{"id":"https://openalex.org/W4210615051","doi":"https://doi.org/10.1109/tem.2022.3140291","title":"Development of Dynamic Balanced Scorecard Using Case-Based Reasoning Method and Adaptive Neuro-Fuzzy Inference System","display_name":"Development of Dynamic Balanced Scorecard Using Case-Based Reasoning Method and Adaptive Neuro-Fuzzy Inference System","publication_year":2022,"publication_date":"2022-01-27","ids":{"openalex":"https://openalex.org/W4210615051","doi":"https://doi.org/10.1109/tem.2022.3140291"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2022.3140291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3140291","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113137823","display_name":"Ehsan Khanmohammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsan Khanmohammadi","raw_affiliation_strings":["Faculty of Management, Department of Industrial Management, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Department of Industrial Management, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050984581","display_name":"Hossein Safari","orcid":"https://orcid.org/0000-0001-9232-1319"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Safari","raw_affiliation_strings":["Faculty of Management, Department of Industrial Management, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Department of Industrial Management, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017636547","display_name":"M. Zandieh","orcid":"https://orcid.org/0000-0003-1209-9514"},"institutions":[{"id":"https://openalex.org/I48379061","display_name":"Shahid Beheshti University","ror":"https://ror.org/0091vmj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I48379061"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mostafa Zandieh","raw_affiliation_strings":["Faculty of Management and Accounting, Department of Industrial Engineering, Shahid Beheshti University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management and Accounting, Department of Industrial Engineering, Shahid Beheshti University, Tehran, Iran","institution_ids":["https://openalex.org/I48379061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011762896","display_name":"Behnam Malmir","orcid":"https://orcid.org/0000-0003-1771-9751"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behnam Malmir","raw_affiliation_strings":["Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003847848","display_name":"Erfan Babaee T\u0131rkolaee","orcid":"https://orcid.org/0000-0003-1664-9210"},"institutions":[{"id":"https://openalex.org/I4210121333","display_name":"Istinye University","ror":"https://ror.org/03081nz23","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210121333"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erfan Babaee Tirkolaee","raw_affiliation_strings":["Department of Industrial Engineering, Istinye University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-1664-9210","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Istinye University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210121333"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7166,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93194836,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"71","issue":null,"first_page":"899","last_page":"912"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10797","display_name":"Accounting and Organizational Management","score":0.723800003528595,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10797","display_name":"Accounting and Organizational Management","score":0.723800003528595,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.6312000155448914,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/balanced-scorecard","display_name":"Balanced scorecard","score":0.856968343257904},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7828724384307861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6522180438041687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.527458906173706},{"id":"https://openalex.org/keywords/vision","display_name":"Vision","score":0.5076795816421509},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49090105295181274},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.4812483489513397},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4655141830444336},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41664227843284607},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4108726382255554},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.41078561544418335},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3607672154903412},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3536760210990906},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23766371607780457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20827043056488037},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0974239706993103}],"concepts":[{"id":"https://openalex.org/C199004533","wikidata":"https://www.wikidata.org/wiki/Q210127","display_name":"Balanced scorecard","level":2,"score":0.856968343257904},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7828724384307861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6522180438041687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.527458906173706},{"id":"https://openalex.org/C133979268","wikidata":"https://www.wikidata.org/wiki/Q1682108","display_name":"Vision","level":2,"score":0.5076795816421509},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49090105295181274},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4812483489513397},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4655141830444336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41664227843284607},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4108726382255554},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.41078561544418335},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3607672154903412},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3536760210990906},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23766371607780457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20827043056488037},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0974239706993103},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2022.3140291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2022.3140291","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W11130528","https://openalex.org/W177439293","https://openalex.org/W204532151","https://openalex.org/W1481365628","https://openalex.org/W1520951946","https://openalex.org/W1585451227","https://openalex.org/W1861404590","https://openalex.org/W1968530901","https://openalex.org/W1985754593","https://openalex.org/W2037769890","https://openalex.org/W2063116415","https://openalex.org/W2113150302","https://openalex.org/W2124330215","https://openalex.org/W2125828638","https://openalex.org/W2127532259","https://openalex.org/W2140306053","https://openalex.org/W2146797356","https://openalex.org/W2150713197","https://openalex.org/W2152850068","https://openalex.org/W2154850365","https://openalex.org/W2163302497","https://openalex.org/W2166506368","https://openalex.org/W2188070799","https://openalex.org/W2265615735","https://openalex.org/W2485223517","https://openalex.org/W2578832155","https://openalex.org/W2626928395","https://openalex.org/W2897761588","https://openalex.org/W2943213436","https://openalex.org/W2943224855","https://openalex.org/W2946707943","https://openalex.org/W2987055749","https://openalex.org/W2993008817","https://openalex.org/W3006452506","https://openalex.org/W3012562251","https://openalex.org/W3026488437","https://openalex.org/W3089235831","https://openalex.org/W3094331884","https://openalex.org/W3118453595","https://openalex.org/W3135404857","https://openalex.org/W3146978883","https://openalex.org/W3198725815","https://openalex.org/W4241836813","https://openalex.org/W6600443316","https://openalex.org/W6608309118","https://openalex.org/W6635002551","https://openalex.org/W6677025548","https://openalex.org/W6678160154","https://openalex.org/W6687149827","https://openalex.org/W6732047446","https://openalex.org/W6769919286","https://openalex.org/W6775301537","https://openalex.org/W6791290086"],"related_works":["https://openalex.org/W1548557026","https://openalex.org/W3093934131","https://openalex.org/W2164684113","https://openalex.org/W3121818711","https://openalex.org/W2117786814","https://openalex.org/W3127785488","https://openalex.org/W4377008908","https://openalex.org/W1975110180","https://openalex.org/W1989187808","https://openalex.org/W1601174903"],"abstract_inverted_index":{"In":[0,23],"recent":[1],"years,":[2],"selecting":[3],"the":[4,12,38,43,57,60,94,100,104,121,149,156,161,164,174,181,197],"strategies":[5,168,189,212],"has":[6],"been":[7],"recognized":[8],"as":[9,141],"one":[10],"of":[11,21,59,103],"most":[13],"challenging":[14],"issues":[15],"facing":[16],"senior":[17],"and":[18,46,55,80,114,124,129,136,154,190],"strategy":[19,34,40,96],"managers":[20,35,185],"companies.":[22],"this":[24,26],"regard,":[25],"article":[27],"introduced":[28],"an":[29],"integrated":[30],"framework":[31],"that":[32],"helps":[33],"to":[36,98,119,146,172,180,210],"determine":[37],"organization's":[39],"by":[41,64,177],"analyzing":[42],"long-term":[44],"objectives":[45],"visions.":[47],"The":[48,87,111],"proposed":[49,150,182],"methodology":[50],"is":[51,90,139],"based":[52,92,106],"on":[53,93,107,196],"developing":[54],"enhancing":[56],"performance":[58],"balanced":[61],"scorecard":[62],"(BSC)":[63],"covering":[65],"its":[66,108],"limitations":[67],"through":[68],"being":[69],"combined":[70],"with":[71,169],"system":[72,84],"dynamics":[73],"(SD)":[74],"simulation,":[75],"case-based":[76],"reasoning":[77],"(CBR)":[78],"method,":[79],"adaptive":[81],"neuro-fuzzy":[82],"inference":[83],"(ANFIS)":[85],"model.":[86],"SD":[88],"model":[89,116,165],"built":[91],"company's":[95],"map":[97],"predict":[99],"future":[101,204],"status":[102],"company":[105,138],"selected":[109],"strategies.":[110],"CBR":[112],"method":[113,151],"ANFIS":[115],"are":[117],"also":[118],"develop":[120],"sensitivity":[122],"analysis":[123],"policy-making":[125],"stage":[126],"utilizing":[127],"learning":[128],"human":[130],"memory":[131],"application.":[132],"An":[133],"Iranian":[134],"food":[135],"beverage":[137],"considered":[140],"a":[142],"real-world":[143],"case":[144],"study":[145],"demonstrate":[147],"how":[148],"could":[152],"work":[153],"validate":[155],"research":[157],"methodology's":[158],"applicability.":[159],"As":[160],"main":[162],"finding,":[163],"yields":[166],"appropriate":[167],"minor":[170],"errors":[171],"reach":[173],"targets":[175,205],"defined":[176],"managers.":[178],"According":[179],"dynamic":[183],"BSC,":[184],"can":[186,202],"select":[187],"their":[188,192,207,214],"observe":[191],"financial":[193,208],"variables\u2019":[194],"outcomes":[195],"planning":[198],"horizon.":[199],"Moreover,":[200],"they":[201],"set":[203],"for":[206,213],"variable":[209],"receive":[211],"achievement.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
