亚马逊评论数据集

提供者:卢梦依
下载地址:http://curtis.ml.cmu.edu/w/courses/index.php/ACE_2005_Dataset

简介

数据集概述

这些数据是通过抓取亚马逊网站收集的,其中包含有关548,552种不同产品(书籍,音乐CD,DVD和VHS录像带)的产品元数据和评论信息。对于每种产品,都提供以下信息:

  • 标题
  • Salesrank
  • 同类产品列表(与当前产品共同购买)
  • 详细的产品分类
  • 产品评论:时间,顾客,评级,投票数,发现评论有用的人数

文件

相关论文

1.Kim Y. Convolutional Neural Networks for Sentence Classification[J]. Eprint Arxiv, 2014.
2.Joulin A, Grave E, Bojanowski P, et al. Bag of Tricks for Efficient Text Classification[J]. 2016:427-431.
3.Zhang Y, Wallace B. A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification[J]. Computer Science, 2015.
4.Ji Y L, Dernoncourt F. Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks[J]. 2016:515-520.
5.Chen G, Ye D, Xing Z, et al. Ensemble application of convolutional and recurrent neural networks for multi-label text categorization[C]// International Joint Conference on Neural Networks. IEEE, 2017:2377-2383.