--- 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: Afficher dtype: string - name: Angle of view dtype: string - name: Appareils compatibles dtype: string - name: Are Batteries Included dtype: string - name: Assemblage requis dtype: string - name: Audio Sensitivity dtype: string - name: Band Color dtype: string - name: Band Material Type dtype: string - name: Batterie(s) / Pile(s) requise(s) dtype: string - name: Battery Cell Type dtype: string - name: Battery Description dtype: string - name: Battery Weight dtype: string - name: Blade Movement dtype: string - name: CPU Model Number dtype: string - name: Canal dtype: string - name: Capacity dtype: string - name: Capacité dtype: string - name: Capacité de stockage dtype: string - name: Carte graphique RAM dtype: string - name: Cartographie dtype: string - name: Case Diameter dtype: string - name: Certifications dtype: string - name: Champ de vision dtype: string - name: Chemises dtype: string - name: Clarté dtype: string - name: Classe de bande de fréquence dtype: string - name: Closure Type dtype: string - name: Commande vocale dtype: string - name: Compatibilité du périphérique dtype: string - name: Compatible Mountings dtype: string - name: Composition dtype: string - name: Composition du matériau dtype: string - name: Connectivity Technology dtype: string - name: Connector Gender dtype: string - name: Connexions dtype: string - name: Continuous Shooting Speed dtype: string - name: Contraste dtype: string - name: Control Method dtype: string - name: Control Type dtype: string - name: Controller Type dtype: string - name: Cooling Type dtype: string - name: Couleur dtype: string - name: Data Link Protocol dtype: string - name: Data Transfer Rate dtype: string - name: Description de la doublure dtype: string - name: Description du clavier dtype: string - name: Description du disque dur dtype: string - name: Description du revêtement dtype: string - name: Digital Zoom dtype: string - name: Dimensions de l'article L x L x H dtype: string - name: Dimensions d’affichage de l’article dtype: string - name: Display dtype: string - name: Display Resolution 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: Effective Still Resolution dtype: string - name: Exit Pupil dtype: string - name: Exposure Control dtype: string - name: Eye Relief dtype: string - name: Fabricant de CPU dtype: string - name: Fonction câble dtype: string - name: Form Factor dtype: string - name: Frequency dtype: string - name: Fréquence du GPU dtype: string - name: GPU dtype: string - name: Graphics Ram Type dtype: string - name: Hard Disk Size dtype: string - name: Headphones Jack dtype: string - name: Image Stabilization dtype: string - name: Imperméable dtype: string - name: Inclinaison incluse dtype: string - name: Instructions d'entretien dtype: string - name: Instrument de mesure dtype: string - name: Interface de la carte graphique 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: Lens Coating Description dtype: string - name: Lens Description dtype: string - name: Lens Design dtype: string - name: Lens Fixed Focal Length dtype: string - name: Light Source Wattage dtype: string - name: Logiciels inclus dtype: string - name: Magnification Maximum dtype: string - name: Marque dtype: string - name: Marque chipset graphique dtype: string - name: Matière dtype: string - name: Max Focal Length dtype: string - name: Max Shutter Speed dtype: string - name: Max. Résolution d’affichage dtype: string - name: Maximum Height dtype: string - name: Maximum Image Size dtype: string - name: Memory Card Slot dtype: string - name: Memory Clock Speed dtype: string - name: Memory Size dtype: string - name: Memory Type dtype: string - name: Microphone Form Factor dtype: string - name: Min Aperture dtype: string - name: Min Focal Length dtype: string - name: Min Shutter Speed dtype: string - name: Minimum Height dtype: string - name: Minimum Image Size dtype: string - name: Minimum Throw Distance dtype: string - name: Model Name dtype: string - name: Modèles de téléphone compatibles dtype: string - name: Mémoire dtype: string - name: Mémoire tampon (taille) dtype: string - name: Niveau sonore dtype: string - name: Noise Control dtype: string - name: Nombre de bandes dtype: string - name: Nombre de coeurs dtype: string - name: Nombre de ports dtype: string - name: Nombre de ports Ethernet dtype: string - name: Nombre de ports USB dtype: string - name: Nombre de ports USB 2.0 dtype: string - name: Nombre de touches sur le clavier dtype: string - name: Note actuelle dtype: string - name: Number of Buttons dtype: string - name: Number of USB 2.0 Ports dtype: string - name: Objective Lens Diameter dtype: string - name: Optical Sensor Resolution dtype: string - name: Optical Sensor Size dtype: string - name: Optical Sensor Technology dtype: string - name: Optical Zoom dtype: string - name: Orientation de la main dtype: string - name: Outer Material dtype: string - name: Ouverture du diaphragme dtype: string - name: Photo Filter Effect Type dtype: string - name: Photo Filter Thread Size dtype: string - name: Photo Sensor Resolution dtype: string - name: 'Pile(s) / Batterie(s) :' dtype: string - name: Plate-forme du matériel informatique dtype: string - name: Platform dtype: string - name: Poids dtype: string - name: Poids de l'article dtype: string - name: Poids du produit dtype: string - name: Polar Pattern dtype: string - name: Prism Description dtype: string - name: Processor Description dtype: string - name: Processor Socket dtype: string - name: Puissance dtype: string - name: Puissance de la batterie dtype: string - name: Puissance de sortie maximale des haut-parleurs dtype: string - name: Rapport de forme dtype: string - name: Read Speed dtype: string - name: Real Angle Of View dtype: string - name: Refresh Rate dtype: string - name: Resolution dtype: string - name: Résistance dtype: string - name: Résolution d'enregistrement vidéo dtype: string - name: Résolution de l'appareil photo dtype: string - name: Résolution de l'écran dtype: string - name: Résolution vidéo dtype: string - name: Réutilisation dtype: string - name: Sample Rate dtype: string - name: Scanner Type dtype: string - name: Screen Surface Description dtype: string - name: Secondary Cache dtype: string - name: Shooting Modes dtype: string - name: Signal To Noise Ratio dtype: string - name: Speaker Type dtype: string - name: Speaker type dtype: string - name: Speed Class dtype: string - name: Stabilisation d'image dtype: string - name: Strap Type dtype: string - name: Style dtype: string - name: Style de tête dtype: string - name: Subwoofer Diameter dtype: string - name: Supported File Format dtype: string - name: Supported Standards dtype: string - name: Supports Bluetooth dtype: string - name: Surface Recommendation dtype: string - name: Système d'exploitation dtype: string - name: Taille dtype: string - name: Taille de la RAM installée dtype: string - name: Taille de la mémoire RAM dtype: string - name: Taille de télévision dtype: string - name: Taille du haut-parleur dtype: string - name: Taille maximale de la RAM dtype: string - name: Technologie de capteur photo dtype: string - name: Technologie de détection de mouvement dtype: string - name: Technologie d’affichage dtype: string - name: Telescope Mount Description dtype: string - name: Temps de réponse dtype: string - name: Tension dtype: string - name: Transfert de données dtype: string - name: Tripod Head Type dtype: string - name: Type d'alerte dtype: string - name: Type d'alimentation dtype: string - name: Type d'installation dtype: string - name: Type de casque dtype: string - name: Type de chipset dtype: string - name: Type de composant dtype: string - name: Type de connecteur dtype: string - name: Type de connectique dtype: string - name: Type de connectivité dtype: string - name: Type de câble dtype: string - name: Type de fermoir dtype: string - name: Type de focus dtype: string - name: Type de format de film dtype: string - name: Type de montage dtype: string - name: Type de mémoire de l'ordinateur dtype: string - name: Type de prise dtype: string - name: Type de prise d’alimentation dtype: string - name: Type de produit dtype: string - name: Type de source lumineuse dtype: string - name: Type de technologie sans fil dtype: string - name: Type de viseur dtype: string - name: Types de processeurs compatibles dtype: string - name: Video Output Interface dtype: string - name: Vitesse de rotation maximale dtype: string - name: Vitesse du processeur dtype: string - name: Voice Command dtype: string - name: Volts dtype: string - name: Warranty Type dtype: string - name: Water Resistance Depth dtype: string - name: Water Resistance Level dtype: string - name: Weight Limit dtype: string - name: Write Speed dtype: string - name: Zoom dtype: string - name: Zoom numérique dtype: string - name: Zoom optique dtype: string - name: du modèle de l'UC dtype: string - name: maximum Throw Distance dtype: string - name: maximum range dtype: string - name: séries dtype: string - name: Épaisseur du boîtier dtype: string - name: Équivalent ISO dtype: string - name: Étirement 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 dtype: string - name: sellerPage dtype: string - name: amazon_badge dtype: string splits: - name: train num_bytes: 1509305235.25 num_examples: 6078 download_size: 1485160200 dataset_size: 1509305235.25 configs: - config_name: default data_files: - split: train path: data/train-* task_categories: - text-classification - text-retrieval language: - fra --- ## Description Cleaned version of the `Digital Music` 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}} ```