{“id”:“https://openalex.org/W4320561068“,”doi“:”https://doi.org/10.48550/arxiv.2211.02092“,”title“:”Making Machine Learning Dataset and Models FAIR for HPC:A Methodology and Case Study“,”display_name“:”Making Machone Learnation Dataset and Models FAIR:A Methoody and Case-Study”,“publication_year”:2022,“publiction_date”:“2022-01-01”,“ids”:{“openalex”:“https://openalex.org/W4320561068“,”doi“:”https://doi.org/10.48550/arxiv.2211.02092“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2211.02092“,”pdf_url“:空,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2211.02092“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5035121838“,”display_name“:”Pei\u2010Hung Lin“,”orcid“:”https://orcid.org/0000-0003-4977-814X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Lin,Pei-Hung“,”raw _ affiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5034222191“,”display_name“:”Chunhua Liao“,”orcid“:”https://orcid.org/0000-0001-6477-0547“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”廖春华“,”raw_affiliation_strings“:[],“隶属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5058896117“,”display_name“:”Winson Chen“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Chen,Winson“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5044003518“,”display_name“:”Tristan Vanderbruggen“,”orcid“:”https://orcid.org/0000-0003-0609-3925“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Vanderbruggen,Tristan“,”raw_affiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5014448094“,”display_name“:”Murali Emani“,”orcid“:”https://orcid.org/0000-0002-6279-0007“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Emani,Murali“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5011296252“,”display_name“:”Hailu Xu“,”orcid“:”https://orcid.org/0000-0001-6763-7098“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Xu,Hailu”,“raw_affiliation_strings”:[]_fulltext“:false,”cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”,“max”:67},“biblio”:{“volume”:null,“issue”:nul,“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T11986“,”“display_name”:“科学工作流的管理和再现性”,“score”:0.9976,“subfield”:{“id”:“https://openalex.org/subfields/1802“,”display_name“:”信息系统和管理“},”字段“:{”id“:”https://openalex.org/fields/18“,”display_name“:”Decision Sciences“},”domain“:{”id“:”https://openalex.org/domains/2“,”display_name“:”社会科学“}},”主题“:[{”id“:”https://openalex.org/T11986“,”“display_name”:“科学工作流的管理和再现性”,“score”:0.9976,“subfield”:{“id”:“https://openalex.org/subfields/1802“,”display_name“:”信息系统和管理“},”字段“:{”id“:”https://openalex.org/fields/18“,”display_name“:”Decision Sciences“},”domain“:{”id“:”https://openalex.org/domains/2“,”“display_name”:“社会科学”}},{”id“:”https://openalex.org/T11937“,”display_name“:”科学数据共享与管理“,”score“:0.9801,”subfield“:{”id“:”https://openalex.org/subfields/1710“,”display_name“:”Information Systems“},”field“:{”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/T11181“,”display_name“:”分布式存储系统和网络编码“,”score“:0.9735,”subfield“:{”id“:”https://openalex.org/subfields/1705“,”display_name“:”计算机网络和通信“},”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/fair-principles网站“,”display_name“:”公平原则“,”score“:0.640381}],”概念“:[{”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“:0.83008885},{”id“:”https://openalex.org/C93518851,“wikidata”:https://www.wikidata.org/wiki/Q180160“,”display_name“:”元数据“,”级别“:2,”分数“:0.6981088},{”id“:”https://openalex.org/C20136886,“wikidata”:https://www.wikidata.org/wiki/Q749647“,”display_name“:”互操作性“,”level“:2,”score“:0.69731975},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5208924},{”id“:”https://openalex.org/C137981799,“wikidata”:https://www.wikidata.org/wiki/Q1369184“,”display_name“:”可重用“,”level“:3,”score“:0.46929723},{”id“:”https://openalex.org/C36503486,“wikidata”:https://www.wikidata.org/wiki/Q11235244网址“,”display_name“:”领域(数学分析)“,”级别“:2,”分数“:0.4566045},{”id“:”https://openalex.org/C2780560020,“wikidata”:https://www.wikidata.org/wiki/Q79719“,”display_name“:”License“,”level“:2,”score“:0.4482357},{”id“:”https://openalex.org/C154504017,“wikidata”:https://www.wikidata.org/wiki/Q853614“,”display_name“:”标识符“,”级别“:2,”分数“:0.42565396},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.41174364},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.36166018},{”id“:”https://openalex.org/C23123220,“wikidata”:https://www.wikidata.org/wiki/Q816826“,”display_name“:”信息检索“,”level“:1,”score“:0.36126375},{”id“:”https://openalex.org/C2522767166,“wikidata”:https://www.wikidata.org/wiki/Q2374463“,”display_name“:”数据科学“,”level“:1,”score“:0.35930687},{”id“:”https://openalex.org/C115903868,“wikidata”:https://www.wikidata.org/wiki/Q80993“,”display_name“:”软件工程“,”level“:1,”score“:0.32601887},{”id“:”https://openalex.org/C136764020,“wikidata”:https://www.wikidata.org/wiki/Q466“,”display_name“:”万维网“,”级别“:1,”分数“:0.29887953},{”id“:”https://openalex.org/C2777904410,“wikidata”:https://www.wikidata.org/wiki/Q7397“,”display_name“:”软件“,”级别“:2,”分数“:0.092332244},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”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“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2211.02092“,”pdf_url“:空,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:false,”landing_page_url“:”https://api.datacite.org/dois/10.48550/arxiv.2211.02092“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2211.02092“,”pdf_url“:空,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”版本“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”可持续发展目标“:[],”授予“:[],”数据集“:[],”版本“:[],”referenced_works_count“:0,”referenced_works“:[],”related_works“:[”https://openalex.org/W4282938614","https://openalex.org/W2906929912","https://openalex.org/W2621742671","https://openalex.org/W2606446052","https://openalex.org/W2392768766","https://openalex.org/W2350686889","https://openalex.org/W2129965124","https://openalex.org/W2099755394","https://openalex.org/W2036021480","https://openalex.org/W1965839502“],”ngrams_url“:”https://api.openalex.org/works/W4320561068/ngrams“,”“abstract_inverted_index”:{“The”:[0116],“FAIR”:[1,62],“Guiding”:[2],“Principles”:[3],“aim”:[4],“to”:[5,54,86,91,95112135],“improve”:[6,87123],“The”:[7,34119124136],“findability”:[8],“accessibility”:[9],“interoperability”,“:[10],”和“:[11,41,58,68102126],“重用性”:[12],“共”:[13,3613139],“数字”:[14],“内容”:[15],“通过“:[16,82],“制造”:[17],“他们”:[18],“两者”:[19],“人类”:[20],“机器”:[22,37,59],“可操作”。“:[23],”“然而,”:[24],“这些”:[25],“原则”:[26],“有”:[27],“没有”:[28],“尚未”:[29],“已”:[30],“广泛”:[31],“采用”:[32],“in”:[33],“域”:[35],“基于学习”:[38],“程序”:[39],“分析”:[40],“优化”:[42],“for”:[43,78],“高性能”:[44],“计算”:[45],“(HPC)。“:[46],”In“:[47],”this“:[48],”paper“:[49],”we“:[00106],”design“:-51],”a“:[52,74108],”methodology“:[53,72120],”make“:[55],”HPC“:[56],”dataset“:[57],”learning“:[60],”models“:[61],”after“:[63],”investing“:[64],”existing“:[65],”FAIRness“:[66,88128],“评估”:[67,77],“改进”:[69],“技术”。“:[70],“我们的”:[71],“包括”:[73],“综合”:[75],“定量”:[76],“当选”:[79],“数据”:[80],“紧跟”:[81],“具体”:[83],“可操作”:[84],“建议”:[85],“有”:[89],“尊重”:[90],“共同”:[92],“问题”:[93],“相关”:[94],“持久”:[96],“标识符”:[97],“丰富”“:[98],”元数据“:[99],”描述“:[100],”许可证“:[101],”出处“:[103],”信息。“:[104],”“此外,”:[105],“选择”:[107],“代表”:[109],“训练”:[110],“数据集”:[11125],“评估”:[113],“我们的”:[114],“方法论。“:[115],”实验“:[117],”显示“:[118],”可以“:[121],”有效“:[122],”模型“:[127],”来自“:[129],”an“:[130],”初始“:[131],”分数“:[132138],”19.1%“:[134],”最终“:[137],”83.0%。“:[140]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4320561068“,”counts_by_year“:[],”updated_date“:”2024-06-22T06:05:51.506591“,”created_date:“2023-02-15”}“