopavgS10D60Long
personalization: 16
Avg by top-10 maximum cosine similarity between document and user history with clicks dwelltime > 60sec, by realtime user_history
|
|
TopavgS10D120Long
personalization: 17
Avg by top-10 maximum cosine similarity between document and user history with clicks dwelltime > 120sec, by realtime user_history
|
|
TopavgS10D180Long
personalization: 18
Avg by top-10 maximum cosine similarity between document and user history with clicks dwelltime > 180sec, by realtime user_history
|
|
TopavgS10D360Long
personalization: 19
Avg by top-10 maximum cosine similarity between document and user history with clicks dwelltime > 360sec, by realtime user_history
|
|
TopavgS15D30Long
personalization: 20
Avg by top-15 maximum cosine similarity between document and user history with clicks dwelltime > 30sec, by realtime user_history
|
|
TopavgS15D60Long
personalization: 21
Avg by top-15 maximum cosine similarity between document and user history with clicks dwelltime > 60sec, by realtime user_history
|
|
TopavgS15D120Long
personalization: 22
Avg by top-15 maximum cosine similarity between document and user history with clicks dwelltime > 120sec, by realtime user_history
|
|
TopavgS15D180Long
personalization: 23
Avg by top-15 maximum cosine similarity between document and user history with clicks dwelltime > 180sec, by realtime user_history
|
|
TopavgS15D360Long
personalization: 24
Avg by top-15 maximum cosine similarity between document and user history with clicks dwelltime > 360sec, by realtime user_history
|
|
Removed25
personalization: 25
|
|
Removed26
personalization: 26
|
|
Removed27
personalization: 27
|
|
Removed28
personalization: 28
|
|
Removed29
personalization: 29
|
|
Removed30
personalization: 30
|
|
Removed31
personalization: 31
|
|
UserClicksLong
personalization: 32
Saturated TotalClicks by long user_profiles
|
|
UserClicksRt
personalization: 33
Saturated TotalClicks by realtime user_profiles
|
|
ClicksForFirstQRealtime
personalization: 34
Saturated clicks on first query in history, by realtime user_actions
|
|
ClicksForPrevQRealtime
personalization: 35
Saturated clicks on previous query in history, by realtime user_actions
|
|
Removed36
personalization: 36
|
|
Removed37
personalization: 37
|
|
Removed38
personalization: 38
|
|
Removed39
personalization: 39
|
|
Removed40
personalization: 40
|
|
Removed41
personalization: 41
|
|
SessionClicksCountRealtime
personalization: 42
Saturated number of clicks in session by realtime user_actions
|
|
SessionRequestsCountRealtime
personalization: 43
Saturated number of requests in session by realtime user_actions
|
|
UserIntermediateClicksLong
personalization: 44
Saturated number of long clicks which are not last in session by long user_profile
|
|
UserIntermediateClicksRt
personalization: 45
Saturated number of long clicks which are not last in session by realtime user_profile
|
|
UserFinalClicksLong
personalization: 46
Saturated number of last clicks in session by long user_profile
|
|
Removed47
personalization: 47
|
|
Removed48
personalization: 48
|
|
Removed49
personalization: 49
|
|
Removed50
personalization: 50
|
|
Removed51
personalization: 51
|
|
Removed52
personalization: 52
|
|
Removed53
personalization: 53
|
|
InverseUserQueryTopicCountRt
personalization: 54
Inverted number of queries with the same topic by realtime user_profiles
|
|
Removed55
personalization: 55
|
|
InverseUserQueryClickedTopicCountRt
personalization: 56
Inverted number of clicked queries with the same topic by realtime user_profiles
|
|
Removed57
personalization: 57
|
|
Removed58
personalization: 58
|
|
HostClicksByUserLong
personalization: 59
Saturated number of user clicks on host by long user_profiles
|
|
Removed60
personalization: 60
|
|
HostClicksByUserRt
personalization: 61
Saturated number of user clicks on host by realtime user_profiles
|
|
Removed62
personalization: 62
|
|
Removed63
personalization: 63
|
|
HostClicksWithTimeDiscountLong
personalization: 64
Sum of time discounted user clicks on host by long user_profiles
|
|
Removed65
personalization: 65
|
|
HostClicksWithTimeDiscountRt
personalization: 66
Sum of time discounted user clicks on host by realtime user_profiles
|
|
HostClickedForFirstQRealtime
personalization: 67
Host was clicked on first query in session by realtime user_actions
|
|
HostShownForFirstQRealtime
personalization: 68
Host was shown on first query in session by realtime user_actions
|
|
InvertedHostPosForFirstQRealtime
personalization: 69
Inverted position of host on first query in session by realtime user_actions
|
|
HostClickedForPrevQRealtime
personalization: 70
Host was clicked on previous query in session by realtime user_actions
|
|
HostShownForPrevQRealtime
personalization: 71
Host was shown on first query in session by realtime user_actions
|
|
InvertedHostPosForPrevQRealtime
personalization: 72
Inverted position of host on previous query in session by realtime user_actions
|
|
Removed73
personalization: 73
|
|
QIsSameAsPrevQRealtime
personalization: 74
Normalized query equals to previous one in session by realtime user_actions
|
|
Removed75
personalization: 75
|
|
Removed76
personalization: 76
|
|
Removed77
personalization: 77
|
|
Removed78
personalization: 78
|
|
Removed79
personalization: 79
|
|
Removed80
personalization: 80
|
|
Removed81
personalization: 81
|
|
Removed82
personalization: 82
|
|
Removed83
personalization: 83
|
|
Removed84
personalization: 84
|
|
Removed85
personalization: 85
|
|
Removed86
personalization: 86
|
|
Removed87
personalization: 87
|
|
Removed88
personalization: 88
|
|
Removed89
personalization: 89
|
|
Removed90
personalization: 90
|
|
Removed91
personalization: 91
|
|
Removed92
personalization: 92
|
|
Removed93
personalization: 93
|
|
Removed94
personalization: 94
|
|
Removed95
personalization: 95
|
|
Removed96
personalization: 96
|
|
Removed97
personalization: 97
|
|
Removed98
personalization: 98
|
|
Removed99
personalization: 99
|
|
Removed100
personalization: 100
|
|
Removed101
personalization: 101
|
|
Removed102
personalization: 102
|
|
Removed103
personalization: 103
|
|
Removed104
personalization: 104
|
|
Removed105
personalization: 105
|
|
Removed106
personalization: 106
|
|
Removed107
personalization: 107
|
|
Removed108
personalization: 108
|
|
Removed109
personalization: 109
|
|
Removed110
personalization: 110
|
|
Removed111
personalization: 111
|
|
Removed112
personalization: 112
|
|
Removed113
personalization: 113
|
|
Removed114
personalization: 114
|
|
Removed115
personalization: 115
|
|
Removed116
personalization: 116
|
|
Removed117
personalization: 117
|
|
UserHostCctrRt
personalization: 118
CCTR(clicks[host], shows[host]), rt user_profiles
|
|
Removed119
personalization: 119
|
|
Removed120
personalization: 120
|
|
UserHostCtrWithTimeDiscountRt
personalization: 121
CTR(clicks[host], shows[host]) with time discount (1 / (1 + dt) for every click/skip where dt = days between now and click/skip), rt user_profiles
|
|
Removed122
personalization: 122
|
|
HostIntermediateClicksLong
personalization: 123
Sat(clicks[host] without short clicks and last-in-session clicks), long user_profiles
|
|
Removed124
personalization: 124
|
|
Removed125
personalization: 125
|
|
HostIntermediateClicksRt
personalization: 126
Sat(clicks[host] without short clicks and last-in-session clicks), rt user_profiles
|
|
Removed127
personalization: 127
|
|
Removed128
personalization: 128
|
|
Removed129
personalization: 129
|
|
UserQhashHostCctrLong
personalization: 130
CCTR(clicks[query-host], shows[query-host]) by long user_profiles
|
|
Removed131
personalization: 131
|
|
UserQhashHostCctrRt
personalization: 132
CCTR(clicks[query-host], shows[query-host]) by rt user_profiles
|
|
Removed133
personalization: 133
|
|
Removed134
personalization: 134
|
|
UserQhashHostClicksRt
personalization: 135
Sat(clicks[query-host]) by rt user_profiles
|
|
Removed136
personalization: 136
|
|
Removed137
personalization: 137
|
|
Removed138
personalization: 138
|
|
HostFinalClicksLong
personalization: 139
Saturated final host clicks by long user_profiles
|
|
Removed140
personalization: 140
|
|
Removed141
personalization: 141
|
|
HostFinalClicksRt
personalization: 142
Saturated final host clicks by rt user_profiles
|
|
Removed143
personalization: 143
|
|
Removed144
personalization: 144
|
|
Removed145
personalization: 145
|
|
Removed146
personalization: 146
|
|
Removed147
personalization: 147
|
|
Removed148
personalization: 148
|
|
HostDwelltimeAtPrevQFixedRealtime
personalization: 149
hostDwelltime / (hostDwelltime + 60), realtime user_actions
|
|
Removed150
personalization: 150
|
|
HostIntermediateClicksWithTimeDiscountLong
personalization: 151
Sat(clicks[host] without short clicks and last-in-session clicks) with time discount (1 / (1 + dt) where dt = days between now and click), long user_profiles
|
|
Removed152
personalization: 152
|
|
Removed153
personalization: 153
|
|
HostIntermediateClicksWithTimeDiscountRt
personalization: 154
Sat(clicks[host] without short clicks and last-in-session clicks) with time discount (1 / (1 + dt) where dt = days between now and click), rt user_profiles
|
|
Removed155
personalization: 155
|
|
HostFinalClicksWithTimeDiscountLong
personalization: 156
Saturated host final clicks with time discount (1 / (1 + dt) where dt = days between now and click) by long user_profiles
|
|
Removed157
personalization: 157
|
|
Removed158
personalization: 158
|
|
HostFinalClicksWithTimeDiscountRt
personalization: 159
Saturated host final clicks with time discount (1 / (1 + dt) where dt = days between now and click) by rt user_profiles
|
|
Removed160
personalization: 160
|
|
HostLongClicksLong
personalization: 161
Sat(long clicks[host]), long user_profiles
|
|
Removed162
personalization: 162
|
|
Removed163
personalization: 163
|
|
HostLongClicksRt
personalization: 164
Sat(long clicks[host]), rt user_profiles
|
|
Removed165
personalization: 165
|
|
HostLongClicksWithTimeDiscountLong
personalization: 166
Sat(long clicks[host]) with time discount (1 / (1 + dt) where dt = days between now and click), long user_profiles
|
|
Removed167
personalization: 167
|
|
Removed168
personalization: 168
|
|
HostLongClicksWithTimeDiscountRt
personalization: 169
Sat(long clicks[host]) with time discount (1 / (1 + dt) where dt = days between now and click), rt user_profiles
|
|
Removed170
personalization: 170
|
|
Removed171
personalization: 171
|
|
UserHostCctr2Rt
personalization: 172
CCTR2(clicks[host], shows[host]), rt user_profiles
|
|
Removed173
personalization: 173
|
|
UserQhashHostCctr2Long
personalization: 174
CCTR2(clicks[query-host], shows[query-host]) by long user_profiles
|
|
Removed175
personalization: 175
|
|
UserQhashHostCctr2Rt
personalization: 176
CCTR2(clicks[query-host], shows[query-host]) by rt user_profiles
|
|
Removed177
personalization: 177
|
|
UserDocposCctr2Long
personalization: 178
CCTR2(clicks[pos], skips[pos]) by long user_profiles
|
|
UserDocposCctr2Rt
personalization: 179
CCTR2(clicks[pos], skips[pos]) by realtime user_profiles
|
|
Removed180
personalization: 180
|
|
Removed181
personalization: 181
|
|
UserHostTopicShowsFractionRt
personalization: 182
HostTopicShows to HostShows fraction by realtime user_profiles
|
|
Removed183
personalization: 183
|
|
UserHostTopicClicksFractionRt
personalization: 184
HostTopicClicks to HostClicks fraction by realtime user_profiles
|
|
Removed185
personalization: 185
|
|
UserHostTopicCtrRt
personalization: 186
HostTopicClicks to HostTopicShows fraction by realtime user_profiles
|
|
Removed187
personalization: 187
|
|
UserQhashHostFinalClicksLong
personalization: 188
Saturated final clicks for query-host pair by long user_profiles
|
|
UserQhashHostFinalClicksRt
personalization: 189
Saturated final clicks for query-host pair by realtime user_profiles
|
|
Removed190
personalization: 190
|
|
UserQhashHostCtrLong
personalization: 191
CTR(clicks[query-host], shows[query-host]) by long user_profiles
|
|
UserQhashHostCtrRt
personalization: 192
CTR(clicks[query-host], shows[query-host]) by realtime user_profiles
|
|
Removed193
personalization: 193
|
|
UserUrlCtrLong
personalization: 194
CTR(clicks[url], shows[url]) by long user_profiles
|
|
Removed195
personalization: 195
|
|
UserUrlCtrRt
personalization: 196
CTR(clicks[url], shows[url]) by realtime user_profiles
|
|
Removed197
personalization: 197
|
|
UserUrlCctrRt
personalization: 198
CCTR(clicks[url], shows[url]) by realtime user_profiles
|
|
Removed199
personalization: 199
|
|
UserUrlCctr2Long
personalization: 200
CCTR2(clicks[url], shows[url]) by long user_profiles
|
|
Removed201
personalization: 201
|
|
UserUrlCctr2Rt
personalization: 202
CCTR2(clicks[url], shows[url]) by realtime user_profiles
|
|
Removed203
personalization: 203
|
|
UserUrlFinalClicksLong
personalization: 204
Saturated final clicks for url by long user_profiles
|
|
Removed205
personalization: 205
|
|
UserUrlFinalClicksRt
personalization: 206
Saturated final clicks for url by realtime user_profiles
|
|
Removed207
personalization: 207
|
|
UserUrlClicksLong
personalization: 208
Saturated clicks for url by long user_profiles
|
|
Removed209
personalization: 209
|
|
UserUrlClicksRt
personalization: 210
Saturated clicks for url by realtime user_profiles
|
|
Removed211
personalization: 211
|
|
Removed212
personalization: 212
|
|
Removed213
personalization: 213
|
|
Removed214
personalization: 214
|
|
Removed215
personalization: 215
|
|
UserQurlCtrLong
personalization: 216
CTR(clicks[query-url], shows[query-url]) by long user_profiles
|
|
UserQurlCtrRt
personalization: 217
CTR(clicks[query-url], shows[query-url]) by realtime user_profiles
|
|
UserQurlCctrRt
personalization: 218
CCTR(clicks[query-url], shows[query-url]) by realtime user_profiles
|
|
Removed219
personalization: 219
|
|
UserQurlCctr2Long
personalization: 220
CCTR2(clicks[query-url], shows[query-url]) by long user_profiles
|
|
UserQurlCctr2Rt
personalization: 221
CCTR2(clicks[query-url], shows[query-url]) by realtime user_profiles
|
|
Removed222
personalization: 222
|
|
UserQurlFinalClicksLong
personalization: 223
Saturated final clicks for query-url by long user_profiles
|
|
UserQurlFinalClicksRt
personalization: 224
Saturated final clicks for query-url by realtime user_profiles
|
|
Removed225
personalization: 225
|
|
UserQurlClicksLong
personalization: 226
Saturated clicks for query-url by long user_profiles
|
|
UserQurlClicksRt
personalization: 227
Saturated clicks for query-url by realtime user_profiles
|
|
Removed228
personalization: 228
|
|
Removed229
personalization: 229
|
|
Removed230
personalization: 230
|
|
Removed231
personalization: 231
|
|
HostFullSatisfactionClicksLong
personalization: 232
Saturated number of single clicks per request for host by long user_profiles
|
|
Removed233
personalization: 233
|
|
HostFullSatisfactionClicksRt
personalization: 234
Saturated number of single clicks per request for host by realtime user_profiles
|
|
Removed235
personalization: 235
|
|
HostFullSatisfactionClicksWithTimeDiscountLong
personalization: 236
Sum of 1 / (1 + dt), where dt = days between now and single click per request for host by long user_profiles
|
|
Removed237
personalization: 237
|
|
HostFullSatisfactionClicksWithTimeDiscountRt
personalization: 238
Sum of 1 / (1 + dt), where dt = days between now and single click per request for host by realtime user_profiles
|
|
Removed239
personalization: 239
|
|
Removed240
personalization: 240
|
|
Removed241
personalization: 241
|
|
Removed242
personalization: 242
|
|
Removed243
personalization: 243
|
|
Removed244
personalization: 244
|
|
Removed245
personalization: 245
|
|
Removed246
personalization: 246
|
|
Removed247
personalization: 247
|
|
Removed248
personalization: 248
|
|
Removed249
personalization: 249
|
|
Removed250
personalization: 250
|
|
Removed251
personalization: 251
|
|
Removed252
personalization: 252
|
|
Removed253
personalization: 253
|
|
Removed254
personalization: 254
|
|
Removed255
personalization: 255
|
|
Removed256
personalization: 256
|
|
TimeBetweenPrevAndCurQRealtime
personalization: 257
Normalized time between previous and current requests by realtime user_actions
|
|
SessionLengthRealtime
personalization: 258
Normalized time between first and current requests by realtime user_actions
|
|
Removed259
personalization: 259
|
|
Removed260
personalization: 260
|
|
Removed261
personalization: 261
|
|
Removed262
personalization: 262
|
|
Removed263
personalization: 263
|
|
Removed264
personalization: 264
|
|
Removed265
personalization: 265
|
|
Removed266
personalization: 266
|
|
Removed267
personalization: 267
|
|
Removed268
personalization: 268
|
|
Removed269
personalization: 269
|
|
Removed270
personalization: 270
|
|
Removed271
personalization: 271
|
|
Removed272
personalization: 272
|
|
Removed273
personalization: 273
|
|
Removed274
personalization: 274
|