{“id”:“https://openalex.org/W2792822847“,”doi“:”https://doi.org/10.109/iisa.2017.8316443“,”title“:”模糊认知地图预测方法综述“,”display_name“:”fuzzy cognitive maps预测方法综述”,“publication_year”:2017,“publitation_date”:“2017-08-01”,“ids”:{“openalex”:“https://openalex.org/W2792822847“,”doi“:”https://doi.org/10.109/iisa.2017.8316443“,”mag“:”2792822847“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/iisa.2017.8316443“,”pdf_url“:null,”source“:null,”license“:null',”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:“procesdings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:false,”oa_status“:”closed“,”oa_url”:null“,”any_repository_has_fulltext“:false}”,”authorships“:[{”author_position“:”first“,”作者“:{”id“:”https://openalex.org/A5043914661“,”display_name“:”Mohammed A.Al-Gunaid“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210147226“,”display_name“:”伏尔加格勒州立农业大学“,”ror“:”https://ror.org/04enaaj19“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210147226“]},{”id“:”https://openalex.org/I4210140902“,”display_name“:”伏尔加格勒州立技术大学“,”ror“:”https://ror.org/041szz343“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210140902“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Mohammed A.Al-Gunaid“,”raw _ afiliation_strings“:[“俄罗斯伏尔加格勒伏尔加格勒州立农业大学伏尔加格勒州立技术大学”],”affiliations“:”伏尔加格勒国立技术大学,伏尔加格勒国立农业大学,俄罗斯伏尔加格勒“,”institute_ids“:[”https://openalex.org/I4210147226","https://openalex.org/I4210140902“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5063677260“,”display_name“:”Maxim Shcherbakov“,”orcid“:”https://orcid.org/0000-0001-7173-4499},“机构”:[{“id”:https://openalex.org/I4210147226“,”display_name“:”伏尔加格勒州立农业大学“,”ror“:”https://ror.org/04enaaj19“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210147226“]},{”id“:”https://openalex.org/I4210140902“,”display_name“:”伏尔加格勒州立技术大学“,”ror“:”https://ror.org/041szz343“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210140902“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Maxim V.Shcherbakov“,”raw _ afiliation_strings“:[“俄罗斯伏尔加格勒伏尔加格勒州立农业大学伏尔加格勒州立技术大学”],”afiliations“:[{”raw _affiliation_string“:”伏尔加格勒州立技术大学,伏尔加格雷州立农业大学,俄罗斯伏尔加格莱德“,“institution_ids”:[“https://openalex.org/I4210147226","https://openalex.org/I4210140902“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5091013464“,”display_name“:”Konstantin S.Zadiran“,”orcid“:”https://orcid.org/0000-0003-3898-7691},“机构”:[{“id”:https://openalex.org/I4210147226“,”display_name“:”伏尔加格勒州立农业大学“,”ror“:”https://ror.org/04enaaj19“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210147226“]},{”id“:”https://openalex.org/I4210140902“,”display_name“:”伏尔加格勒州立技术大学“,”ror“:”https://ror.org/041szz343“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210140902“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Konstantin S.Zadiran“,”raw _ afiliation_strings“:[“俄罗斯伏尔加格勒伏尔加格雷州立农业大学伏尔加格拉州立技术大学”],”afiliations“:[{”raw _affiliation_string“:”伏尔加格勒州立技术大学,伏尔加格雷州立农业大学,俄罗斯伏尔加格莱德“,“institution_ids”:[“https://openalex.org/I4210147226","https://openalex.org/I4210140902“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5019886364“,”display_name“:”Aleksej Vladimirovich Melikov“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210147226“,”display_name“:”伏尔加格勒州立农业大学“,”ror“:”https://ror.org/04enaaj19“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210147226“]},{”id“:”https://openalex.org/I4210140902“,”display_name“:”伏尔加格勒州立技术大学“,”ror“:”https://ror.org/041szz343“,”country_code“:”RU“,”type“:“教育”,”世系“:[”https://openalex.org/I4210140902“]}],”国家“:[”RU“],”is_corresponding“:false,”raw_author_name“:”Aleksej V.Melikov“,”raw _ afiliation_strings“:[“伏尔加格勒州立技术大学,伏尔加格拉德州立农业大学,俄罗斯伏尔加格雷德”],”afiliations“:[{”raw _affiliation_string“:”伏尔加grad州立技术大学机构ID“:[”https://openalex.org/I4210147226","https://openalex.org/I4210140902“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:2,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:null,”apc_payed“:null、”fwci“:0.204、“has_fulltext”:true,“fulltext_origin”:“ngrams”,“cited_by_count):7,”cited_by_percentile_year“:{”min“:85,”max“:86},”biblioi“:{”volume“:null,”issue“:nul,”first_page“:null,”last_page“:null},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T12805“,”“display_name”:“模糊认知图在建模中的应用”,“score”:0.9999,“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/T12805“,”“display_name”:“模糊认知图在建模中的应用”,“score”:0.9999,“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/fuzzy-cognitive-maps网站“,”display_name“:”模糊认知地图“,”score“:0.626643}],”concepts“:[{”id“:”https://openalex.org/C5041914,“wikidata”:https://www.wikidata.org/wiki/Q5511107“,”display_name“:”模糊认知图“,”level“:5,”score“:0.8262185},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7106626},{”id“:”https://openalex.org/C58166,“wikidata”:https://www.wikidata.org/wiki/Q224821“,”display_name“:”模糊逻辑“,”level“:2,”score“:0.5557169},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5379646},{”id“:”https://openalex.org/C8880873,“wikidata”:https://www.wikidata.org/wiki/Q187787“,”display_name“:”遗传算法“,”level“:2,”score“:0.49920893},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.4922973},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.46592614},{”id“:”https://openalex.org/C29470771,“wikidata”:https://www.wikidata.org/wiki/Q4165150“,”display_name“:”Neuro-fuzzy“,”level“:4,”score“:0.3145097},{”id“:”https://openalex.org/C195975749,“wikidata”:https://www.wikidata.org/wiki/Q1475705“,”display_name“:”模糊控制系统“,”level“:3,”score“:0.25983244}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/iisa.2017.8316443“,”pdf_url“:null,”source“:null,”license“:null:”license_id“:nuld,”version“:null,”is_accepted“:false,”is_published“:false}],”best_oa_location“:nul,”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/15“,”score“:0.6,”display_name“:”陆地上的生命“}],”grants“:[],”dataset“:[],”versions“:[],”referenced_works_count“:9,”referenced_works“:[”https://openalex.org/W1958951173","https://openalex.org/W1995450784","https://openalex.org/W2066031679","https://openalex.org/W2081232506","https://openalex.org/W2095224843","https://openalex.org/W2107259654","https://openalex.org/W2182574501","https://openalex.org/W2183936775","https://openalex.org/W2469672143“],”related_works“:[”https://openalex.org/W2991207020","https://openalex.org/W2777396095","https://openalex.org/W2617561368","https://openalex.org/W2372922208","https://openalex.org/W2365224437","https://openalex.org/W2145925682","https://openalex.org/W2063798559","https://openalex.org/W1982418457","https://openalex.org/W1661487699","https://openalex.org/W1491151750“],”ngrams_url“:”https://api.openalex.org/works/W2792822847/ngrams网站“,”“abstract_inverted_index”:{“There”:[0,46],“are”:[1,47,59],“a”:[2,29,41,48,82],“lot”:[3,49],“of”:[4,12,34,50,84,96114],“forecasting”:[5,90105121],“methods”:[6,52,91106],“developed”:[7,37],“till”:[8],“current”:[9,97],“time.”:[10],“All”:%11],“them”:[13,57115],“have”:[14],“their”:[15],“own”:[16],“advantages”:[17],“and”:[18,70110118125]缺点。“:[19],”To“:[20],”decise“:[21],”which“:[22,64,72],”method“:[23,63,71],”fits“:[24],”into“:[25],”the“:[26,35],”sequent“:[27],”situation“:[28],”comparison“:[30,83],”is“:[31,40,65,73,92,99],”required。“:[32],”一“:[33],”高度“:[36],”趋势“:[38],”现在“:[39],”模糊“:[42,86102],”认知“:[43,87103],”地图“:[44,88104],”预测。“:[45],”新“:[51],”曾经“:[53],”最近“:[54],”提议。“:[55],”中间“:[56],”那里“:[58],”多步骤“:[60],”梯度“:[61],”方法“:[62],”使用“:[66,74],”实数编码“:[67],”遗传“:[68,77],”算法“:[69],”结构“:[75],”优化“:[76],”运算法则。“:[78],”In“:[79],”this“:[80],”paper“:[81,98],”several“:[85],”多维“:[89],”provided。“:[93],“主”:[94],“目的”:[95],“to”:[100107111116],“比较”:[10112],“每个”:[108],“其他”:[109],“全部”:[113],“流行”:[117],“广泛”:[119],“传播”:[120],“方法:”:[122],“线性”:[123],“回归”:[124],“随机”:[126],“森林”。“:[127]},”cited_by_api_url“:”https://api.openalex.org/works?filter=引用:W2792822847“,”counts_by_year“:[{“年份”:2023,”cited_by_count“:2},{“年”:2022,”ciped_by_cunt“:2%n,{”年份“:2021,”cited_by_count”:1},“年份”:2019,”citecd_by_count“:1}