Datasets › Epinions
Epinions
The Epinions dataset is built form a who-trust-whom online social network of a general consumer review site Epinions.com. Members of the site can decide whether to ''trust'' each other. All the trust relationships interact and form the Web of Trust which is then combined with review ratings to determine which reviews are shown to the user. It contains 75,879 nodes and 50,8837 edges.
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Recommendation Systems | Epinions | DANSER MAE 0.7781 | Dual Graph Attention Networks for Deep Latent... | echo740/DANSER-WWW-19 | 4 | Compare |
| Link Sign Prediction | Epinions | SiGAT AUC 0.9333 | Signed Graph Attention Networks | huangjunjie95/SiGAT | 2 | Compare |
Papers archive 2025-07-28
6 shown of 6 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 54. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Heterophily-Aware Fair Recommendation using Graph Convolutional Networks | 1 | 1 | 31 Jan 2024 | not harvested |
| Signed Graph Attention Networks | 1 | 1 | 26 Jun 2019 | not harvested |
| Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems | 1 | 1 | 25 Mar 2019 | not harvested |
| Graph Neural Networks for Social Recommendation | 9 | 1 | 19 Feb 2019 | ran 3 of 4 samples (1 unverified; 3 pointer-only for licence) |
| Item Silk Road: Recommending Items from Information Domains to Social Users | 0 | 1 | 10 Jun 2017 | not harvested |
| Signed Graph Convolutional Network | 2 | 1 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Epinions
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections