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Top-K und Sitzungs-Empfehlung
Empfehlen der Top-K relevantesten Elemente für Benutzer, wobei häufig sequenzielle Sitzungsdaten genutzt werden, um kurzfristige Interessen zu erfassen.
Leaderboard
Insgesamt 94 Modelle
Benchmarks
Yelp
ML-1M
Sports
Beauty
Amazon-Beauty
Clothing
Movielens-1M
Baby
Amazon
Amazon-Baby
Amazon Digital Music
Amazon Office Products
LATTICE (ResNet50+ Sentence Bert)
Amazon Toys & Games
Yelp2018
Gowalla
LastFM
MovieLens 10M
Bayesian timeSVD++ flipped
ML-100K
Steam
Douban
Movie
CD
Movielens
MovieLens 1M
Ciao
Filmtrust
Game
TMALL
Toys
Douban Monti
GLocal-K
Games
Kindle
Amazon-Sport
Amazon-Toys
Flixster Monti
IGMC
LastFM-2K
MovieLens 20M
MSD
Netflix
AmazonBook
CMV
Electronics
Epinions
GoodRBook
Home
iFashion
Instruments
JDSearch
KuaiSAR
MealRec_H^+
NetEase
Office
Private
RetailRocket
Video Games
YahooMusic Monti
MG-GAT
Youshu
Amazon Grocery
Amazon-Book
AmazonOffice
Book
Cards
Dance
Diginetica
Food
KU
KuaiRand
KuaiRec
MIND
ML
Scientific
Adressa
AmazonElectronics
AmazonKitchen
BeerAdvocate
Books
Douban-Movie
Fashion
ML-10M
ML-20M
MovieLens-100K
Pet Supplies
Amazon Beauty
Amazon-Kindle
AmazonBeauty
Arts
Arts, Crafts and Sewing
Flixster
GRALS
Foursquare
FreshFood
Globo
Goodbooks
Industrial and Scientific
MIND-Small
ML10M
MovieLens-20M
NAID
NYC
Pet
Phones
Taobao
YahooMusic
GRALS
Ali-Display
Amazon Review (Movies and TV)
Amazon-Books
Amazon-CDs
AUSEDU-NARRATIVES
CDs
Cloth
Coat
Google Review-V
Grocery
Health
HM
Koubei
LiveJournal
MIND-Large
ML1M
MovieLens1M
Movies
MoviesLens
Music
Pantry
Pokec
REDDIT MOVIESUGGESTIONS
Sport
TikTok
TKY
Tools
Video
WiD All
Yahoo! R3
Yelp-V
Yoochoose
Adressa-1week
Alibaba-iFashion
Allrecipes
Amazon (Scientific)
Amazon Arts → Fashion
Amazon Baby Products
Amazon CDs
Amazon Cellphones
Amazon Clothing
Amazon Electronic
Amazon Fashion
Amazon Health
Amazon Music
Amazon Musical Instruments
Amazon Office Products
Amazon Scientific
Amazon Software → Game
Amazon Sports
Amazon Toys
Amazon Product Data
Amazon-Video
Auto
Automotive
AviviD DatasetA
ca
Cellphones
ChatRec
Chengdu
Ciao 4-core
City A
City B
Computer
Coveo Data Challenge Dataset
de
DeepAPI
Delicious
DHRD
Douban-Book
Ednet
Education
Elec
Elec Cloth
Elec Phone
Finance
Flickr
Food-Kitchen
Foursquare-NYC
Foursquare-TKY
fr
Frappe
INN
Geolife
Gowalla-CA
Healthcare Doctor → Video
Healthcare Video → Doctor
Hetrec2011
Hiring
Home A
Home B
Huawei recommendation system
IE
in
industrial scenario
INSPIRED
jp
Junyi
KuaiRec_Dense
KuaiRec_Sparse
Kuaishou
Last-FM
LFM-2B
Magazine
Microlens
MIMIC-III
MIMIC-IV
ML100K
MOOC3
Movie-Book
MovieLens 100k
MovieLens-1M-C
MUSE
Musical Instruments
mx
NowPlaying
NQ320K
NYCRestaurant
OoD Global
OoD Novel
PHO
Phone
polyvore
NGNN
Porto
QB-Article
RecFlow
ReDial
Sanya
Short Video
SIN
SMM
Sport Cloth
Sport Phone
Sports & Outdoors
Sports and Outdoors
Ta-Feng
Tabidachi Corpus
TaFeng
Taiyuan
Tenrec
ToysG
TripAdvisor
uk
User-5050
Video-Games
VideoG
WiD Novel
Wuhan
xMIND
Yahoo!Movie
Yelp Tips
Yelp2018-C
Zhihu