{“id”:“https://openalex.org/W313305202“,”doi“:”https://doi.org/10.1613/jair.1.14277“,”title“:”Information Lattice Learning“,”display_name“:”Information Lattice Learning“,”publication_year“:2023,”publication_date“:”2023-07-13“,”ids“:{”openalex“:”https://openalex.org/W313305202“,”doi“:”https://doi.org/10.1613/jair.1.14277“,”mag“:”3131305202“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1613/jair.1.14277,“pdf_url”:https://www.jair.org/index.php/jair/article/download/14277/26949,“源”:{“id”:https://openalex.org/S139930977“,”display_name“:”人工智能研究杂志/\u0098The \u009c Journal of artificial intelligence research“,”issn_l“:”1076-9757“,”isn“:[”1076-97“,”1943-5037“],”is_oa“:true,”is-in_doaj“:true,”host_organization“:”https://openalex.org/P4310315760“,”“host_organization_name”:“AI Access Foundation”,“host_organization_lineage”:[“https://openalex.org/P4310315760“],”host_organization_lineage_names“:[”AI Access Foundation“],”type“:”journal“},”license“:”发行商特定oa“,”license_id“:”https://openalex.org/licenses/publisher-specific-oa“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://www.jair.org/index.php/jair/article/download/14277/26949“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5086689023“,”display_name“:”Haizi Yu“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I40347166“,”display_name“:”芝加哥大学“,”ror“:”https://ror.org/024mw5h28“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I40347166“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Haizi Yu“,”raw_affiliation_strings“:[“a:1:{s:5:”en_US\“”,“s:21:\“芝加哥大学”,“}”],”从属关系“:[{”raw_affiliation_string“:”a:1:}s:\“en_US\”,“institution_ids”:[]},{“raw_affiliiation_string”tion_string“:”s:21:\“芝加哥大学”“,”institution_ids“:[”https://openalex.org/I40347166“]},{”raw_affiliation_string“:”}“,”institution_ids“:[]}]}”,{“作者位置”:“中间”,“作者”:{“id”:“https://openalex.org/A5076633756“,”display_name“:”James A.Evans“,”orcid“:”https://orcid.org/0000-0001-9838-0707“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”James A.Evans“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5065423139“,”display_name“:”Lav R.Varshney“,”orcid“:”https://orcid.org/0000-0003-2798-5308“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Lav R.Varshney“,”raw关联字符串“:[],“附属关系”:[]}],“国家区分计数”:1,“机构区分计数”:1,“对应作者标识”:[]USD“:0,”来源“:”doaj“},”apc_pay“:{”value“:0,”currency“:”USD“,”value_USD“:0”,“provenance”:“doaj”},“fwci”:null,“has_fulltext”:true,“fulltext_origin”:“pdf”,“cited_by_count”:3,“cited_by_percentile_year”:{“min”:91,“max”:93},”biblio“volume”:”:“77”,“issue”:nul,“first_page”:“971”,“lastage”:“1019”},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T11948“,”“display_name”:“通过信息学加速材料创新”,“score”:0.9643,“subfield”:{“id”:“https://openalex.org/subfields/2505“,”display_name“:”材料化学“},”字段“:{”id“:”https://openalex.org/fields/25“,”display_name“:”材料科学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T11948“,”“display_name”:“通过信息学加速材料创新”,“score”:0.9643,“subfield”:{“id”:“https://openalex.org/subfields/2505“,”display_name“:”材料化学“},”字段“:{”id“:”https://openalex.org/fields/25“,”display_name“:”材料科学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10211“,”“display_name”:“药物发现中的计算方法”,“score”:0.9162,“subfield”:{“id”:“https://openalex.org/subfields/1703“,”display_name“:”计算理论与数学“},”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/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9059,”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/backpropagation-learning网站“,”display_name“:”反向传播学习“,”score“:0.49626}],”concepts“:[{”id“:”https://openalex.org/C2781067378,“wikidata”:https://www.wikidata.org/wiki/Q17027399“,”display_name“:”可解释性“,”level“:2,”score“:0.8487946},{”id“:”https://openalex.org/C190502265,“wikidata”:https://www.wikidata.org/wiki/Q17069496“,”display_name“:”MNIST数据库“,”level“:3,”score“:0.6606053},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.62588793},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.6166297},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5292686},{”id“:”https://openalex.org/C31170391,“wikidata”:https://www.wikidata.org/wiki/Q188619“,”display_name“:”Hierarchy“,”level“:2,”score“:0.47162437},{”id“:”https://openalex.org/C37228920,“wikidata”:https://www.wikidata.org/wiki/Q1307600“,”display_name“:”体验式学习“,”level“:2,”score“:0.4615377},{”id“:”https://openalex.org/C59404180,“wikidata”:https://www.wikidata.org/wiki/Q17013334“,”display_name“:”功能学习“,”level“:2,”score“:0.42490292},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”任务(项目管理)“,”级别“:2,”分数“:0.42363012},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.40204865},{”id“:”https://openalex.org/C188147891,“wikidata”:https://www.wikidata.org/wiki/Q147638“,”display_name“:”认知科学“,”level“:1,”score“:0.36537442},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.28463662},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.20226693},{”id“:”https://openalex.org/C15744967,“wikidata”:https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.17618492},{”id“:”https://openalex.org/C145420912,“wikidata”:https://www.wikidata.org/wiki/Q853077“,”display_name“:”数学教育“,”level“:1,”score“:0.11105567},{”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/C34447519,“wikidata”:https://www.wikidata.org/wiki/Q179522“,”display_name“:”市场经济“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C187736073,“wikidata”:https://www.wikidata.org/wiki/Q2920921“,”display_name“:”Management“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:1.”locations“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1613/jair.1.14277,“pdf_url”:https://www.jair.org/index.php/jair/article/download/14277/26949,“源”:{“id”:https://openalex.org/S139930977“,”display_name“:”人工智能研究杂志/\u0098The \u009c Journal of artificial intelligence research“,”issn_l“:”1076-9757“,”isn“:[”1076-97“,”1943-5037“],”is_oa“:true,”is-in_doaj“:true,”host_organization“:”https://openalex.org/P4310315760“,”“host_organization_name”:“AI Access Foundation”,“host_organization_lineage”:[“https://openalex.org/P4310315760“],”host_organization_lineage_names“:[”AI Access Foundation“],“type”:“journal”},“license”:“publisher-specific-oa”,“licence_id”:“https://openalex.org/licenses/publisher-specific-oa“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1613/jair.1.14277,“pdf_url”:https://www.jair.org/index.php/jair/article/download/14277/26949,“源”:{“id”:https://openalex.org/S139930977“,”display_name“:”人工智能研究杂志/\u0098 \u009c人工智能研究杂志“,”issn_l“:”1076-9757“,”issn“:[”1076-9757“,”1943-5037“],”is_oa“:true,”is_in_doaj“:true,”host_organization“:”https://openalex.org/P4310315760“,”“host_organization_name”:“AI Access Foundation”,“host_organization_lineage”:[“https://openalex.org/P4310315760“],”host_organization_lineage_names“:[”AI Access Foundation“],“type”:“journal”},“license”:“publisher-specific-oa”,“licence_id”:“https://openalex.org/licenses/publisher-specific-oa“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”score“:0.77,”display_name“:”素质教育“,”id“:”https://metadata.un.org/sdg/4“}],”grants“:[],”dataset“:[],”versions“:[],”referenced_works_count“:0,”referenced_works“:[],”related_works“:[”https://openalex.org/W4229079080","https://openalex.org/W4213225422","https://openalex.org/W4206534706","https://openalex.org/W4205364923","https://openalex.org/W3191046242","https://openalex.org/W3112971521","https://openalex.org/W3012234327","https://openalex.org/W3006943036","https://openalex.org/W2963041618","https://openalex.org/W2787767549“],”ngrams_url“:”https://api.openalex.org/works/W131305202/ngrams“,”“abstract_inverted_index”:{“We”:[0143168],“propose”:[1],“Information”:[2],“Lattice”:[3],“Learning”:[4],“(ILL)”:[5],“as”:[6178180],“a”:[7,14,20,26,29,63,66,74181194],“general”:[8],“framework”:[9],“to”:[10,33,69,86,95129151],“learn”:[11],“rules”:[12,60,93],“of”:[13,48109183],“signal”:[15,31],“(例如,”:[16,77],“an”:[17122],“image”:[18],“或“:[19193],”概率“:[21],”分布)。“:[22],”在“:[23],”我们的“:[24],”定义,“:[25],”规则“:[27],”是“:[28,84135],”粗化“:[30],”使用“:[32],”帮助“:[34130],”us“:[35],”增益“:[36],”一“:[37192],”可解释“:[38],”洞察力“:[39],”关于“:[40],”the“:[41,52105116],”原始“:[42],”信号。“:[43],”To“:[44],”make“:[45],”full“:[46],”sense“:[47],”what“:[49],”might“:[50],”govern“:[51],”signal\u2019s“:[53],”intrinsic“:[54],”structure“,”:[55],“we”:[56],64],“称为”:[65],“格。“:[67],“比较”:[68],“表示/规则学习”:[70],“模型”:[71],“优化”:[72],“用于”:[73],“特定”:[75],“任务”:[76],“分类),“:[78],“ILL”:[79150],“焦点”:[80],“on”:[81136174],“可解释性:”:[82],“it”:[83114],“设计”:[85128],“模拟”:[87],“人类”:[88],”经验”:[89],“学习”:[90],“和“:[91100107111157162172176],”发现“:[92],”同类“:[94],”那些“:[96],”人类“:[97131],”可以“:[98],”提取“:[99152],”理解。“:[101],”This“:[102],”paper“:[103],”details“:[104],”math“:[106],”algorithms“:/108],”ILL“:[110],”illustings“:%11],”how“:[113],”addresses“:[115],”basic“:[117],”question“:[118],”\u201cwhat“:[119],”makes“:%120],”X“:[121138],”X\u201d“:[123],”by“:[124],”creating“:[125],“基于规则”:[126],“解释”:[127],“理解。“:[132],“我们的”:[133],“焦点”:[134],“解释”:[137],“不是”:[139],“而是”:[140],“(重新)生成”:[141],“它。”:[142],“现在”:[144],“应用”:[145],“知识”:[147],“发现”:[148],“使用”:[149190],“音乐”:[153],“理论”:[154],“来自”:[155160],“分数”:[156],“化学”:[158],“定律”:[159],“分子”:[161],“进一步”:[163],“揭示”:[164],“连接”:[165],“介于”:[166],“它们。”:[167],“显示”:[169],“ILL\u2019s”:[170],“功效”:[171],“可解释性”:[173],“基准”:[175],“评估”:[177],“好”:[179],“演示”:[182],“增强ILL”:[184],“分类器”:[185],“实现”:[186],“人的水平”:[187],“数字”:[188],“识别“:[189],“仅”:[191],“少数”:[195],“MNIST”:[196],“训练”:[197],“示例”:[198],“(1\u201310”:[199],“per”:[200],“类)。”:[201]},“cited_by_api_url”:“https://api.openalex.org/works?filter=cites:W31131305202“,”counts_by_year“:[{”年份“:2022,”cited_by_count“:2},{”年“:2021,”cited_by_count”:1}],”更新日期“:“2024-06-22T05:44:28.169957”,”创建日期“:”2021-03-01“}”