{“id”:“https://openalex.org/W3148508936“,”doi“:”https://doi.org/10.4204/eptcs.259.2“,”title“:”ACCBench:比较因果算法的框架“,”display_name“:”AccCBench:A Framework for Comparising Causual Algorithms“,”publication_year“:2017,”publitation_date“:”2017-10-10“,”ids“:{”openalex“:”https://openalex.org/W3148508936“,”doi“:”https://doi.org/10.4204/eptcs.259.2“,”mag“:”3148508936“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:null,”pdf_url”:“https://arxiv.org/pdf/1710.05720,“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-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”arxiv“,”crossref“,”datacite“,”doaj“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://arxiv.org/pdf/1710.05720“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5069496244“,”display_name“:”Simon Rehwald“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I62916508“,”display_name“:”慕尼黑工业大学“,”ror“:”https://ror.org/02kkvpp62“,”country_code“:”DE“,”type“:”教育“,”血统“:[”https://openalex.org/I62916508“]}],”国家“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Simon Rehwald“,”raw _ afiliation_strings“:[“加兴慕尼黑理工大学信息学系”],”affiliations“:[{”raw_ afiliation _string“:”加兴慕妮黑理工学院信息学系“,”institution_ids“:[https://openalex.org/I62916508“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5029880089“,”display_name“:”Amjad Ibrahim“,”orcid“:null},”机构“:[],”国家“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Amjad Ibrahim“,”raw_affiation_strings“:[”.Munich,Germany“],”附属机构“:[{”raw_affiation_string“:”.Munich,Germany“,”institution_ids“:[]}]},{”author_position“:”middle“,”author“:”https://openalex.org/A5024651104“,”display_name“:”Kristian Beckers“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I62916508“,”display_name“:”慕尼黑工业大学“,”ror“:”https://ror.org/02kkvpp62“,”country_code“:”DE“,”type“:“教育”,”世系“:[”https://openalex.org/I62916508“]}],”国家“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Kristian Beckers“,”raw _ afiliation_strings“:[“.慕尼黑,德国”,“加兴慕尼黑理工大学信息学系”],”affiliations“:[{”raw _affiliation_string“:”.慕尼尼黑,“institution_ids”:[]},{“raw_affiliation _string”:“慕尼黑技术大学信息学系,加兴“,”institution_ids“:[”https://openalex.org/I62916508“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5002011805“,”display_name“:”Alexander Pretschner“,”orcid“:”https://orcid.org/0000-0002-5573-1201},“机构”:[{“id”:https://openalex.org/I62916508“,”display_name“:”慕尼黑工业大学“,”ror“:”https://ror.org/02kkvpp62“,”country_code“:”DE“,”type“:“教育”,”世系“:[”https://openalex.org/I62916508“]}],”国家“:[”DE“],”is_corresponding“:false,”raw_author_name“:”Alexander Pretschner“,”raw _ affiliation_strings“:[“.慕尼黑,德国”,“慕尼黑工业大学信息学系,加兴”],”affiliation“:[{”raw _affiliation_string“:”慕尼黑技术大学信息学部,加兴“,”institution_ids“:[https://openalex.org/I62916508“]},{”raw_affiliation_string“:”.Munich,Germany“,”institution_ids“:[]}]}],”countries_distiction_count“:1,”institutions_disticent_count”:1,“corresponding_author_ids”:[],”correspounding_institution_ids“:[]”,“apc_list”:{“value”:0,“currency”:“USD”,”value_USD“:0,”provenance“:”doaj“},”“apc_payed“:{”value“:”0,“货币”:“USD”,“value_USD”:0,“出处”:“doaj”},“has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:2,”cited_by_percentile_year“:{“min”:75,“max”:78},“biblio”:{”volume“:“259”,“issue”:null,“first_page”:“16”,“last_page”:“30”},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T12423“,”display_name“:”软件可靠性评估与预测“,”score“:0.9953,”subfield“:{”id“:”https://openalex.org/subfields/1712“,”display_name“:”软件“},”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/T12423“,”display_name“:”软件可靠性评估与预测“,”score“:0.9953,”subfield“:{”id“:”https://openalex.org/subfields/1712“,”display_name“:”软件“},”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/T10260“,”“display_name”:“软件工程实证研究”,“score”:0.9863,“subfield”:{“id”:“https://openalex.org/subfields/s710“,”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/T11512“,”“display_name”:“高维数据中的异常检测”,“score”:0.9816,“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/sensitity-analysis网站“,”display_name“:”敏感性分析“,”score“:0.530957},{”id“:”https://openalex.org/keywords/software-defect-pedition网站“,”display_name“:”软件缺陷预测“,”score“:0.501629}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.74529916},{”id“:”https://openalex.org/C185798385,“wikidata”:https://www.wikidata.org/wiki/Q161707“,”display_name“:”基准(测量)“,”level“:2,”score“:0.70580125},{”id“:”https://openalex.org/C64357122,“wikidata”:https://www.wikidata.org/wiki/Q1149766“,”display_name“:”因果关系(物理)“,”level“:2,”score“:0.6801245},{”id“:”https://openalex.org/C75553542,“wikidata”:https://www.wikidata.org/wiki/Q178161“,”display_name“:”先验和后验“,”level“:2,”score“:0.6700144},{”id“:”https://openalex.org/C63882131,“wikidata”:https://www.wikidata.org/wiki/Q7122954网址“,”display_name“:”优缺点“,”level“:2,”score“:0.49455258},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.47795725},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.36683935},{”id“:”https://openalex.org/C112930515,“wikidata”:https://www.wikidata.org/wiki/Q4389547“,”display_name“:”风险分析(工程)“,”level“:1,”score“:0.3271349},{”id“:”https://openalex.org/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“: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/C13280743,“wikidata”:https://www.wikidata.org/wiki/Q131089“,”display_name“:”大地测量学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111472728,“wikidata”:https://www.wikidata.org/wiki/Q9471“,”display_name“:”认识论“,”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/C205649164,“wikidata”:https://www.wikidata.org/wiki/Q1071“,”display_name“:”地理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190(网址:https://www.wikidata.org/wiki/Q11190)“,”display_name“:”Medicine“,”level“:0,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:null,”pdf_url”:“https://arxiv.org/pdf/1710.05720,“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-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:false,”landing_page_url“:”https://doaj.org/article/679adb304926491095095da1e04773b1f1c“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306401280“,”display_name“:”DOAJ(DOAJ:开放存取期刊目录)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_DOAJ“:false,”host_organization“:null,”host_organization_name“:null,“host_orgganization_lineage”:[],“host_orgganization _lineage_names”:[[],“type”:“repository”},“license”:null、“license_id”:null、“version”:null.、“is_accepted”:false、“is_published“:false},{”is_oa“:false,”landing_page_url“:”https://api.datacite.org/dois/10.48550/arxiv.1710.05720“,”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,”license_id“:null,”version“:null}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:null,”pdf_url“:”https://arxiv.org/pdf/1710.05720,“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-nc-nd”,“licence_id”:“https://openalex.org/licenses/cc-by-nc-nd“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”display_name“:”和平、正义和强大的制度“,”id“:”https://metadata.un.org/sdg/16“,”score“:0.6}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W2746345855","https://openalex.org/W3148508936“],”referenced_works_count“:15,”referrenced_works“:[”https://openalex.org/W1547624382","https://openalex.org/W1850984366","https://openalex.org/W1968042795","https://openalex.org/W2045518222","https://openalex.org/W2054353906","https://openalex.org/W2094837707","https://openalex.org/W2107934344","https://openalex.org/W2137819283","https://openalex.org/W2155524176","https://openalex.org/W2158698691","https://openalex.org/W2341759796","https://openalex.org/W2489673507","https://openalex.org/W2607355423","https://openalex.org/W3087067962","https://openalex.org/W3141317322“],”related_works“:[”https://openalex.org/W972276598","https://openalex.org/W4321353415","https://openalex.org/W4295769391","https://openalex.org/W2972220648","https://openalex.org/W2745001401","https://openalex.org/W2378211422","https://openalex.org/W2130974462","https://openalex.org/W2087343574","https://openalex.org/W2086519370","https://openalex.org/W2028665553“],”ngrams_url“:”https://api.openalex.org/works/W3148508936/ngrams网站“,”“abstract_inverted_index”:{“Modern”:[0],“social-technical”:[1],“systems”:[2,14],“are”:[3,15],“increased”:[4],”复杂.A“:[5],”基本“:[6],“problem”:[7],“is”:[8,37,82212],“that”:[9,94162190],“the”:[10,40,711,74111156163166199205209],“borders”:[11],“of”:[12,73110122131138150158 165170],“这样”:[13],“经常”:[16],“不”:[17,38],“定义明确的“:[18],”先验“:[19],”其中“:[20144],”中间“:[21],”其他“:[22],”问题“:[23],”可以“:[24],“引导”:[25],”到“:[26,47,96179203],”不需要的“:[27,31],”行为“:[28,32],”期间“:[29],“运行时”。理想情况下,“:[30]”、“should”:[33191]、“be”:[34,45192]、“prevented”。如果“:[35],“this”:[36,86],“possible”:[39],“system”:[41],“shall”:[42],“at”:[43],“least”:[44],“able”:[46],“help”:[48],“determine”:[49],“potential”:[50],“cause”:[51],“a-posterrori”:[52],“identify”:[53],“responsible”:[54],“parties”:[55],“and”:[56,80,98117148207],“make”:[57],“them”:[58],“accountable”:[59],“for”:[60],“this”:[61,78176],“behavior”。最近,“:[62],”多个“:[63],”算法“:[64101114152167],”寻址“:[65],”这些“:[66],”概念“:[67130],”have“:[68],”been“:[69],”被提出。然而,“:[70],“适用性”:[72],“对应”:[75],“方法”:[76],“具体”:[77],“效力”:[79164],“性能”:[81],“主要”:[83],“未知”。因此,“:[84],”in“:[85168],”paper“:[87],”we“:[88106133160],”propose“:[89],”ACCBench“:[90],”a“:[91103123135],”benchmark“:[92],”tool“:[93],”allows“:[95],“compare”:[97],”evaluate“:[99],”causivery“:[100113],”under“:[102153],”consistent“:[104],”setting。此外,“:[105],”贡献“:[107],”一个“:[108139],”实现“:[109],”两个“:+112],”由“:[115],”[7]“:[116],”“[6]”:[118],”作为“:[119121173175],”好“:[120174],”政策“:[124],”遵守“:[125],”方法“:[126],”基于“:[127],”关于“:[128186],”一些“:[129180187],”[16]。最后,“:[132],“行为”:[134],“案例”:[136211],“研究”:[137],“智能”:[140],“门”:[141],“控制”:[142],“系统”:[143],“暴露”:[145],“具体”:[146],“优势”:[147],“弱点”:[149],“全部”:[151],“不同”:[154],“方面”。在“:[155],“课程”:[157],“本”,:[159],“显示”:[161],“术语”:[169],“原因”:[171],“检测”:[172],“性能”:[177],“差异”:[178],“程度”中。在“:[181],“addition,”:[182],“our”:[183],“analysis”:[184],“reports”:[185],“qualitical”:[188],“aspects”:[1],“considered”:[193],“when”:[194],“evaluation”:[195],“each”:[196],“algorithm”中。对于“:[197],”示例,“:[198],”人类“:[200],”努力“:[201],”需要“:[202],”配置“:[204],”算法“:[206],”模型“:[208],”使用“:[210],”分析。“:[213]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3148508936“,”counts_by_year“:[{”年“:2018,”cited_by_count“:2}],”更新日期“:”2024-06-17T17:34:02.129070“,”创建日期“:“2021-04-13”}