{"id":"https://openalex.org/W4319586864","doi":"https://doi.org/10.1109/dsaa54385.2022.10032336","title":"Community Splitter: A Network Embedding Method for Predicting Missing Links","display_name":"Community Splitter: A Network Embedding Method for Predicting Missing Links","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4319586864","doi":"https://doi.org/10.1109/dsaa54385.2022.10032336"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa54385.2022.10032336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa54385.2022.10032336","pdf_url":null,"source":{"id":"https://openalex.org/S4363608340","display_name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-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/A5100400130","display_name":"Shuo Wang","orcid":"https://orcid.org/0000-0001-7851-3824"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Wang","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101443542","display_name":"Ziqiang Wu","orcid":"https://orcid.org/0000-0003-2724-3478"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqiang Wu","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102018574","display_name":"Sheng Bi","orcid":"https://orcid.org/0000-0002-1097-9000"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Bi","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459107","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0002-2292-0030"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006701656","display_name":"Xiaomin Huang","orcid":"https://orcid.org/0000-0002-1939-2337"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaomin Huang","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023686661","display_name":"Mingyang Zhou","orcid":"https://orcid.org/0000-0001-5996-3395"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Zhou","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091221734","display_name":"Hao Liao","orcid":"https://orcid.org/0000-0001-9152-4341"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Liao","raw_affiliation_strings":["Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University,College of Computer Science and Software Engineering,Shenzhen,China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34333959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9800999760627747,"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/computer-science","display_name":"Computer science","score":0.7980304956436157},{"id":"https://openalex.org/keywords/splitter","display_name":"Splitter","score":0.6598426103591919},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6394652128219604},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5899641513824463},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5773273706436157},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5674781203269958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4998936653137207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4947609305381775},{"id":"https://openalex.org/keywords/community-structure","display_name":"Community structure","score":0.46896353363990784},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4586491584777832},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.45630282163619995},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.41101667284965515},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32921797037124634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07813045382499695},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06472119688987732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7980304956436157},{"id":"https://openalex.org/C2777403171","wikidata":"https://www.wikidata.org/wiki/Q7578732","display_name":"Splitter","level":2,"score":0.6598426103591919},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6394652128219604},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5899641513824463},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5773273706436157},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5674781203269958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4998936653137207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4947609305381775},{"id":"https://openalex.org/C133079900","wikidata":"https://www.wikidata.org/wiki/Q5155065","display_name":"Community structure","level":2,"score":0.46896353363990784},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4586491584777832},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.45630282163619995},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.41101667284965515},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32921797037124634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07813045382499695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06472119688987732},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsaa54385.2022.10032336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa54385.2022.10032336","pdf_url":null,"source":{"id":"https://openalex.org/S4363608340","display_name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320318547","display_name":"Baidu","ror":"https://ror.org/03vs3wt56"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1662382123","https://openalex.org/W1861903793","https://openalex.org/W1888005072","https://openalex.org/W1971421925","https://openalex.org/W1992923616","https://openalex.org/W2007444087","https://openalex.org/W2008620264","https://openalex.org/W2047940964","https://openalex.org/W2064675550","https://openalex.org/W2068133384","https://openalex.org/W2114532600","https://openalex.org/W2131681506","https://openalex.org/W2132202037","https://openalex.org/W2135223753","https://openalex.org/W2146591355","https://openalex.org/W2148606196","https://openalex.org/W2154454189","https://openalex.org/W2154851992","https://openalex.org/W2157331557","https://openalex.org/W2158698691","https://openalex.org/W2294347342","https://openalex.org/W2490229732","https://openalex.org/W2517194566","https://openalex.org/W2564084673","https://openalex.org/W2737388338","https://openalex.org/W2943373497","https://openalex.org/W2962756421","https://openalex.org/W2963383438","https://openalex.org/W2984343629","https://openalex.org/W3034647178","https://openalex.org/W3080668436","https://openalex.org/W3094408962","https://openalex.org/W3094504436","https://openalex.org/W3099768174","https://openalex.org/W3104097132","https://openalex.org/W3120740533","https://openalex.org/W3160872503","https://openalex.org/W4294558607","https://openalex.org/W4299579390","https://openalex.org/W6605963037","https://openalex.org/W6637178625","https://openalex.org/W6682691769","https://openalex.org/W6738964360","https://openalex.org/W6744957266"],"related_works":["https://openalex.org/W2034220069","https://openalex.org/W2006852656","https://openalex.org/W1999828072","https://openalex.org/W11097679","https://openalex.org/W1985625141","https://openalex.org/W2948079051","https://openalex.org/W2133614729","https://openalex.org/W2035702630","https://openalex.org/W1964834700","https://openalex.org/W2379180037"],"abstract_inverted_index":{"Networks":[0],"are":[1],"one":[2],"of":[3,35,53,66,91],"the":[4,12,54,58,64,76,86,113],"most":[5],"powerful":[6],"structures":[7],"for":[8],"modeling":[9],"problems":[10],"in":[11,39,85],"real":[13,27,133],"world.":[14],"Many":[15,69],"machine":[16],"learning":[17],"algorithms,":[18],"however,":[19],"require":[20],"that":[21,111,136],"each":[22],"input":[23],"example":[24],"is":[25,49],"a":[26,40,98,143],"vector.":[28],"Network":[29],"embedding":[30],"learns":[31],"from":[32],"feature":[33,52],"representations":[34],"nodes":[36,61],"and":[37,42,62,106,126],"links":[38],"network,":[41,55,87],"converts":[43],"it":[44],"to":[45,74,122,148],"vectors.":[46],"Community":[47,139],"structure":[48],"an":[50],"important":[51],"which":[56],"represents":[57],"relationship":[59],"among":[60],"attracts":[63],"attention":[65],"relevant":[67],"researchers.":[68],"algorithms":[70,80,121],"have":[71],"been":[72],"developed":[73],"identify":[75,82],"community":[77,119],"structure.":[78],"These":[79],"usually":[81],"different":[83,89],"communities":[84],"generating":[88],"types":[90],"information.":[92],"In":[93],"this":[94],"paper,":[95],"we":[96],"propose":[97],"\"Community":[99],"Splitter\"":[100],"model":[101,141],"based":[102],"on":[103,131],"random":[104],"walk":[105],"RNN":[107],"(Recurrent":[108],"Neural":[109],"Networks)":[110],"combines":[112],"node":[114,124],"information":[115],"generated":[116],"by":[117],"multiple":[118],"detection":[120],"improve":[123],"representation":[125],"link":[127,150],"prediction.":[128],"Extensive":[129],"experiments":[130],"nine":[132],"datasets":[134],"demonstrate":[135],"our":[137],"proposed":[138],"Splitter":[140],"has":[142],"significant":[144],"prediction":[145,151],"power":[146],"compared":[147],"state-of-the-art":[149],"models.":[152]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
