A Synthetic Review Dataset¶
This package provides a method to load a synthetic review dataset, and a script to evaluate mining algorithms with the dataset.
The synthetic review dataset has been introduced in the paper  published in the 22nd International Conference on Database and Expert Systems Applications.
Use pip to install this package.
pip install --upgrade rgmining-synthetic-dataset
This package provides load method which takes a graph object and adds reviewers, products and reviews to the graph. To use this dataset, the graph must implement the graph interface.
# `graph` is an instance of a graph class. import synthetic synthetic.load(graph)
This software is released under The GNU General Public License Version 3, see COPYING for more detail.
|||Kazuki Tawaramoto, Junpei Kawamoto, Yasuhito Asano, and Masatoshi Yoshikawa, “ A Bipartite Graph Model and Mutually Reinforcing Analysis for Review Sites,” Proc. of the 22nd International Conference on Database and Expert Systems Applications (DEXA 2011), pp.341-348, Toulouse, France, August 31, 2011.|