{"id":"https://openalex.org/W4285309246","doi":"https://doi.org/10.1109/tcss.2022.3174693","title":"Network Embedding Based on Biased Random Walk for Community Detection in Attributed Networks","display_name":"Network Embedding Based on Biased Random Walk for Community Detection in Attributed Networks","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4285309246","doi":"https://doi.org/10.1109/tcss.2022.3174693"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3174693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3174693","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/A5100765132","display_name":"Kun Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kun Guo","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113574608","display_name":"Zizheng Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizheng Zhao","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010494139","display_name":"Zhiyong Yu","orcid":"https://orcid.org/0000-0002-2051-9462"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Yu","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643723","display_name":"Wenzhong Guo","orcid":"https://orcid.org/0000-0003-4118-8823"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhong Guo","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012769879","display_name":"Ronghua Lin","orcid":"https://orcid.org/0000-0002-8003-570X"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghua Lin","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120811349","display_name":"Yong Tang","orcid":"https://orcid.org/0000-0002-9812-0742"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Tang","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036405022","display_name":"Ling Wu","orcid":"https://orcid.org/0000-0001-5293-8701"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wu","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing and the College of Computer and Data Science, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100765132"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":1.1274,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77193706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"5","first_page":"2279","last_page":"2290"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/random-walk","display_name":"Random walk","score":0.7260879278182983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5221496224403381},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4545144736766815},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.36634066700935364},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32979846000671387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3000054657459259},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21643143892288208},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21642562747001648}],"concepts":[{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.7260879278182983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5221496224403381},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4545144736766815},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.36634066700935364},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32979846000671387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3000054657459259},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21643143892288208},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21642562747001648}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2022.3174693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3174693","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/G162959871","display_name":null,"funder_award_id":"62002063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3794798619","display_name":null,"funder_award_id":"U21A20472","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W1993591232","https://openalex.org/W2023655578","https://openalex.org/W2045390367","https://openalex.org/W2088162437","https://openalex.org/W2153959628","https://openalex.org/W2154851992","https://openalex.org/W2411855254","https://openalex.org/W2565173975","https://openalex.org/W2583803680","https://openalex.org/W2604745395","https://openalex.org/W2604942799","https://openalex.org/W2622489478","https://openalex.org/W2767849480","https://openalex.org/W2788730644","https://openalex.org/W2788792565","https://openalex.org/W2793868694","https://openalex.org/W2810396878","https://openalex.org/W2885142590","https://openalex.org/W2905284068","https://openalex.org/W2912917402","https://openalex.org/W2950880273","https://openalex.org/W2962756421","https://openalex.org/W2963455014","https://openalex.org/W2963893312","https://openalex.org/W2966374218","https://openalex.org/W2971325383","https://openalex.org/W2972209102","https://openalex.org/W2979310975","https://openalex.org/W2991800568","https://openalex.org/W2998279448","https://openalex.org/W3012475720","https://openalex.org/W3026423472","https://openalex.org/W3033039844","https://openalex.org/W3033754547","https://openalex.org/W3034671389","https://openalex.org/W3034671692","https://openalex.org/W3082811123","https://openalex.org/W3095746859","https://openalex.org/W3104097132","https://openalex.org/W3115263587","https://openalex.org/W3154503084","https://openalex.org/W3171570542","https://openalex.org/W3187335821","https://openalex.org/W3189431285","https://openalex.org/W3207471891","https://openalex.org/W3213104978","https://openalex.org/W4231510805","https://openalex.org/W4291474301","https://openalex.org/W6639619044","https://openalex.org/W6678885109","https://openalex.org/W6687780494","https://openalex.org/W6690230747","https://openalex.org/W6755573351","https://openalex.org/W6763813028","https://openalex.org/W6779940601","https://openalex.org/W6783698123"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W1597743604","https://openalex.org/W2038723108","https://openalex.org/W2033630974","https://openalex.org/W4245069437","https://openalex.org/W2325737604","https://openalex.org/W4297449606","https://openalex.org/W2382333285","https://openalex.org/W2345479200","https://openalex.org/W2183306018"],"abstract_inverted_index":{"Community":[0],"detection":[1,28,123],"is":[2,134],"a":[3,51,68,98,102,120,131,147],"fundamental":[4],"problem":[5],"in":[6,29,81,101],"complex":[7],"network":[8,20,77],"analysis":[9],"that":[10,188],"aims":[11],"to":[12,32,126,136,149,164,172],"find":[13],"closely":[14],"related":[15],"groups":[16],"of":[17,97,144],"nodes.":[18,38],"Recently,":[19],"embedding":[21,44,62,78],"techniques":[22],"have":[23],"been":[24],"integrated":[25],"into":[26],"community":[27,103,113,122,148],"two":[30],"manners":[31],"capture":[33],"the":[34,82,95,105,128,138,142,182,198],"intricate":[35],"relationships":[36],"between":[37],"The":[39,56,75,91],"two-staged":[40],"manner":[41,58,84,93],"generates":[42],"node":[43,61,170],"vectors":[45,63],"and":[46,64,109,145,160,184],"obtains":[47,60],"communities":[48,65,151,174],"by":[49,66],"running":[50],"clustering":[52],"algorithm":[53,125],"on":[54,112,169,181],"them.":[55],"single-staged":[57],"simultaneously":[59],"optimizing":[67],"hybrid":[69],"objective":[70],"concerning":[71],"with":[72,175],"node\u2013community":[73,89],"relationships.":[74,90],"general-purpose":[76],"algorithms":[79],"used":[80],"first":[83],"do":[85],"not":[86],"emphasize":[87],"retaining":[88],"second":[92],"ignores":[94],"influence":[96,158,168],"node\u2019s":[99],"location":[100],"(at":[104],"center":[106],"or":[107],"boundary)":[108],"its":[110],"attributes":[111],"generation.":[114],"In":[115],"this":[116],"article,":[117],"we":[118,154],"propose":[119],"biased-random-walk-based":[121],"(BRWCD)":[124],"tackle":[127],"issues.":[129],"First,":[130],"topology-weighted":[132],"degree":[133,163],"designed":[135],"enhance":[137],"random":[139],"walk":[140],"at":[141,195],"boundary":[143],"inside":[146],"extract":[150],"precisely.":[152],"Second,":[153],"design":[155],"an":[156,161],"attribute-to-node":[157],"index":[159],"attribute-weighted":[162],"distinguish":[165],"different":[166],"attributes\u2019":[167],"transition":[171],"obtain":[173],"high":[176],"internal":[177],"cohesion.":[178],"Comprehensive":[179],"experiments":[180],"real-world":[183],"synthetic":[185],"networks":[186],"demonstrate":[187],"BRWCD":[189],"achieves":[190],"nearly":[191],"10%":[192],"higher":[193],"accuracy":[194],"most":[196],"than":[197],"state-of-the-art":[199],"algorithms.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}