{"url":"/dataset/herigraph","name":"HeriGraph","full_name":"Multimodal Machine Learning Datasets on Graphs of Heritage Values and Attributes","description_markdown":"The dataset contains constructed multi-modal features (visual and textual), pseudo-labels (on heritage values and attributes), and graph structures (with temporal, social, and spatial links) constructed using User-Generated Content data collected from Flickr social media platform in three global cities containing UNESCO World Heritage property (Amsterdam, Suzhou, Venice).\r\nThe motivation of data collection in this project is to provide datasets that could be both directly applicable for ML communities as test-bed, and\r\ntheoretically informative for heritage and urban scholars to draw conclusions on for planning decision-making.","description_withheld":null,"homepage":"https://github.com/zzbn12345/Heri_Graphs","introduced_date":"2022-05-17","introduced_date_note":null,"introduced_by":{"paper":"/paper/heri-graphs-a-workflow-of-creating-datasets","title":"Heri-Graphs: A Workflow of Creating Datasets for Multi-modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media","first_author":null,"url":null},"license":{"name":"MIT license","url":"https://github.com/zzbn12345/Heri_Graphs/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Graphs","url":"/datasets/modality/graphs"},{"name":"Environment","url":"/datasets/modality/environment"}],"tasks":[{"name":"Node Classification","url":"/task/node-classification","datasets_with_task":"/datasets/task/node-classification"},{"name":"Link Prediction","url":"/task/link-prediction","datasets_with_task":"/datasets/task/link-prediction"},{"name":"Semi-Supervised Image Classification","url":"/task/semi-supervised-image-classification","datasets_with_task":"/datasets/task/semi-supervised-image-classification"},{"name":"Node Clustering","url":"/task/node-clustering","datasets_with_task":"/datasets/task/node-clustering"},{"name":"Dynamic Link Prediction","url":"/task/dynamic-link-prediction","datasets_with_task":"/datasets/task/dynamic-link-prediction"},{"name":"Multi-Modal Document Classification","url":"/task/multi-modal-document-classification","datasets_with_task":"/datasets/task/multi-modal-document-classification"},{"name":"Graph Embedding","url":"/task/graph-embedding","datasets_with_task":"/datasets/task/graph-embedding"},{"name":"Semi-Supervised Text Classification","url":"/task/semi-supervised-text-classification-1","datasets_with_task":"/datasets/task/semi-supervised-text-classification-1"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["HeriGraph"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}