Data · dataset · 2022
Google Restaurants
Listed in BERD@NFDI Data Portal
The Google Restaurants dataset is a multi-modal dataset collected by Julian McAuley's lab (University of California San Diego): restaurants from Google Local (Google Maps), including images and reviews posted by users, as well as other metadata for each restaurant.
Description
It includes anonymized user IDs, business IDs, ratings, review text, images, geographical location, and business category metadata, available as a subset (30K restaurants, 37K users, 108K reviews, 203K images) or the full dataset (65K restaurants, 1.01M users, 1.77M reviews, 4.43M images).
Please cite the following if you use the data: Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian Mcauley arXiv:2207.00422, 2022 DOI: doi.org/10.1145/3539618.3592036 Additional information can be found on GitHub: github.com/zzxslp/Gest
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/c9fp7-hbc97 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/c9fp7-hbc97 ↗
metadata API · from berd platform de
Topics
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | c9fp7-hbc97 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:field:350601 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Consumer behaviour'] |
| concepts[field].anzsrc:field:460308 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Pattern recognition'] |
| concepts[field].local:field:earth-environmental | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:engineering | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:text | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[topic].invenio_subject:berd_platform_de:consumer-behaviour | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:geographic-information-system | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:pattern-recognition | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:personalization | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:restaurant-industry | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:user-generated-content | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:web-2-0-technologies | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |