{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/comparing-graph-clusterings-set-partition","title":"Comparing Graph Clusterings: Set partition measures vs. Graph-aware measures","arxiv_id":"1806.11494","date":"2018-06-29","proceeding":null,"authors":["Valérie Poulin","François Théberge"],"abstract":"In this paper, we propose a family of graph partition similarity measures\nthat take the topology of the graph into account. These graph-aware measures\nare alternatives to using set partition similarity measures that are not\nspecifically designed for graph partitions. The two types of measures,\ngraph-aware and set partition measures, are shown to have opposite behaviors\nwith respect to resolution issues and provide complementary information\nnecessary to assess that two graph partitions are similar.","url_abs":"http://arxiv.org/abs/1806.11494v2","url_pdf":"http://arxiv.org/pdf/1806.11494v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"comparing-graph-clusterings-set-partition","repo_url":"https://github.com/ftheberge/graph-partition-and-measures","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"comparing-graph-clusterings-set-partition","repo_url":"https://github.com/ftheberge/Graph_Aware_Measures","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}