https://github.com/rucaibox/social-datasets

A collection of social datasets for RecBole-GNN.
https://github.com/rucaibox/social-datasets

datasets gnn-model recbole recommender-system social-network

Last synced: 21 days ago
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A collection of social datasets for RecBole-GNN.

• Host: GitHub
• URL: https://github.com/rucaibox/social-datasets
• Owner: RUCAIBox
• License: mit
• Created: 2022-06-02T02:32:58.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-06-02T05:01:51.000Z (over 3 years ago)
• Last Synced: 2024-04-23T00:12:17.965Z (over 1 year ago)
• Topics: datasets, gnn-model, recbole, recommender-system, social-network
• Homepage:
• Size: 13.5 MB
• Stars: 5
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Social-Datasets

A series of social recommendation datasets are collected and processed into atomic files for [RecBole-GNN](https://github.com/RUCAIBox/RecBole-GNN).

Datasets information

| SN | Dataset            | \#Users    | \#Items         | \#Links   | \#Direction of links   | \#Interactions | Original Link                                    |

|----|--------------------|------------|-----------------|-----------|-----------|----------------|------------------------------------------------|

| 1  | Yelp1              | 17,237     | 38,342          | 143,765   | unidirectional   | 204,448        |[diffnet](https://github.com/PeiJieSun/diffnet) |

| 2  | Yelp2              | 16,239     | 14,284          | 158,590   | bidirectional   | 198,397        |[HIN-Datasets-for-Recommendation-and-Network-Embedding](https://github.com/librahu/HIN-Datasets-for-Recommendation-and-Network-Embedding) |

| 2  | Yelp3              | 19,539     | 21,266          | 864,157   | bidirectional   | 450,884        |[QRec](https://www.dropbox.com/sh/h97ymblxt80txq5/AABfSLXcTu0Beib4r8P5I5sNa?dl=0) |

| 3  | Flickr             | 8,358      | 82,120          | 187,273   | unidirectional   | 327,815        |[diffnet](https://github.com/PeiJieSun/diffnet) |

| 4  | LastFM             | 1,892      | 17,632          | 25,434    | bidirectional   | 92,834         |[hetrec2011](http://files.grouplens.org/datasets/hetrec2011/) |

| 5  | Douban-Book        | 13,024     | 22,347          | 169,150   | bidirectional   | 792,062        |[HIN-Datasets-for-Recommendation-and-Network-Embedding](https://github.com/librahu/HIN-Datasets-for-Recommendation-and-Network-Embedding) |

| 6  | FilmTrust          | 1,508      | 2,071           | 1,853     | unidirectional   | 35,497         |[QRec](https://github.com/Coder-Yu/QRec) |