Title: Predicting Books’ Overall Rating Using Artificial Neural Network
Authors: Ibrahim M. Nasser, Samy S. Abu-Naser
Volume: 3
Issue: 8
Pages: 11-17
Publication Date: 2019/08/28//
Abstract:
We developed an Artificial Neural Network (ANN) model for predicting the overall rating of books. The prediction is based on some Factors (bookID, title, authors, isbn, language_code, isbn13, # num_pages, ratings_count, text_reviews_count), which used as input variables and (average_rating) as output for our ANN predictive model. Our model established, trained, and validated using data set, which its title is “Goodreads-books”. Model evaluation showed that the ANN model is able to predict correctly 99.90% of the validation instances