{“id”:“https://openalex.org/W3112821822“,”doi“:”https://doi.org/10.1145/3415157“,”title“:”Multi-Stage Network Embedding for Exploring Heterogeneous Edges“,”display_name“:”多级网络嵌入for Exploration Heterogenous Edge“,”publication_year“:2020,”publiation_date“:”2020-12-07“,”ids“:{”openalex“:”https://openalex.org/W3112821822“,”doi“:”https://doi.org/10.1145/3415157“,”mag“:”3112821822“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1145/3415157“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S41523882“,”display_name“:”ACM事务从数据中发现知识“,”issn_l“:”1556-4681“,”isn“:[”1556-4781“,“1556-472X”],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P431031798“,”host_organization_name“:”计算机协会“,”host_organization_lineage“:[”https://openalex.org/P431031798“],”host_organization_lineage_names“:[”Association for Computing Machinery“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],‘open_access”:{“is_oa”:true,“oa_status”:“green”,“oa_url”:“”http://arxiv.org/pdf/2110.10347“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5032599155“,”display_name“:”Hong Huang“,”orcid“:”https://orcid.org/0000-0002-5282-551X},“机构”:[{“id”:https://openalex.org/I47720641“,”display_name“:”华中科技大学“,”ror“:”https://ror.org/00p991c53“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I47720641“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Hong Huang“,”rau_affiliation_strings“:[“华中科技大学,武汉”],”affiliations“:[{”raw_affiliation_string“:”华中科技学院,武汉”,“institution_ids”:[“https://openalex.org/I47720641“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5063512650网址“,”display_name“:”Yu Song“,”orcid“:”https://orcid.org/0000-0002-8940-2561},“机构”:[{“id”:https://openalex.org/I47720641“,”display_name“:”华中科技大学“,”ror“:”https://ror.org/00p991c53“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I47720641“]}],“国家”:[“CN”],“is_corresponding”:false,“raw_author_name”:“余松”,“rau_affiliation_strings”:[中国武汉华中科技大学],“附属机构”:[{“raw_affiliation_string”:“华中科技学院,中国武汉”,“institution_ids”:[https://openalex.org/I47720641“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5039829076“,”display_name“:”芳华叶“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I45129253“,”display_name“:”伦敦大学学院“,”ror“:”https://ror.org/02jx3x895“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947","https://openalex.org/I45129253“]}],”国家“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Fanghua Ye“,”raw _affiliation_strings“:[“英国伦敦大学学院”],”affiliations“:[{”raw _affiliation_string“:”英国伦敦大学院“,”institution_ids“:]”https://openalex.org/I45129253“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5091902436“,”display_name“:”Xing Xie“,”orcid“:”https://orcid.org/0000-0002-8608-8482},“机构”:[{“id”:https://openalex.org/I4210113369“,”display_name“:”Microsoft亚洲研究院(中国)“,”ror“:”https://ror.org/0300m5276“,”country_code“:”CN“,”type“:“company”,”lineage“:[”https://openalex.org/I1290206253","https://openalex.org/I4210113369“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Xing Xie“,”raw _affiliation_strings“:[“中国北京微软亚洲研究院”],”affiliations“:[{”raw _affiliation_string“:”中国北京微软亚太研究院”,“institution_ids”:[“https://openalex.org/I4210113369“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5016486553“,”display_name“:”宣化石“,”兽人“:”https://orcid.org/0000-0001-8451-8656},“机构”:[{“id”:https://openalex.org/I47720641“,”display_name“:”华中科技大学“,”ror“:”https://ror.org/00p991c53“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I47720641“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”宣化石“,”raw _ afiliation_strings“:[“华中科技大学,武汉”],”affiliations“:[{”raw_ afiliation _string“:”华中科技学院,武汉”,“institution_ids”:[“https://openalex.org/I47720641“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A502262922“,”display_name“:”Hai Jin“,”orcid“:”https://orcid.org/0000-0002-3934-7605},“机构”:[{“id”:https://openalex.org/I47720641“,”display_name“:”华中科技大学“,”ror“:”https://ror.org/00p991c53“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I47720641“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Hai Jin“,”rau_affiliation_strings“:[“华中科技大学,武汉”],”affiliations“:[{”raw_affiliation_string“:”华中科技学院,武汉“,”institution_ids“:[https://openalex.org/I47720641“]}]}],”countries_distinct_count“:2,”institutions_disting_count”:3,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:null,”apc_payd“:null、”has_fulltext“:false,”cited_by_count:1,”citected_by_percentile_year“:{”min“:66,”max“:74},”biblio“:{“volume”:“15”,“issue”:“1”,“first”_page“:”1“,”last_page“:”27“},”is_retracted“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9992,”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“}},”主题“:[{”id“:”https://openalex.org/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9992,”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“:0.9515,”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/T10057“,”“display_name”:“人脸识别和降维技术”,“score”:0.9509,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“:0.634144},{”id“:”https://openalex.org/keywords/knowledge-graph-embedding“,”display_name“:”知识图嵌入“,”score“:0.57273},{”id“:”https://openalex.org/keywords/非负矩阵分解“,”display_name“:”非负矩阵分解“,”score“:0.562335},{”id“:”https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.558533},{”id“:”https://openalex.org/keywords/multi-label-learning网站“,”display_name“:”Multi-label Learning“,”score“:0.544333}],”concepts“:[{”id“:”https://openalex.org/C152671427网址,“wikidata”:https://www.wikidata.org/wiki/Q10843505“,”display_name“:”非负矩阵因式分解“,”level“:4,”score“:0.81661046},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.7620206},{”id“:”https://openalex.org/C42355184,“wikidata”:https://www.wikidata.org/wiki/Q1361088“,”display_name“:”矩阵分解“,”level“:3,”score“:0.7125911},{”id“:”https://openalex.org/C41608201,“wikidata”:https://www.wikidata.org/wiki/Q980509“,”display_name“:”Embedding“,”level“:2,”score“:0.644332},{”id“:”https://openalex.org/C2776359362,“wikidata”:https://www.wikidata.org/wiki/Q2145286“,”display_name“:”Representation(politics)“,”level“:3,”score“:0.5332446},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.518704},{”id“:”https://openalex.org/C187834632,“wikidata”:https://www.wikidata.org/wiki/Q188804“,”display_name“:”因式分解“,”level“:2,”score“:0.47825184},{”id“:”https://openalex.org/C192209626,“wikidata”:https://www.wikidata.org/wiki/Q190909“,”display_name“:”焦点(光学)“,”级别“:2,”分数“:0.43840855},{”id“:”https://openalex.org/C164226766,“wikidata”:https://www.wikidata.org/wiki/Q7293202“,”display_name“:”Rank(图论)“,”level“:2,”score“:0.43467432},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.41586992},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.40556553},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.36603433},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”Mathematics“,”level“:0,”score“:0.19211432},{”id“:”https://openalex.org/C158693339,“wikidata”:https://www.wikidata.org/wiki/Q190524“,”display_name“:”特征值和特征向量“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C120665830,“wikidata”:https://www.wikidata.org/wiki/Q14620“,”display_name“:”Optics“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944“,”display_name“:”量子力学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C114614502,“wikidata”:https://www.wikidata.org/wiki/Q76592“,”display_name“:”组合数学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C94625758,“wikidata”:https://www.wikidata.org/wiki/Q7163“,”display_name“:”政治“,”级别“:2,”分数“:0.0},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748(网址:https://www.wikidata.org/wiki/Q7748)“,”display_name“:”Law“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1145/3415157“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S41523882“,”display_name“:”ACM事务从数据中发现知识“,”issn_l“:”1556-4681“,”isn“:[”1556-4781“,“1556-472X”],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P431031798“,”host_organization_name“:”计算机协会“,”host_organization_lineage“:[”https://openalex.org/P431031798“],”host_organization_lineage_names“:[”Association for Computing Machinery“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“http://arxiv.org/abs/2110.10347,“pdf_url”:http://arxiv.org/pdf/2110.10347,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:”http://arxiv.org/abs/2110.10347,“pdf_url”:http://arxiv.org/pdf/2110.10347,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[],”grants“:[{”资助者“:”https://openalex.org/F4320321001“,”funder_display_name“:”国家自然科学基金“,”award_id“:”61802140“}],”datasets“:[],”versions“:[],”referenced_works_count“:45,”referrenced_works“:[”https://openalex.org/W1540764732","https://openalex.org/W2007756016","https://openalex.org/W2017921654","https://openalex.org/W2022322548","https://openalex.org/W2046253692","https://openalex.org/W2048239613","https://openalex.org/W2057990742","https://openalex.org/W2060017626","https://openalex.org/W2070926294","https://openalex.org/W2090891622","https://openalex.org/W2103537693","https://openalex.org/W2105924489","https://openalex.org/W2114079787","https://openalex.org/W2149552406","https://openalex.org/W2167686991","https://openalex.org/W2187089797","https://openalex.org/W2294755503","https://openalex.org/W2387462954","https://openalex.org/W2405459681","https://openalex.org/W2558534012","https://openalex.org/W2607662938","https://openalex.org/W2743104969","https://openalex.org/W2783961799","https://openalex.org/W2788816357","https://openalex.org/W2798673265","https://openalex.org/W2808361044","https://openalex.org/W2809156873","https://openalex.org/W2859042744","https://openalex.org/W2903296288","https://openalex.org/W2903634148","https://openalex.org/W2904551296","https://openalex.org/W2962756421","https://openalex.org/W2962779748","https://openalex.org/W2962810718","https://openalex.org/W2962975498","https://openalex.org/W2998900284","https://openalex.org/W3087848149","https://openalex.org/W3098409608","https://openalex.org/W3103296573","https://openalex.org/W3104097132网址","https://openalex.org/W3104717349","https://openalex.org/W3105705953","https://openalex.org/W4244195804","https://openalex.org/W4291474301","https://openalex.org/W4299828299“],”related_works“:[”https://openalex.org/W4390394189","https://openalex.org/W2972997031","https://openalex.org/W2792706544","https://openalex.org/W2539013788","https://openalex.org/W2156699640","https://openalex.org/W2127243424","https://openalex.org/W2075222291","https://openalex.org/W2045265907","https://openalex.org/W2037504162","https://openalex.org/W1568451138“],”ngrams_url“:”https://api.openalex.org/works/W3112821822/ngrams“,”“abstract_inverted_index”:{“The”:[0151],“relationships”:[1],“between”:[2,49160],“objects”:[3],“in”:[4,65190],“a”:[5,40,44,53,99111],“network”:[6,32,71,77148],“are”:“:[7,80],”典型值:[8],“diversity”:[9],“and”:[10163],“complex,”:[11],“leading”:[12],“to”:[13,61,68,83105]146155168],“该”:[14,28,86,91107128134157164],“异质”:[15,29],“边”:[16,30],“有”:[17],“不同”:[18161],“语义”:[19],“信息”。“:[20109],“In”:[21,73],“this”:[22],“article”,“:[23],“we”:[24,51],“focus”:[2],“on”:[26178],“explorering”:[27],“for”:[31],“representation”:[33],“learning”。“:[34],”By“:[35],”considering“:[36],”each“:[37173],”relationship“:[38],”as“:[39],”view“:[41],”that“:[42182],”describes“:[43],”specific“:[45],”type“:%46],”of“:[47131136140172188],”proximation“:[48,88],”nodes“,”:[50],”suggest“:[52],”multi-stage“:[54112129],”非负“:[55141],“矩阵”:[56102113142],“因式分解”:[57114143],“(MNMF)“:[58],”模型“:[59],”承诺“:[60],”利用“:[62],”丰富“:[63],”信息“:[64149159171],”多个“:[66],”视图“:[67],”学习“:[69],”健壮“:[70],”表示。“:[72],”事实“:[74],”大多数“:[75],”现有“:[76],”嵌入“:[78],”方法“:[79],”紧密“:[81],”相关“:[82],”隐含“:[84],”因式分解“:[85],”复杂“:[87],”矩阵“:[89],”然而,“:[90],”近似“:[92125],”错误“:[93],”是“:[94103],”通常“:[95],”相当“:[96],”大,“:[97],”自“:[98],”单“:[100],”低阶“:[101],”不足”:[104],“捕获”:[106],“原始”:[108],“通过”:[110],“过程”:[115],“动机”:[116],“由”:[117],“梯度”:[118],“增强”:[119],“我们的”:[12083],“MNMF”:[121132],“模型”:[122184],“实现”:[123],“降低”:[124],“错误”。“:[126],”“同时,”:[127],“结构”:[130],“给出”:[133],“可行性”:[135],“设计”:[137],“两个”:[138],“种类”:[139],“(NMF)”:[144],“方式”:[145],“保存”:[147156169],“更好。“:[150],“联合”:[152],“NMF”:[153166],“目标”:[154167],“共识”:[158],“观点”,:[162],“独立”:[165],“独特”:[170],“看法”。“:[174],“具体”:[175],“实验”:[176],“结果”:[177],“现实”:[179],“数据集”:[180],“指示”:[181],“表现优异”:[185],“三”:[186],“类型”:[187],“基线”:[189],“实际”:[191],“应用程序”。“:[192]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3112821822“,”counts_by_year“:[{”年“:2023,”cited_by_count“:1}],”更新日期“:”2024-06-14T15:47:54.843995“,”创建日期“:“2020-12-21”}