diff --git a/README.md b/README.md index ad819d0..144d36f 100644 --- a/README.md +++ b/README.md @@ -183,7 +183,7 @@ These datasets contain measurements of clothing fit from [RentTheRunway](https:/ ### General Datasets -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|-------------------|-----------|-----------|--------------|----------|----------------------------|-----------|--------------|--------------|---------------------| | 1 | [MovieLens](https://github.com/RUCAIBox/RecommenderSystems-Datasets/tree/master/dataset_info/MovieLens) | \- | \- | \- | \- | Rating | √ | √ | √ | | | 2 | Anime | 73,515 | 11,200 | 7,813,737 | 99\.05% | Rating
\[\-1, 1\-10\] | | | √ | | @@ -224,7 +224,7 @@ These datasets contain measurements of clothing fit from [RentTheRunway](https:/ ### CTR Datasets -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|:------------------|-----------|-----------|--------------|----------|----------------------------|-----------|--------------|--------------|---------------------| | 1 | Criteo | \- | \- | 45,850,617 | \- | Click | | | | √ | | 2 | Avazu | \- | \- | 40,428,967 | \- | Click
\[0, 1\] | √ | | | √ | diff --git a/dataset_info/Amazon/README.md b/dataset_info/Amazon/README.md index 1b40589..6ab0651 100644 --- a/dataset_info/Amazon/README.md +++ b/dataset_info/Amazon/README.md @@ -1,6 +1,6 @@ ## Amazon (2014) -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | -------------------------------------- | --------- | --------- | ------------ | --------- | ------------------ | --------- | ------------ | ------------ | ------------------- | | 1 | Amazon\_Apps\_for\_Andorid | 1,323,884 | 61,275 | 2,638,172 | 99\.9967% | rating
\[0,5\] | √ | | √ | | | 2 | Amazon\_Beauty | 1,210,271 | 249,274 | 2,023,070 | 99\.9993% | rating
\[0,5\] | √ | | √ | | diff --git a/dataset_info/DIGINETICA/README.md b/dataset_info/DIGINETICA/README.md index 20d40cb..c07a3ba 100644 --- a/dataset_info/DIGINETICA/README.md +++ b/dataset_info/DIGINETICA/README.md @@ -1,7 +1,7 @@ ## DIGINETICA -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | ------------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- | | 1 | DIGINETICA | 204789 | 184047 | 993483 | 99.99% | Click | √ | | √ | | | 2 | DIGINETICA
\(duplicate removal\) | 204789 | 184074 | 835174 | 99.99% | Click | √ | | √ | | diff --git a/dataset_info/Foursquare/README.md b/dataset_info/Foursquare/README.md index 66d9697..9767dc6 100644 --- a/dataset_info/Foursquare/README.md +++ b/dataset_info/Foursquare/README.md @@ -1,6 +1,6 @@ ## Foursquare -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | ------------------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- | | 1 | Foursquare\_NYC | 1083 | 38333 | 227428 | 99.45% | Check\-in | √ | | √ | | | 2 | Foursquare\_NYC
\(duplicate removal\) | 1083 | 38333 | 91024 | 99.78% | Check\-in | √ | | √ | | diff --git a/dataset_info/Gowalla/README.md b/dataset_info/Gowalla/README.md index 8e08914..837e0ff 100644 --- a/dataset_info/Gowalla/README.md +++ b/dataset_info/Gowalla/README.md @@ -1,6 +1,6 @@ ## Gowalla -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|------------------------------------|---------|-----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------| | 1 | Gowalla | 107,092 | 1,280,969 | 6,442,892 | 99\.99% | Check\-in | √ | | | √ | | 2 | Gowalla
\(duplicate removal\) | 107,092 | 1,280,969 | 3,981,334 | 99\.99% | Check\-in | √ | | | √ | diff --git a/dataset_info/KDD2010/README.md b/dataset_info/KDD2010/README.md index 441b894..5f0ae1b 100644 --- a/dataset_info/KDD2010/README.md +++ b/dataset_info/KDD2010/README.md @@ -1,6 +1,6 @@ ## KDD2010 -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|------------------------------------------------|--------|-----------|--------------|----------|---------------------|-----------|--------------|--------------|---------------------| | 1 | KDD2010\-bridge\-algebra2006\_2007 | 1,840 | 584,946 | 2,289,726 | 99\.79% | rating
\[0,1\] | | | | | | 2 | KDD2010\-bridge\-algebra2008\_2009 | 3,310 | 1,259,272 | 8,918,054 | 99\.79% | rating
\[0,1\] | | | | | diff --git a/dataset_info/LFM-1b/README.md b/dataset_info/LFM-1b/README.md index ff6613e..f2c6a33 100644 --- a/dataset_info/LFM-1b/README.md +++ b/dataset_info/LFM-1b/README.md @@ -1,6 +1,6 @@ ## LFM-1b -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|--------------------------------------------|--------|----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------| | 1 | lfm1b\_artists | 120,322 | 3,123,496 | 1,088,161,692| 99\.71% | Click | √ | √ | √ | √ | | 2 | lfm1b\_artists
\(duplicate removal\) | 120,322 | 3,123,496 | 65,133,026 | 99\.98% | Click | √ | √ | √ | √ | diff --git a/dataset_info/MIND/MIND.md b/dataset_info/MIND/MIND.md index 6ed8f50..5c307af 100644 --- a/dataset_info/MIND/MIND.md +++ b/dataset_info/MIND/MIND.md @@ -1,6 +1,6 @@ ## MIND -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | ---------------- | ------- | ------ | ------------ | -------- | ------------------- | --------- | ------------ | ------------ | ------------------- | | 1 | mind_large_train | 711,223 | 27,047 | 83,507,374 | 99\.57% | Click
\[0,1\] | √ | | | | | 2 | mind_large_dev | 255,991 | 6,998 | 14,085,557 | 99\.21% | Click
\[0,1\] | √ | | | | diff --git a/dataset_info/MovieLens/README.md b/dataset_info/MovieLens/README.md index ea90ea8..9f37b88 100644 --- a/dataset_info/MovieLens/README.md +++ b/dataset_info/MovieLens/README.md @@ -1,6 +1,6 @@ ## MovieLens -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|----------|---------|--------|--------------|----------|-------------------------------------|-----------|--------------|--------------|---------------------| | 1 | ml\-100k | 943 | 1,682 | 100,000 | 93\.70% | Rating
\[1\-5\] | √ | √ | √ | | | 2 | ml\-1m | 6,040 | 3,952 | 1,000,209 | 95\.81% | Rating
\[1\-5\] | √ | √ | √ | | diff --git a/dataset_info/Retailrocket/README.md b/dataset_info/Retailrocket/README.md index 1a8ca7c..59abcf7 100644 --- a/dataset_info/Retailrocket/README.md +++ b/dataset_info/Retailrocket/README.md @@ -1,6 +1,6 @@ ## Retailrocket -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|-------------------------------------------------------|-----------|---------|--------------|----------|------------------|-----------|--------------|--------------|---------------------| | 1 | Retailrocket\_View | 1,404,179 | 234,838 | 2,664,312 | 99\.99% | View | √ | | | | | 2 | Retailrocket\_View
\(duplicate removal\) | 1,404,179 | 234,838 | 2,132,127 | 99\.99% | View | √ | | | | diff --git a/dataset_info/Steam/README.md b/dataset_info/Steam/README.md index f02f563..7c56e04 100644 --- a/dataset_info/Steam/README.md +++ b/dataset_info/Steam/README.md @@ -1,6 +1,6 @@ ## Steam -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | --------------------------------- | --------- | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- | | 1 | Steam | 2,567,538 | 32,135 | 7,793,069 | 99\.99% | Buy | √ | | √ | √ | | 2 | Steam
\(duplicate removal\) | 2,567,538 | 32,135 | 3,043,146 | 99.99% | Buy | √ | | √ | √ | diff --git a/dataset_info/TaFeng/README.md b/dataset_info/TaFeng/README.md index 02c378e..c7bbe1c 100644 --- a/dataset_info/TaFeng/README.md +++ b/dataset_info/TaFeng/README.md @@ -1,6 +1,6 @@ ## TaFeng -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | ----------------------------------- | ------ | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- | | 1 | Ta Feng | 32,266 | 23,812 | 817,741 | 99\.89% | Click | √ | √ | √ | √ | | 2 | Ta Feng
\(duplicate removal\) | 32,266 | 23,812 | 743,228 | 99\.90% | Click | √ | √ | √ | √ | diff --git a/dataset_info/Tmall/README.md b/dataset_info/Tmall/README.md index a1fd1dd..209a6d7 100644 --- a/dataset_info/Tmall/README.md +++ b/dataset_info/Tmall/README.md @@ -1,6 +1,6 @@ ## Tmall -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|-----------------------------------------|---------|-----------|--------------|----------|------------------|-----------|--------------|--------------|---------------------| | 21 | Tmall\_Buy | 885,759 | 1,144,124 | 9,348,756 | 99\.99% | Buy | √ | | | | | 23 | Tmall\_Buy
\(duplicate removal\) | 885,759 | 1,144,124 | 7,592,214 | 99\.99% | Buy | √ | | | √ | diff --git a/dataset_info/YOOCHOOSE/README.md b/dataset_info/YOOCHOOSE/README.md index 5f78a3d..36eafd6 100644 --- a/dataset_info/YOOCHOOSE/README.md +++ b/dataset_info/YOOCHOOSE/README.md @@ -1,6 +1,6 @@ ## YOOCHOOSE -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | |----|----------------------------------------------|-----------|--------|--------------|----------|------------------|-----------|--------------|--------------|---------------------| | 1 | YOOCHOOSE\_Buy | 509,696 | 19,949 | 1,150,753 | 99\.99% | Buy | √ | | | √ | | 2 | YOOCHOOSE\_Buy
\(duplicate removal\) | 509,696 | 19,949 | 1,102,955 | 99\.99% | Buy | √ | | | √ | diff --git a/dataset_info/iPinYou/README.md b/dataset_info/iPinYou/README.md index 3bcf4e7..84e2e0a 100644 --- a/dataset_info/iPinYou/README.md +++ b/dataset_info/iPinYou/README.md @@ -1,6 +1,6 @@ ## iPinYou -| SN | Dataset | \#User | \#Item | \#Inteaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | +| SN | Dataset | \#User | \#Item | \#Interaction | Sparsity | Interaction Type | TimeStamp | User Context | Item Context | Interaction Context | | ---- | ------------------------------------------ | ---------- | ------ | ------------ | -------- | ---------------- | --------- | ------------ | ------------ | ------------------- | | 1 | iPinYou\-View | 19,730,198 | 163 | 24,617,492 | 99\.23% | View | | √ | √ | √ | | 2 | iPinYou\-View
\(duplicate removal\) | 19,730,198 | 163 | 23,579,242 | 99\.27% | View | | √ | √ | √ |