|
--- |
|
dataset_info: |
|
features: |
|
- name: asin |
|
dtype: string |
|
- name: title |
|
dtype: string |
|
- name: image |
|
dtype: image |
|
- name: categories |
|
sequence: string |
|
- name: description |
|
dtype: string |
|
- name: features |
|
sequence: string |
|
- name: overviewFeatures |
|
struct: |
|
- name: Dimensions de l'article L x L x H |
|
dtype: string |
|
- name: Marque |
|
dtype: string |
|
- name: Poids de l'article |
|
dtype: string |
|
- name: averageRating |
|
dtype: string |
|
- name: ratingCount |
|
dtype: string |
|
- name: ratingDist |
|
struct: |
|
- name: '1' |
|
dtype: string |
|
- name: '2' |
|
dtype: string |
|
- name: '3' |
|
dtype: string |
|
- name: '4' |
|
dtype: string |
|
- name: '5' |
|
dtype: string |
|
- name: price |
|
dtype: string |
|
- name: related |
|
struct: |
|
- name: alsoBought |
|
sequence: string |
|
- name: alsoViewed |
|
sequence: string |
|
- name: boughtTogether |
|
sequence: string |
|
- name: compared |
|
sequence: 'null' |
|
- name: sponsored |
|
sequence: string |
|
- name: productDetails |
|
struct: |
|
- name: dummy |
|
dtype: 'null' |
|
- name: sellerPage |
|
dtype: string |
|
- name: amazon_badge |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 1722102154.0 |
|
num_examples: 3888 |
|
download_size: 1721187321 |
|
dataset_size: 1722102154.0 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: train |
|
path: data/train-* |
|
task_categories: |
|
- text-classification |
|
- text-retrieval |
|
language: |
|
- fra |
|
--- |
|
|
|
## Description |
|
Cleaned version of the `Movies and TV` subset (`metadata` folder) of [XMRec dataset](https://xmrec.github.io/data/fr/). |
|
In particular, we have made the images available as PILs. |
|
|
|
Possible use cases are : |
|
- text classification, using the `categories` column as a label |
|
- product recommendation using the `related` column |
|
- hybrid text/image search (cf. [this Jina.ai blog post](https://jina.ai/news/hype-and-hybrids-multimodal-search-means-more-than-keywords-and-vectors-2/)) |
|
|
|
|
|
## Original paper citation |
|
``` |
|
@inproceedings{bonab2021crossmarket, |
|
author = {Bonab, Hamed and Aliannejadi, Mohammad and Vardasbi, Ali and Kanoulas, Evangelos and Allan, James}, |
|
booktitle = {Proceedings of the 30th ACM International Conference on Information \& Knowledge Management}, |
|
publisher = {ACM}, |
|
title = {Cross-Market Product Recommendation}, |
|
year = {2021}} |
|
``` |
|
|