metadata
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: Appareils compatibles
dtype: string
- name: Are Batteries Included
dtype: string
- name: Battery Cell Type
dtype: string
- name: Battery Weight
dtype: string
- name: Capacity
dtype: string
- name: Capacité
dtype: string
- name: Capacité de stockage
dtype: string
- name: Caractéristique spéciale
dtype: string
- name: Cartographie
dtype: string
- name: Clarté
dtype: string
- name: Commande vocale
dtype: string
- name: Compatibilité du périphérique
dtype: string
- name: Composition du matériau
dtype: string
- name: Connectivity Technology
dtype: string
- name: Connexions
dtype: string
- name: Control Type
dtype: string
- name: Couleur
dtype: string
- name: Data Transfer Rate
dtype: string
- name: Dimensions de l'article L x L x H
dtype: string
- name: Display Size
dtype: string
- name: Distance focale
dtype: string
- name: Dureté de mine
dtype: string
- name: Durée de vie moyenne des piles
dtype: string
- name: Entrejambe
dtype: string
- name: Fabricant de CPU
dtype: string
- name: Form Factor
dtype: string
- name: Hard Disk Size
dtype: string
- name: Headphones Jack
dtype: string
- name: Inseam Length
dtype: string
- name: Interface du disque dur
dtype: string
- name: Interface du matériel informatique
dtype: string
- name: Item Weight
dtype: string
- name: Lens
dtype: string
- name: Marque
dtype: string
- name: Matière
dtype: string
- name: Max Focal Length
dtype: string
- name: Maximum Height
dtype: string
- name: Memory Size
dtype: string
- name: Memory Type
dtype: string
- name: Min Aperture
dtype: string
- name: Min Focal Length
dtype: string
- name: Minimum Height
dtype: string
- name: Model Name
dtype: string
- name: Modèles de téléphone compatibles
dtype: string
- name: Motif
dtype: string
- name: Nombre de coeurs
dtype: string
- name: Nombre de ports
dtype: string
- name: Nombre de ports USB
dtype: string
- name: Ouverture du diaphragme
dtype: string
- name: 'Pile(s) / Batterie(s) :'
dtype: string
- name: Poids
dtype: string
- name: Poids de l'article
dtype: string
- name: Poids du produit
dtype: string
- name: Puissance
dtype: string
- name: Puissance de sortie maximale des haut-parleurs
dtype: string
- name: Real Angle Of View
dtype: string
- name: Screen Surface Description
dtype: string
- name: Speaker Type
dtype: string
- name: Stabilisation d'image
dtype: string
- name: Système d'exploitation
dtype: string
- name: Taille
dtype: string
- name: Taille de la taille
dtype: string
- name: Tension
dtype: string
- name: Type d'alimentation
dtype: string
- name: Type de casque
dtype: string
- name: Type de connecteur
dtype: string
- name: Type de connectivité
dtype: string
- name: Type de mémoire de l'ordinateur
dtype: string
- name: Type de produit
dtype: string
- name: Vitesse du processeur
dtype: string
- name: du modèle de l'UC
dtype: string
- name: maximum range
dtype: string
- name: séries
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: string
- name: sponsored
sequence: string
- name: productDetails
sequence: 'null'
- name: sellerPage
dtype: string
- name: amazon_badge
dtype: string
splits:
- name: train
num_bytes: 737437625.75
num_examples: 2346
download_size: 726396761
dataset_size: 737437625.75
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
Description
Cleaned version of the Cell Phones and Accessories subset (metadata folder) of XMRec dataset.
In particular, we have made the images available as PILs.
Possible use cases are :
- text classification, using the
categoriescolumn as a label - product recommendation using the
relatedcolumn - hybrid text/image search (cf. this Jina.ai blog post)
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}}