Book Datasets for PERSPECTIVES2023

Book Datasets for Experiments for the PERSPECTIVES-2023

Here we share the full experimental data including the train/validation/test/sampled-negatives-for-evaluation/user-and-item-profiles for three sampled slices of Amazon and Goodreads datasetsused in our paper:

Ghazaleh Haratinezhad Torbati, Anna Tigunova, Gerhard Weikum. Unveiling Challenging Cases in Text-based Recommender Systems. In Proceedings of the Perspectives on the Evaluation of the Recommender Systems 3rd Workshop at RecSys 2023.
 

AM-10K-SparseAM-10K-RandomAM-10K-DenseGR-10K-SparseGR-10K-RandomGR-10K-Dense
train
test
validation
train
test
validation
train
test
validation
train
test
validation
train
test
validation
train
test
validation
test standard negatives
test search-based negatives
test standard negatives
test search-based negatives
test standard negatives
test search-based negatives
test standard negatives
test search-based negatives
test standard negatives
test search-based negatives
test standard negatives
test search-based negatives
item profile: title, categories, description
user profile: categories
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews
item profile: title, categories, description
user profile: categories
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews
item profile: title, categories, description
user profile: categories
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews
item profile: title, genres, description
user profile: genres
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews
item profile: title, genres, description
user profile: genres
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews
item profile: title, genres, description
user profile: genres
user profile: random titles
user profile: random reviews
user profile: idf reviews
user profile: sbert reviews
user profile: 3gram reviews

* The source of the original datasets are: https://nijianmo.github.io/amazon/index.html