{"id":"https://openalex.org/W4413464872","doi":"https://doi.org/10.1109/tcss.2025.3593506","title":"Community Detection and Hyperlink Prediction in Multilayer Hypergraphs","display_name":"Community Detection and Hyperlink Prediction in Multilayer Hypergraphs","publication_year":2025,"publication_date":"2025-08-14","ids":{"openalex":"https://openalex.org/W4413464872","doi":"https://doi.org/10.1109/tcss.2025.3593506"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3593506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3593506","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036481500","display_name":"Huan Wang","orcid":"https://orcid.org/0000-0002-4100-5030"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Wang","raw_affiliation_strings":["School of Big Data and Statistics, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-4100-5030","affiliations":[{"raw_affiliation_string":"School of Big Data and Statistics, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jia-Le Zhao","orcid":"https://orcid.org/0009-0002-6908-4575"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia-Le Zhao","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0002-6908-4575","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101821304","display_name":"Xiao Ding","orcid":"https://orcid.org/0000-0002-0863-242X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Ding","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-0863-242X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100399673","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0002-7094-669X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Feng Zhang","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7094-669X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Mathematical Science, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15471207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"1","first_page":"310","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9955000281333923,"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":0.9955000281333923,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9351999759674072,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperlink","display_name":"Hyperlink","score":0.7838550209999084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.557403028011322},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3717055320739746},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2811289429664612},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.134782612323761}],"concepts":[{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.7838550209999084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.557403028011322},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3717055320739746},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2811289429664612},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.134782612323761}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3593506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3593506","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5316272854","display_name":null,"funder_award_id":"2408085QF210","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8617227035","display_name":null,"funder_award_id":"62473001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1556758605","https://openalex.org/W1979104937","https://openalex.org/W1985690171","https://openalex.org/W2026417691","https://openalex.org/W2098005762","https://openalex.org/W2119998616","https://openalex.org/W2144799688","https://openalex.org/W2148606196","https://openalex.org/W2150587298","https://openalex.org/W2166660524","https://openalex.org/W2567905529","https://openalex.org/W2583143836","https://openalex.org/W2802815569","https://openalex.org/W2951271819","https://openalex.org/W2991187137","https://openalex.org/W2996039144","https://openalex.org/W3037160975","https://openalex.org/W3093301018","https://openalex.org/W3098417430","https://openalex.org/W3145109129","https://openalex.org/W3164338400","https://openalex.org/W3165233449","https://openalex.org/W3175874043","https://openalex.org/W3194841521","https://openalex.org/W3202715456","https://openalex.org/W3202998373","https://openalex.org/W4210567369","https://openalex.org/W4282931606","https://openalex.org/W4292081303","https://openalex.org/W4310060722","https://openalex.org/W4312190571","https://openalex.org/W4313565716","https://openalex.org/W4360611407","https://openalex.org/W4376608128","https://openalex.org/W4384027549","https://openalex.org/W4385453095","https://openalex.org/W4387165792","https://openalex.org/W4388635364","https://openalex.org/W4389429928","https://openalex.org/W4392809367","https://openalex.org/W4392949549","https://openalex.org/W4394996076","https://openalex.org/W4400969990","https://openalex.org/W4402196788","https://openalex.org/W4402390852","https://openalex.org/W4402492641"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2384033143","https://openalex.org/W1525584714","https://openalex.org/W2086028161","https://openalex.org/W2366569016","https://openalex.org/W1999760390","https://openalex.org/W2169968158","https://openalex.org/W1989883077"],"abstract_inverted_index":{"Real-world":[0],"systems":[1],"often":[2,56],"involve":[3],"multiple":[4,139],"interaction":[5,123],"types":[6],"and":[7,64,72,92,121,159,170],"complex":[8],"higher":[9,182],"order":[10,183],"relationships":[11],"that":[12,79],"go":[13],"beyond":[14],"simple":[15],"pairwise":[16],"connections,":[17],"making":[18],"multilayer":[19,44,111,181],"hypergraphs":[20],"a":[21,31,84,102],"powerful":[22],"framework":[23,130],"for":[24,110,126],"modeling":[25],"such":[26,61],"intricate":[27],"structures.":[28],"Community":[29],"detection,":[30],"fundamental":[32],"problem":[33],"in":[34,40,49,167],"network":[35],"science,":[36],"is":[37],"particularly":[38],"significant":[39],"the":[41,114,163,178],"context":[42],"of":[43,180],"hypergraphs.":[45],"However,":[46],"existing":[47],"research":[48],"this":[50,98],"area":[51],"remains":[52],"limited.":[53],"Current":[54],"approaches":[55],"rely":[57],"on":[58,75,157],"heuristic":[59],"techniques,":[60],"as":[62],"clustering":[63],"random":[65],"walks,":[66],"which":[67],"lack":[68],"robust":[69],"theoretical":[70],"foundations":[71],"flexibility,":[73],"or":[74],"layer":[76],"fusion":[77],"methods":[78],"compress":[80],"all":[81],"layers":[82],"into":[83],"single-layer":[85],"network,":[86],"thereby":[87],"discarding":[88],"valuable":[89],"cross-layer":[90,147],"information":[91,148],"yielding":[93],"hard":[94],"partitioning":[95],"results.":[96],"In":[97],"article,":[99],"we":[100],"propose":[101],"statistically":[103],"grounded":[104],"generative":[105],"model\u2014the":[106],"stochastic":[107],"block":[108],"model":[109],"hypergraphs\u2014that":[112],"employs":[113],"expectation\u2013maximization":[115],"algorithm":[116],"to":[117,136,138,149,176],"infer":[118],"community":[119,122,168],"structures":[120],"strength":[124],"matrix":[125],"each":[127],"layer.":[128],"Our":[129],"enables":[131],"soft":[132],"partitioning,":[133],"allowing":[134],"nodes":[135],"belong":[137],"communities":[140],"with":[141],"probabilistic":[142],"assignments,":[143],"while":[144],"simultaneously":[145],"leveraging":[146],"enhance":[150],"hyperlink":[151,171],"prediction":[152],"within":[153],"specific":[154],"layers.":[155],"Experiments":[156],"synthetic":[158],"real-world":[160],"networks":[161],"demonstrate":[162],"model\u2019s":[164],"superior":[165],"performance":[166],"detection":[169],"prediction,":[172],"showcasing":[173],"its":[174],"ability":[175],"capture":[177],"complexity":[179],"interactions":[184],"effectively.":[185]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}