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Coder-Yu avatar Coder-Yu commented on June 16, 2024

你好,参见 https://github.com/Coder-Yu/SELFRec/tree/main/dataset/douban-book

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malajikuai avatar malajikuai commented on June 16, 2024

好的,谢谢老师。请问老师能否帮忙提供下对照实验中SGL模型在该数据集上的参数?

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Coder-Yu avatar Coder-Yu commented on June 16, 2024

ssl_reg 0.1 droprate 0.1 tau 0.2

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malajikuai avatar malajikuai commented on June 16, 2024

老师,这个数据集被拆分成train,test和trust,最后进行实验的时候训练集上用的train数据集,test的时候用的test数据集,trust数据集不使用对吧?

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Coder-Yu avatar Coder-Yu commented on June 16, 2024

嗯, trust是给social recommendation的模型用的

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malajikuai avatar malajikuai commented on June 16, 2024

谢谢老师。我的参数设置如下:SGL=-n_layer 3 -lambda 0.1 -droprate 0.1 -augtype 1 -temp 0.2,然后结果的话:'Recall:0.1696415082289009\n','NDCG:0.15280217620274245\n'和论文中的实验结果:0.1732 0.1551 还是有一点差异的。

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Coder-Yu avatar Coder-Yu commented on June 16, 2024

你试试合并train和test 然后用QRec自带的5折交叉验证应该能复现SGL的结果。目前这个划分是我后来随机划分的,可能会跟表上的结果稍有一点出入。我尝试了一下SGL跟你的结果一样,SimGCL是Recall:0.1741688500232818 NDCG:0.1543619201814785。

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malajikuai avatar malajikuai commented on June 16, 2024

谢谢老师,按照老师说的方法复现出来了。

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Coder-Yu avatar Coder-Yu commented on June 16, 2024

^_^ 不用谢

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