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melfm avatar melfm commented on August 16, 2024

Furthermore, I'm not able to train the sequential models such as SASRec and CL4SRec with other datasets such as amazon-beauty. I see this one has a different format compared to amazon-kindle and yelp2018. Could you advice on the difference between these data processing? And how you ran all the models on yelp2018 to reproduce the SOTs?

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

link of amazon-book: https://www.dropbox.com/sh/20l0xdjuw0b3lo8/AABBZbRg9hHiN42EHqBSvLpta?dl=0

I got this dataset from https://github.com/huangtinglin/NGCF-PyTorch/tree/master/Data

format of datasets for sequential models:
user: interacted items

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melfm avatar melfm commented on August 16, 2024

Hello - Thank you for your response.
But the dataset don't seem to be the same format for amazon-book dataset. For instance for test.txt what are these columns?

4 0 1
7 0 1
9 0 1
17 2 1
19 2 1
21 3 1
29 4 1
31 4 1

And for the Yelp2018, how do you process the data into the user: interacted items format? Because only amazon-beauty has the correct form to be trained with a sequential model.

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

1 means interacted. You can regard it as a placeholder.

Yelp2018 is processed for graph recommenders, not for sequential models.

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