{"id":"https://openalex.org/W4383876521","doi":"https://doi.org/10.1007/s41109-023-00572-5","title":"Mapping change in higher-order networks with multilevel and overlapping communities","display_name":"Mapping change in higher-order networks with multilevel and overlapping communities","publication_year":2023,"publication_date":"2023-07-11","ids":{"openalex":"https://openalex.org/W4383876521","doi":"https://doi.org/10.1007/s41109-023-00572-5"},"language":"en","primary_location":{"id":"doi:10.1007/s41109-023-00572-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00572-5","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00572-5","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00572-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023838421","display_name":"Anton Holmgren","orcid":"https://orcid.org/0000-0001-5859-4073"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Anton Holmgren","raw_affiliation_strings":["Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006478741","display_name":"Daniel Edler","orcid":"https://orcid.org/0000-0001-5420-0591"},"institutions":[{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Daniel Edler","raw_affiliation_strings":["Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, 405 30, Gothenburg, Sweden","Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg, Sweden","Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, 405 30, Gothenburg, Sweden","institution_ids":["https://openalex.org/I881427289"]},{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"Department of Biological and Environmental Sciences, Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I881427289"]},{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038697749","display_name":"Martin Rosvall","orcid":"https://orcid.org/0000-0002-7181-9940"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Martin Rosvall","raw_affiliation_strings":["Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"Integrated Science Lab, Department of Physics, Ume\u00e5 University, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023838421"],"corresponding_institution_ids":["https://openalex.org/I90267481"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":1.1432,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76100015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061870455741882},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.554502010345459},{"id":"https://openalex.org/keywords/alluvium","display_name":"Alluvium","score":0.5245195627212524},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4905780851840973},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.47492867708206177},{"id":"https://openalex.org/keywords/diagram","display_name":"Diagram","score":0.47382983565330505},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4601827561855316},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.44649919867515564},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.44589826464653015},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.42523691058158875},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3684423267841339},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34778326749801636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2207111418247223},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1235802173614502},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07994577288627625},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0785791277885437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061870455741882},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.554502010345459},{"id":"https://openalex.org/C69823785","wikidata":"https://www.wikidata.org/wiki/Q6185405","display_name":"Alluvium","level":2,"score":0.5245195627212524},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4905780851840973},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47492867708206177},{"id":"https://openalex.org/C186399060","wikidata":"https://www.wikidata.org/wiki/Q959962","display_name":"Diagram","level":2,"score":0.47382983565330505},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4601827561855316},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.44649919867515564},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.44589826464653015},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.42523691058158875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3684423267841339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34778326749801636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2207111418247223},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1235802173614502},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07994577288627625},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0785791277885437},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s41109-023-00572-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00572-5","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00572-5","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:umu-212419","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-212419","pdf_url":"https://umu.diva-portal.org/smash/get/diva2:1784823/FULLTEXT01","source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},{"id":"pmh:oai:doaj.org/article:294981b41db7406ead0c12f5d099babe","is_oa":true,"landing_page_url":"https://doaj.org/article/294981b41db7406ead0c12f5d099babe","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Network Science, Vol 8, Iss 1, Pp 1-15 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s41109-023-00572-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-023-00572-5","pdf_url":"https://appliednetsci.springeropen.com/counter/pdf/10.1007/s41109-023-00572-5","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4029889210","display_name":null,"funder_award_id":"2016-00796","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"},{"id":"https://openalex.org/G520171775","display_name":null,"funder_award_id":"SB16-008","funder_id":"https://openalex.org/F4320320940","funder_display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning"},{"id":"https://openalex.org/G6637110322","display_name":null,"funder_award_id":"2016-0079","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"},{"id":"https://openalex.org/G685340936","display_name":null,"funder_award_id":"SB16-0089","funder_id":"https://openalex.org/F4320320940","funder_display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning"}],"funders":[{"id":"https://openalex.org/F4320320940","display_name":"Stiftelsen f\u00f6r\u00a0Strategisk Forskning","ror":"https://ror.org/044wr7g58"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4383876521.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1743429370","https://openalex.org/W1991709920","https://openalex.org/W2120043163","https://openalex.org/W2127048411","https://openalex.org/W2155369095","https://openalex.org/W2156487548","https://openalex.org/W2157547297","https://openalex.org/W2164998314","https://openalex.org/W2247894828","https://openalex.org/W2306366928","https://openalex.org/W2342114889","https://openalex.org/W2523948971","https://openalex.org/W2550720082","https://openalex.org/W2618648829","https://openalex.org/W2626759838","https://openalex.org/W2766309043","https://openalex.org/W2897249806","https://openalex.org/W2924173387","https://openalex.org/W2965757567","https://openalex.org/W2996001435","https://openalex.org/W3033513666","https://openalex.org/W3035258118","https://openalex.org/W3037826211","https://openalex.org/W3101998692","https://openalex.org/W3102641634","https://openalex.org/W3104490701","https://openalex.org/W3106188259","https://openalex.org/W3118276524","https://openalex.org/W3127556568","https://openalex.org/W3128343338","https://openalex.org/W3167086526","https://openalex.org/W4280576798"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W3138003926","https://openalex.org/W4300037846","https://openalex.org/W1630514295","https://openalex.org/W1537073411","https://openalex.org/W2963081352","https://openalex.org/W4376608938","https://openalex.org/W4288275998","https://openalex.org/W2472555608","https://openalex.org/W4214498971"],"abstract_inverted_index":{"Abstract":[0],"New":[1],"network":[2,31,127,134],"models":[3],"of":[4,121,125,144,147],"complex":[5],"systems":[6],"use":[7,105],"layers,":[8,70],"state":[9,71],"nodes,":[10,72],"or":[11,27,73],"hyperedges":[12],"to":[13,58,87,100,114],"capture":[14],"higher-order":[15,22,91],"interactions":[16],"and":[17,43,93,135,141],"dynamics.":[18],"Simplifying":[19],"how":[20],"the":[21,30,106,119,123,142],"networks":[23,53,92],"change":[24,89],"over":[25],"time":[26],"depending":[28],"on":[29],"model":[32],"would":[33],"be":[34,65],"easy":[35],"with":[36,54,129],"alluvial":[37,48,85,102,107],"diagrams,":[38],"which":[39],"visualize":[40],"community":[41],"splits":[42],"merges":[44],"between":[45],"networks.":[46],"However,":[47],"diagrams":[49,86],"were":[50],"developed":[51],"for":[52,67,98],"regular":[55],"nodes":[56,68],"assigned":[57],"non-overlapping":[59],"flat":[60],"communities.":[61],"How":[62,75],"should":[63],"they":[64,77],"defined":[66],"in":[69,90,110,118,131],"hyperedges?":[74],"can":[76],"depict":[78],"multilevel,":[79],"overlapping":[80],"communities?":[81],"Here":[82],"we":[83],"generalize":[84],"map":[88],"provide":[94],"an":[95],"interactive":[96],"tool":[97],"anyone":[99],"generate":[101],"diagrams.":[103],"We":[104],"diagram":[108],"generator":[109],"three":[111],"case":[112],"studies":[113],"illustrate":[115],"significant":[116],"changes":[117],"organization":[120],"science,":[122],"effect":[124],"modeling":[126],"flows":[128],"memory":[130],"a":[132,148],"citation":[133],"distinguishing":[136],"multidisciplinary":[137],"from":[138],"field-specific":[139],"journals,":[140],"effects":[143],"multilayer":[145],"representation":[146],"collaboration":[149],"hypergraph.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}