Instagram

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.

本数据集包含一个社交媒体网络结构，其中用户账户作为节点，关注关系构成边。初始数据集来源于[1]，并通过Instagram的公共API添加了图结构信息。主要目标是区分商业账户与普通用户账户。[1]Seungbae Kim, Jyun-Yu Jiang, Masaki Nakada, Jinyoung Han, and Wei Wang. 2020. Multimodal post attentive proffiling 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.