Marketing Bias data

Creators:

Wan, Mengting; Ni, Jianmo; Misra, Rishabh; McAuley, Julian

Publication Date:

2020

Data Category:

Dataset Description:

This dataset contains attributes of products sold on ModCloth and Amazon (in particular, attributes about how the products are marketed), which may introduce biases in recommendation systems. It is designed to facilitate research on marketing biases in product recommendations. Data also includes user/item interactions for recommendation.

The dataset amounts to 0,09 GB in size and is built upon two processed subsets:

ModCloth Dataset: Contains product attributes from the ModCloth platform.
Electronics Dataset: Comprises product attributes from Amazon's Electronics category.

In total, the dataset includes 99,893 reviews for ModCloth and 1,292,954 reviews for the Electronics category of Amazon.

Publications Citing This Dataset:

Amigó, Enrique & Deldjoo, Yashar & Mizzaro, Stefano & Bellogín, Alejandro. (2022). A Unifying and General Account of Fairness Measurement in Recommender Systems. Information Processing and Management.
https://doi.org/10.1016/j.ipm.2022.103115

Variables:

Name	Description
item_id	item_id
user_id	user_id
rating	rating
timestamp	timestamp
model_attr	model_attr
category	category
brand	brand
year	year
user_attr	user_attr
split	split
size	size
fit	fit

Details:

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