I am currently working on a graduate study at a top 30 university in the United States and have become very interested in deep learning neural networks. During our Artificial Intelligence (AI) course, we have learned a framework called Keras to build the Neural Network. The tutor of this course…

Today I will introduce a model that merges an Attention-based RNN and a fully-connected neural network to predict a customer’s conversion rate and assign credits to different digital channels. The complete code can be found here. My work is mostly inspired by a paper written by Ning Li, etc.

co-authors: Nanxi Wang, Shea Thomas; co-editors: Haolin Hong, Nancy Fei Find the code here; For beginners, a simple way is to initialize class ‘process’ and ‘model’, using the functions in the code to transform (model.dtm) and train your own text data (model.nb_logreg) for sentiment or other classification analysis. Natural Language…