Datasets
Standard Dataset
- Citation Author(s):
- Submitted by:
- Feihu Che
- Last updated:
- Wed, 11/13/2024 - 08:49
- DOI:
- 10.21227/ttpk-ra24
- License:
51 Views- Categories:
- Keywords:
Abstract
This dataset comprises a social media network structure where user accounts function as nodes and follower relationships constitute edges. The initial dataset is from [1], and the work adds the graph structure information through Instagram's public API. The main objective is distinguish between commercial and regular user accounts.
[1]Seungbae Kim, Jyun-Yu Jiang, Masaki Nakada, Jinyoung Han, and Wei Wang. 2020. Multimodal post attentive proffling for inffuencer marketing. In WWW’20. 2878–2884.
[2]X. Huang, K. Han, Y. Yang, D. Bao, Q. Tao, Z. Chai, and Q. Zhu,“Can gnn be good adapter for llms?” in Proceedings of the ACM on Web Conference 2024, 2024, pp. 893–904.
The dataset has 11339 nodes, 144010 edges, and the train, valid, test ratios are 0.1, 0.1, 0.8, respectively. There are two classes in the dataset.
