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Re-bin avatar Re-bin commented on July 20, 2024

嗨 👋!

感谢您对SSLRec的认可和关注!以下是关于social recommendation中的数据format的介绍:

  • trn/tst_mat.pkl: 训练集和测试集,是维度为[num_user, num_item]的scipy稀疏矩阵(coo_matrix)。矩阵为01矩阵,entry为1的entry标注一次交互。
  • trust_mat.pkl: 社交关系,维度为[num_user, num_user]的稀疏矩阵,非零的entry标注了两个用户存在社交关系。
  • category.pkl:商品类别,维度为[num_item, num_category]的稀疏矩阵,标记了商品所属的类别(可能多个)。
  • trn_time.pkl:维度为[num_user, num_item]的稀疏矩阵,标注了训练集中交互的时间戳(矩阵entry的value)。

希望上述回答可帮到您 :)

Best regards,
Xubin

from sslrec.

usernameAI avatar usernameAI commented on July 20, 2024

非常感谢贵团队的回复~

from sslrec.

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