Amazon-Apps Datasets
Dataset Description
The Amazon-Apps dataset is a shopping network. It includes information about items, users and reviews. Nodes represent items and users. Text on a user node is the reviwer and on a item node is item. Edges represent relationships between items and users. Text on an edge is a user's review of a item including following information: Reviewer [reviewerName] left a review on [reviewTime], giving the product [rating] stars. In his/her review, he/she wrote: [reviewText]. His/Her summary was [summary]..
Graph Machine Learning Tasks
Link Prediction
Link prediction in the Amazon-Apps dataset involves predicting potential connections between users and items. The goal is to predict whether a user will purchase a item.
Node Classification
Node classification tasks in the Amazon-Apps dataset include predicting the items' category.