3 ms·
My model is based on these papers [1,2,3]. I found that adding the paper meta info such as table count, page count improves my model performance ( R^2 score of
by theblackcat1002 8y ago
My model is based on these papers [1,2,3]. I found that adding the paper meta info such as table count, page count improves my model performance ( R^2 score of future citation of 2 years later ). For now, I am working on better filtering method using word embedding, such that a keyword "CNN" would also include papers about convolutional neural network.
1. Xiao, Shuai et al. “On Modeling and Predicting Individual Paper Citation Count over Time.” IJCAI (2016).
2. Dong, Yuxiao et al. “Can Scientific Impact Be Predicted?” IEEE Transactions on Big Data 2 (2016): 18-30.
3. Yan, Rui et al. “Citation count prediction: learning to estimate future citations for literature.” CIKM (2011).