{“id”:“https://openalex.org/W4390837267“,”doi“:”https://doi.org/10.1016/j.inffus.2024.102254“,”title“:“通过自监督自适应图卷积网络检测属性网络中具有多个主题的社区”,”display_name“:”通过自监督适应性图卷积网检测属性网络上具有多个话题的社区“,”publication_year“:2024,”publiciation_date“:”2024-05-01“,”ids“:{”openalex“:”https://openalex.org/W4390837267“,”doi“:”https://doi.org/10.1016/j.inffus.2024.102254“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.inffus.2024.102254“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S7560371“,”display_name“:”信息融合“,”issn_l“:”1566-2535“,”isn“:[”1566-253“,”1872-6305“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],pository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5026139698“,”display_name“:”何超博“,”兽人“:”https://orcid.org/0000-0002-6651-1175},“机构”:[{“id”:https://openalex.org/I187400657“,”display_name“:”华南师范大学“,”ror“:”https://ror.org/01kq0pv72“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I187400657“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Chaobo He“,”rau_affiliation_strings“:【”广州琶洲实验室“,”华南师范大学计算机科学学院“,中国广州”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5028868684“,”display_name“:”Junwei Cheng“,”orcid“:”https://orcid.org/0000-0001-9582-1917},“机构”:[{“id”:https://openalex.org/I187400657“,”display_name“:”华南师范大学“,”ror“:”https://ror.org/01kq0pv72“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I187400657“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Junwei Cheng“,”raw_affiliation_strings“:【”华南师范大学计算机科学学院,广州“]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5054497805“,”display_name“:”陈国华“,”兽人“:”https://orcid.org/0009-0003-5099-7363},“机构”:[{“id”:https://openalex.org/I187400657“,”display_name“:”华南师范大学“,”ror“:”https://ror.org/01kq0pv72“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I187400657“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”陈国华“,”raw_affiliation_strings“:[“中国广州琶洲实验室”,“中国广州华南师范大学计算机科学学院”]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5084935157“,”display_name“:”全龙关“,”兽人“:”https://orcid.org/0000-0001-6911-3853},“机构”:[{“id”:https://openalex.org/I159948400“,”display_name“:”暨南大学“,”ror“:”https://ror.org/02xe5ns62“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I159948400“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Quanlong Guan“,”rau_affiliation_strings“:【”中国广州暨南大学信息科学与技术学院“,”中国广州市暨南大学广东智慧教育研究院“]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5029811844“,”display_name“:”向飞“,”兽人“:”https://orcid.org/0000-0003-1505-4709},“机构”:[{“id”:https://openalex.org/I73417466“,”display_name“:”考文垂大学“,”ror“:”https://ror.org/01tgmhj36“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I73417466“]}],”countries“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Xiang Fei“,”raw _affiliation_strings“:【”英国考文垂考文垂大学计算系“】},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5001989082“,”display_name“:”永唐“,”兽人“:”https://orcid.org/0000-0002-9812-0742},“机构”:[{“id”:https://openalex.org/I187400657“,”display_name“:”华南师范大学“,”ror“:”https://ror.org/01kq0pv72“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I187400657“]}],”国家“:[”CN“],”is_corresponding“:true,”raw_author_name“:”Yong Tang“,”rau_affiliation_strings“:[“中国广州琶洲实验室”,”华南师范大学计算机科学学院“]}”,“countries_distict_count”:2,“institutions_disticent_count”:3,“corresponding_author_ids”:[”https://openalex.org/A5001989082“],”对应的机构ID“:[”https://openalex.org/I187400657“],”apc_list“:{”value“:4650,”currency“:”USD“,”value_USD“:4650',”provenance“:”doaj“},”apc _payed“:{'value':4650],”curency“:”美元“,”value_USD”:4650`,“provenance”:“doaj”},“has_fulltext”:false,“cited_by_count”:0,“citected_by_percentile_year”:{“min”:0、“max”:91},‘biblio’:{‘volume’:“105”,“issue”:null,“first_page”:“102254”,“last_page”:“102454”},“is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10064“,”display_name“:”复杂网络的统计力学“,”score“:0.9997,”subfield“:{”id“:”https://openalex.org/subfields/3109“,”display_name“:”统计与非线性物理“},”字段“:{”id“:”https://openalex.org/fields/31网址“,”display_name“:”物理学和天文学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10064“,”display_name“:”复杂网络的统计力学“,”score“:0.9997,”subfield“:{”id“:”https://openalex.org/subfields/3109“,”display_name“:”统计与非线性物理“},”字段“:{”id“:”https://openalex.org/fields/31网址“,”display_name“:”物理学和天文学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9949,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11550“,”“display_name”:“机器学习中的多标签文本分类”,“score”:0.9864,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/network-embedding“,”display_name“:”网络嵌入“,”score“:0.513452},{”id“:”https://openalex.org/keywords/semi-supervisored-elearning(https://openalex.org/keywords/semi-supervisored-elearning)“,”display_name“:”半监督学习“,”score“:0.511415},{”id“:”https://openalex.org/keywords/社区结构“,”display_name“:”社区结构“,”score“:0.509418},{”id“:”https://openalex.org/keywords/knowledge-graph-embedding“,”display_name“:”知识图嵌入“,”score“:0.502181},{”id“:”https://openalex.org/keywords/multi-label-learning网站“,”display_name“:”多标签学习“,”score“:0.500181}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7912898},{”id“:”https://openalex.org/C101738243,“wikidata”:https://www.wikidata.org/wiki/Q786435“,”display_name“:”自动编码器“,”level“:3,”score“:0.5462248},{”id“:”https://openalex.org/C2776330181,“wikidata”:https://www.wikidata.org/wiki/Q18358244“,”display_name“:”Maximization“,”level“:2,”score“:0.5361649},{”id“:”https://openalex.org/C132525143,“wikidata”:https://www.wikidata.org/wiki/Q141488“,”display_name“:”Graph“,”level“:2,”score“:0.52422035},{”id“:”https://openalex.org/C2779478453,“wikidata”:https://www.wikidata.org/wiki/Q6889748“,”display_name“:”模块化(生物学)“,”level“:2,”score“:0.49460766},{”id“:”https://openalex.org/C118505674,“wikidata”:https://www.wikidata.org/wiki/Q42586063“,”display_name“:”编码器“,”level“:2,”score“:0.4519196},{”id“:”https://openalex.org/C136643341,“wikidata”:https://www.wikidata.org/wiki/Q1361526“,”display_name“:”可达性“,”级别“:2,”分数“:0.43127188},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.42915297},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.39234367},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.39182857},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.37363118},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.3008543},{”id“:”https://openalex.org/C86803240,“wikidata”:https://www.wikidata.org/wiki/Q420“,”display_name“:”生物学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”经济学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C54355233,“wikidata”:https://www.wikidata.org/wiki/Q7162“,”display_name“:”Genetics“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C175444787,“wikidata”:https://www.wikidata.org/wiki/Q39072“,”display_name“:”微观经济学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.inffus.2024.102254“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S7560371“,”display_name“:”信息融合“,”issn_l“:”1566-2535“,”isn“:[”1566-253“,”1872-6305“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grants”:{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“62077045”},{“funder”:“https://openalex.org/F4320321001“,”“funder_display_name”:“国家自然科学基金”,“award_id”:“62077028”},{“funder”:“https://openalex.org/F4320335480“,”“funder_display_name”:“广州市科技项目”,“award_id”:“202206030007”},{“funder”:“https://openalex.org/F4320335777“,”“funder_display_name”:“中国国家重点研发计划”,“award_id”:“2022YFC3303604”},{“funder”:“https://openalex.org/F4320335795“,”“funder_display_name”:“广东省科技规划项目”,“award_id”:“2020ZDZX3013”},{“funder”:“https://openalex.org/F4320335795“,”“funder_display_name”:“广东省科学技术规划项目”,“award_id”:“2023ZZ03”}],“数据集”:[],“版本”:[[],“referenced_works_count”:35,“referrenced_works”:[”https://openalex.org/W1566647102","https://openalex.org/W1583837637","https://openalex.org/W1993591232","https://openalex.org/W2044400205","https://openalex.org/W2069065514","https://openalex.org/W2131681506","https://openalex.org/W2151936673","https://openalex.org/W2153959628","https://openalex.org/W2187089797","https://openalex.org/W2531563875","https://openalex.org/W2602856279","https://openalex.org/W2769157493","https://openalex.org/W2918008835","https://openalex.org/W2963455014","https://openalex.org/W3045237327","https://openalex.org/W3116071498","https://openalex.org/W3119532779","https://openalex.org/W3126625348","https://openalex.org/W3129850062","https://openalex.org/W3134210100","https://openalex.org/W3153182418","https://openalex.org/W3173151551","https://openalex.org/W3193425533","https://openalex.org/W3193704170","https://openalex.org/W3193915751","https://openalex.org/W3202998373","https://openalex.org/W3207924272","https://openalex.org/W3216454943","https://openalex.org/W4231510805","https://openalex.org/W4246698901","https://openalex.org/W4284959507","https://openalex.org/W4290877962","https://openalex.org/W4312046000","https://openalex.org/W4312856860","https://openalex.org/W4313648745“],”related_works“:[”https://openalex.org/W4321471459","https://openalex.org/W3013693939","https://openalex.org/W2889071233","https://openalex.org/W2159052453","https://openalex.org/W2156446763","https://openalex.org/W2150194458","https://openalex.org/W2143461633","https://openalex.org/W2136512912","https://openalex.org/W2127267268","https://openalex.org/W2067910792“],”ngrams_url“:”https://api.openalex.org/works/W4390837267/ngrams“,”“abstract_inverted_index”:{“Attributed”:[0],“networks”:[1,20,28],“which”:[2,81],“have”:[3],“topology”:[4,56121152],“information”:[5,8,57,601225],“and”:[6,21,58,6210515123154184],“attribute”:[7,59124],“syntallous”:[9],“are”:[10177],“very”:[11,31],“common”:[12],“in”:[13,26],72],““:[14,83,88116137141159172185190206210],”真实“:[15],”世界“:[16],”例如,“:[17],”在线“:[18],”社交“:[19],”合著“:[22],”网络。“:[23],”社区“:[24],”检测“:[25],”是“:[29,37147164],”a“:[30,39],”有价值“:[32],”研究“:[33],”主题。“:[34],“虽然”:[35],“那里”:[36],“已经”:[38],“地段”:[40],“属于”:[41,48192202],“工作”:[42],“专注”:[43],“关于”:[44179],“它”,“:[45],“但是”:[46197],“大多数”:[47],“现有”:[49],“方法”:[50],“仍然”:[51],“脸”:[52],“两个”:[53110],“键”:[54],“挑战:”:[55],“融合”:[61],“多重”:[63168],“主题”:[64169],“社区”:[65133170],“检测。“:[66],”To“:[67127],”effectively“:[68],”address“:[69],”these“:[70],”challenges,“:[71],”this“:[73],”paper“:[74],“we”:[75135208],”design“:76],”an“:[77],”approach“:78],”call“:[79],”SSAGCN“,”:[80],“takes”:[82],“self-pervised”:[84],“learning”:[85],“paradigm”86],“使用”:[87],“自动编码器”:[89],“架构”。“:[90],”具体来说,“:[91],”SSAGCN“:[92163193],“包括”:[93],“三个”:[94],“主要”:[95],“部分:”:[96],“自适应”:[97],“图形”:[98],“卷积”:[99],“网络”:[100155],“(AGCN)”:[101],“编码器”:[102],“模块性”:[103138],“最大化”:[104139],“双重”:[106145],“解码器”。“:[107],”AGCN“:[108129],”uses“:[109],”GCNs“:[111],”with“:+112],”shared“:/113],”parameters“:+114],”attention“:[117],”mechanism“:[118],”to“:[119131149166],”fuse“:[120],”automatically。“:[126],”驱动器“:[128],”编码器“:[130],”揭开“:[132],”结构“:[134],”选择“:[136],”作为“:[140],”优化“:[142],”目标。“:[143],”The“:[144],”decoder“:[146],”applied“:[148],”reconstructe“:[150],”both“:[151],”structure“:[153],”attributes。“:[156],”由“:[157],”引入“:[158],”联合“:[160],”训练“:[161],”策略“,“能”:[165],“发现”:[167],“通过”:[171],“端到端”:[173],“方式。“:[174],“广泛”:[175],“实验”:[176],“进行”:[178],“九”:[180],“基准”:[181],“归因”:[182],“网络”:[183],“结果”:[186],“说明”:[187],“不”:[188],“仅”:[189],“优势”:[191],“超过”:[194],“最先进”:[195],“方法”:[196],“也”:[198],“其”:[199],“好”:[200],“能力”:[201],“社区话题”:[203],“分析。“:[204],”对于“:[205],”再现性,“:[207],”发布“:[209],”源“:[211],”代码“:[212],”在“:[213],”https://github.com/GDM-SCNU/SSAGCN。“:[214]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4390837267“,”counts_by_year“:[],”updated_date“:”2024-06-07T22:06:57601869“,”created_date“:”2024-01-14“}