{"id":"https://openalex.org/W4401487904","doi":"https://doi.org/10.1093/comnet/cnae031","title":"Identification of missing higher-order interactions in complex networks","display_name":"Identification of missing higher-order interactions in complex networks","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4401487904","doi":"https://doi.org/10.1093/comnet/cnae031"},"language":"en","primary_location":{"id":"doi:10.1093/comnet/cnae031","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comnet/cnae031","pdf_url":null,"source":{"id":"https://openalex.org/S2531583244","display_name":"Journal of Complex Networks","issn_l":"2051-1310","issn":["2051-1310","2051-1329"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Complex Networks","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/A5013310913","display_name":"Chengjun Zhang","orcid":"https://orcid.org/0000-0002-4458-5843"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I77631543","display_name":"Wuxi Institute of Technology","ror":"https://ror.org/00ab95029","country_code":"CN","type":"education","lineage":["https://openalex.org/I77631543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjun Zhang","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","Nanjing University of Information Science and Technology, Wuxi Institute of Technology , 333 Xishan Avenue , Wuxi, Jiangsu 214000, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China"],"raw_orcid":"https://orcid.org/0000-0002-4458-5843","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Wuxi Institute of Technology , 333 Xishan Avenue , Wuxi, Jiangsu 214000, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I77631543"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106387191","display_name":"Wang Suxun","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Suxun","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101934162","display_name":"Wenbin Yu","orcid":"https://orcid.org/0000-0003-4786-4036"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I77631543","display_name":"Wuxi Institute of Technology","ror":"https://ror.org/00ab95029","country_code":"CN","type":"education","lineage":["https://openalex.org/I77631543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Yu","raw_affiliation_strings":["Engineering Research Center of Digital Forensics, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","Nanjing University of Information Science and Technology, Wuxi Institute of Technology , 333 Xishan Avenue , Wuxi, Jiangsu 214000, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":"https://orcid.org/0000-0003-4786-4036","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Digital Forensics, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Wuxi Institute of Technology , 333 Xishan Avenue , Wuxi, Jiangsu 214000, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I77631543"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688277","display_name":"Peijun Zhao","orcid":"https://orcid.org/0000-0003-2843-6941"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijun Zhao","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043575213","display_name":"Yadang Chen","orcid":"https://orcid.org/0000-0002-4448-2617"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadang Chen","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113329411","display_name":"Jiarui Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Gu","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020300225","display_name":"Z. -Y. Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengju Ren","raw_affiliation_strings":["Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology (CI-CAEET), Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Jiangsu Engineering Center of NetworkMonitoring, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology , 219 Ningliu Road , Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology , 219 Ningliu Road ,Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115595890","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0002-6485-1985"},"institutions":[{"id":"https://openalex.org/I4210102741","display_name":"Jiangsu Vocational College of Medicine","ror":"https://ror.org/01jzst437","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210102741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":["Jiangsu Vocational College of Medicine , 283 Jiefang South Road , Yancheng, Jiangsu 224005, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Vocational College of Medicine , 283 Jiefang South Road , Yancheng, Jiangsu 224005, China","institution_ids":["https://openalex.org/I4210102741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":null,"fwci":0.2038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46039524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"4","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":0.9988999962806702,"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":0.9988999962806702,"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":0.9891999959945679,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6744366884231567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6153914928436279},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4872256815433502},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.34455522894859314},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12236404418945312},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.05164968967437744},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0469183623790741}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6744366884231567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6153914928436279},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4872256815433502},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.34455522894859314},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12236404418945312},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.05164968967437744},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0469183623790741},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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":1,"locations":[{"id":"doi:10.1093/comnet/cnae031","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comnet/cnae031","pdf_url":null,"source":{"id":"https://openalex.org/S2531583244","display_name":"Journal of Complex Networks","issn_l":"2051-1310","issn":["2051-1310","2051-1329"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Complex Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G509050649","display_name":null,"funder_award_id":"BK20231142","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W193057838","https://openalex.org/W1907893455","https://openalex.org/W1954241630","https://openalex.org/W1979104937","https://openalex.org/W1980852313","https://openalex.org/W1985625141","https://openalex.org/W2010894431","https://openalex.org/W2029173860","https://openalex.org/W2044203091","https://openalex.org/W2084619201","https://openalex.org/W2084804965","https://openalex.org/W2105827100","https://openalex.org/W2125315567","https://openalex.org/W2127345773","https://openalex.org/W2146570277","https://openalex.org/W2155167324","https://openalex.org/W2295044017","https://openalex.org/W2299965164","https://openalex.org/W2470861207","https://openalex.org/W2569335714","https://openalex.org/W2586233753","https://openalex.org/W2754650407","https://openalex.org/W2756564215","https://openalex.org/W2766814516","https://openalex.org/W2787887656","https://openalex.org/W2797397928","https://openalex.org/W2808490927","https://openalex.org/W2916325243","https://openalex.org/W2924173387","https://openalex.org/W2985748879","https://openalex.org/W3026640598","https://openalex.org/W3087406311","https://openalex.org/W3104786131","https://openalex.org/W3106236755","https://openalex.org/W3120623710","https://openalex.org/W3158396846","https://openalex.org/W3206737896","https://openalex.org/W3211904979","https://openalex.org/W4200306599","https://openalex.org/W4210863323","https://openalex.org/W4210907452","https://openalex.org/W4224986286","https://openalex.org/W4312115222","https://openalex.org/W4313592166","https://openalex.org/W6679197216"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Abstract":[0],"Link":[1],"prediction":[2,127],"has":[3,25,44],"always":[4],"played":[5],"a":[6,138,149,194],"crucial":[7],"role":[8],"in":[9,89,100,128,137,212,229],"unveiling":[10],"the":[11,27,48,61,110,117,142,155,161,171,183,202,207,214,230],"structural":[12,222],"patterns":[13],"and":[14,66,70,153,168,192,234],"evolutionary":[15],"rules":[16],"of":[17,29,40,51,63,72,198,216,232],"networks.":[18,91,237],"However,":[19],"as":[20,148],"research":[21],"on":[22,114],"complex":[23],"networks":[24,74,102,163,174,185,218],"progressed,":[26],"limitations":[28],"solely":[30],"exploring":[31],"low-order":[32,129,139,144,178],"structures":[33],"have":[34],"become":[35],"increasingly":[36],"apparent.":[37],"The":[38,68,92],"introduction":[39],"high-order":[41,73],"organizational":[42],"theories":[43],"not":[45],"only":[46],"enriched":[47],"conceptual":[49],"framework":[50],"network":[52,64,112],"dynamics":[53],"but":[54],"also":[55],"opened":[56],"new":[57],"avenues":[58],"for":[59,77],"investigating":[60],"mechanisms":[62],"evolution":[65],"adaptation.":[67],"complexity":[69],"richness":[71],"pose":[75],"challenges":[76],"link":[78,126],"prediction.":[79],"This":[80],"study":[81],"introduces":[82],"two":[83],"novel":[84],"approaches":[85],"to":[86,96,121,151,201],"forecast":[87],"links":[88,98,108,124,136],"higher-order":[90,101,111,123,157,162,173,184,204,217],"first":[93],"one":[94,119],"is":[95,120,146],"predict":[97,122],"directly":[99,105,176],"(LPHN),":[103],"which":[104,131],"predicts":[106],"missing":[107],"within":[109],"based":[113],"its":[115],"structure;":[116],"other":[118],"via":[125],"networks(PHLN),":[130],"starts":[132],"by":[133,165,187],"predicting":[134],"absent":[135],"network.":[140,158,205],"Subsequently,":[141],"inferred":[143],"structure":[145,215],"employed":[147],"foundation":[150],"extrapolate":[152],"reconstruct":[154],"predicted":[156],"Upon":[159],"comparing":[160],"generated":[164],"both":[166],"LPHN":[167],"PHLN":[169,188,208,225],"with":[170],"original":[172,203],"constructed":[175],"from":[177],"networks,":[179],"we":[180],"discovered":[181],"that":[182],"produced":[186],"exhibit":[189,193],"greater":[190],"accuracy":[191],"more":[195],"similar":[196],"scale":[197],"giant":[199],"components":[200],"Consequently,":[206],"demonstrates":[209],"enhanced":[210],"precision":[211],"forecasting":[213],"while":[219],"preserving":[220],"networks\u2019":[221],"integrity.":[223],"Moreover,":[224],"exhibits":[226],"superior":[227],"performance":[228],"context":[231],"large-scale":[233],"sparsely":[235],"connected":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}