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Diffusion Recommender Model
Diffusion Recommender Model, which infers users’ interaction probabilities in a denoising manner. -
Movielens Tag Genome dataset
The Movielens Tag Genome dataset contains 3952 movies, 6040 users and 1 million ratings. -
MART dataset
The MART dataset contains 500 art pieces by professional artists and 10 thousand ratings by 100 people (74 females, ages 18–65). -
MovieLens100K and MovieLens1M datasets
The MovieLens100K and MovieLens1M datasets are used to evaluate the proposed method. -
MovieLens 1M
The associated task is to predict the movie rating on a 5-star scale. This dataset contains 6,040 users, 3,900 movies, and 1,000,209 ratings, i.e., rating matrix is 4.26% full. -
MovieLens 1 Million Dataset and LDOS-CoMoDa Dataset
The dataset used in the paper is MovieLens 1 Million Dataset and LDOS-CoMoDa Dataset -
Towards Question-based Recommender Systems
Conversational and question-based recommender systems have gained increasing attention in recent years, with users enabled to converse with the system and better control... -
BookCrossing
The dataset used in the paper is a collection of explicit interactions gathered from various sources, including music websites, movie ratings, book clubs, social networks, and... -
Movielens1M
The dataset used in the paper is a collection of implicit interactions gathered from various sources, including music websites, movie ratings, book clubs, social networks, and... -
Movielens-100k dataset
Movielens-100k dataset is a network of user-movie ratings -
Yelp Challenge Dataset and IMDB corpus of movie reviews
The dataset used in the paper is the Yelp Challenge Dataset and the IMDB corpus of movie reviews. -
Recommender Systems Dataset
The dataset consists of data from seven participants whose response times ranged from 4 to 429 seconds. The dataset includes information about the participant, the response... -
Book-Crossing
The Book-Crossing dataset is a book rating dataset that contains rating records of books by users from the Book-Crossing community. -
KuaiRec-big
The KuaiRec-big dataset is a recommender system dataset jointly released by the University of Science and Technology of China and the Kuaishou Community Science Research... -
MovieLens-100k
The dataset used in the paper is a user-item bipartite graph, where each user and item is represented as a node, and the edges between them represent the interactions between...