palash1992/DynamicGEM

If lookback is set to 1, what does it mean?

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Hi,I have some questions. What does it mean if I set 'lookback' to 1? In your paper ,you says lookback can be set to 1 ,but it seems not to make sense. How could we get dynamic information just through one graph?

You are right. Lookback of 1 cannot capture dynamic patterns in the graphs. It only uses the previous graph to predict the next one. It boils down to the usual dynamic embedding approaches.