{"url":"/dataset/acm","name":"ACM","full_name":"Association for Computing Machinery\nActive Contour Model\nalgebraic collective model\nand-Compare Module\nActive Contour Models","description_markdown":"The **ACM** dataset contains papers published in KDD, SIGMOD, SIGCOMM, MobiCOMM, and VLDB and are divided into three classes (Database, Wireless Communication, Data Mining). An heterogeneous graph is constructed, which comprises 3025 papers, 5835 authors, and 56 subjects. Paper features correspond to elements of a bag-of-words represented of keywords.\n\nSource: [https://arxiv.org/pdf/1903.07293.pdf](https://arxiv.org/pdf/1903.07293.pdf)","description_withheld":null,"homepage":"https://github.com/Jhy1993/HAN","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Graphs","url":"/datasets/modality/graphs"}],"tasks":[{"name":"Link Prediction","url":"/task/link-prediction","datasets_with_task":"/datasets/task/link-prediction"}],"languages":[],"variants":["ACM"],"data_loaders":[{"repo":"https://github.com/Jhy1993/HAN","url":"https://github.com/Jhy1993/HAN","frameworks":["tf"]}],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/link-prediction-on-acm","task":"Link Prediction","dataset_variant":"ACM","rows":1,"metrics":["AP","AUC"],"first_row_in_archive_order":{"model":"GLACE","paper":"/paper/gaussian-embedding-of-large-scale-attributed","metrics":{"AP":"98.24","AUC":"98.34"},"code_links":[{"title":"bhagya-hettige/GLACE","url":"https://github.com/bhagya-hettige/GLACE"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/gaussian-embedding-of-large-scale-attributed","title":"Gaussian Embedding of Large-scale Attributed Graphs","date":"2019-12-02","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"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."}