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vuptran / graph-representation-learning

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
MIT License
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Ask for Advice for link prediction #1

Closed WangXin93 closed 6 years ago

WangXin93 commented 6 years ago

Hi,

Thanks for your excellent work, I am trying to leverage your method to my research problem which is fashion garment compatibility.

I want to know is there any way to make the algorithm to predict adjacent matrix from scratch based on node features? Because for fashion compatibility problem, it is more often to predict compatibility of a set of clothes without any existing links between them.

Looking forward to your advice.

vuptran commented 6 years ago

Your question refers to the cold start problem that is common in network analysis when the links are unknown. You will need to predict links based on node features alone. Here is an article on the cold start problem: https://hal.inria.fr/inria-00485619/document

Abhinav43 commented 5 years ago

@WangXin93 did you find any method how to do link prediction using this method?

@vuptran If I want to use for link prediction how can I go for that with this network?

Thank you for this awesome work :)