{"id":"https://openalex.org/W2813118941","doi":"https://doi.org/10.3233/jifs-169583","title":"Integrating dynamic Malmquist DEA and social network computing for advanced management decisions","display_name":"Integrating dynamic Malmquist DEA and social network computing for advanced management decisions","publication_year":2018,"publication_date":"2018-07-04","ids":{"openalex":"https://openalex.org/W2813118941","doi":"https://doi.org/10.3233/jifs-169583","mag":"2813118941"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169583","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169583","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5102891996","display_name":"Ming-Fu Hsu","orcid":"https://orcid.org/0000-0003-4843-5313"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Fu Hsu","raw_affiliation_strings":["English Program of Global Business, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"English Program of Global Business, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111703176","display_name":"Ching-Chiang Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I43566213","display_name":"National Taipei University of Business","ror":"https://ror.org/029hrv109","country_code":"TW","type":"education","lineage":["https://openalex.org/I43566213"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Chiang Yeh","raw_affiliation_strings":["Department of Business Administration, National Taipei University of Business, Taipei, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Business Administration, National Taipei University of Business, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I43566213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030817948","display_name":"Sin\u2010Jin Lin","orcid":"https://orcid.org/0000-0002-2943-0632"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sin-Jin Lin","raw_affiliation_strings":["Department of Accounting, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Accounting, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102891996"],"corresponding_institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"],"apc_list":null,"apc_paid":null,"fwci":2.4261,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89541056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"35","issue":"1","first_page":"231","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9804999828338623,"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"}},{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.7804087400436401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7410528659820557},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6761130094528198},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5513083338737488},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5097102522850037},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42816078662872314},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4141903817653656},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37904298305511475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3775917887687683},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.09024718403816223}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.7804087400436401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7410528659820557},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6761130094528198},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5513083338737488},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5097102522850037},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42816078662872314},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4141903817653656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37904298305511475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3775917887687683},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.09024718403816223},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/jifs-169583","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169583","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:https://irlib.pccu.edu.tw/:987654321/41932","is_oa":false,"landing_page_url":"https://irlib.pccu.edu.tw//handle/987654321/41932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1539513547","https://openalex.org/W1558046248","https://openalex.org/W1596432671","https://openalex.org/W1964415852","https://openalex.org/W1982546494","https://openalex.org/W1987935558","https://openalex.org/W2019445274","https://openalex.org/W2020848494","https://openalex.org/W2024751999","https://openalex.org/W2031161851","https://openalex.org/W2033320770","https://openalex.org/W2034420481","https://openalex.org/W2038565708","https://openalex.org/W2041604057","https://openalex.org/W2042403681","https://openalex.org/W2045207967","https://openalex.org/W2048801439","https://openalex.org/W2061143480","https://openalex.org/W2067337302","https://openalex.org/W2068400656","https://openalex.org/W2076452041","https://openalex.org/W2079492342","https://openalex.org/W2084921244","https://openalex.org/W2094657051","https://openalex.org/W2095387171","https://openalex.org/W2111522567","https://openalex.org/W2124532504","https://openalex.org/W2153080265","https://openalex.org/W2156909104","https://openalex.org/W2272863569","https://openalex.org/W2411334758","https://openalex.org/W2515398949","https://openalex.org/W2518721850","https://openalex.org/W2567086669","https://openalex.org/W2588836480","https://openalex.org/W2617733169","https://openalex.org/W2625383600","https://openalex.org/W3122789405","https://openalex.org/W3123492911","https://openalex.org/W3125168868","https://openalex.org/W3151727758","https://openalex.org/W4249642514","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2801360836","https://openalex.org/W2366107444","https://openalex.org/W4378625608","https://openalex.org/W4388145910","https://openalex.org/W2120745168","https://openalex.org/W2736559621","https://openalex.org/W2352291457","https://openalex.org/W1976205134","https://openalex.org/W2360317231"],"abstract_inverted_index":{"This":[0],"study":[1,142],"proposes":[2],"a":[3,114,192],"novel":[4],"dynamic":[5,57],"hybrid":[6],"model":[7],"for":[8,195],"corporate":[9,162,172],"operating":[10],"performance":[11,31,197],"forecasting":[12,183],"that":[13,33,44,80],"has":[14],"been":[15],"widely":[16],"acknowledged":[17],"to":[18,64,112,169,180],"be":[19],"the":[20,74,90,100,123,161,171,182],"key":[21],"trigger":[22],"of":[23,117],"financial":[24,91,109],"troubles.":[25],"Different":[26],"from":[27,126],"previous":[28],"studies":[29],"on":[30,36],"measurement":[32],"merely":[34],"focus":[35],"quantitative":[37,46],"ratios,":[38],"we":[39],"take":[40],"balanced":[41],"scorecards":[42],"(BSC)":[43],"contains":[45],"and":[47,52,67,85,121,147,153,165],"qualitative":[48],"metrics":[49],"into":[50,97],"consideration":[51],"further":[53],"incorporated":[54],"it":[55],"with":[56],"Malmquist":[58],"data":[59,120,129],"envelopment":[60],"analysis":[61,156],"(Malmquist":[62],"DEA)":[63],"handle":[65,113,138],"multiple-inputs":[66],"multiple-outputs":[68],"ratios":[69,92],"as":[70,72],"well":[71],"capture":[73],"time-varying":[75],"information.":[76],"News":[77],"media":[78,102,119,132],"information":[79,107,177],"can":[81,103],"give":[82,104],"more":[83],"relevant":[84],"immediate":[86],"messages":[87],"beyond":[88],"what":[89],"offer":[93],"is":[94,167,178,191],"also":[95],"taken":[96],"consideration,":[98],"because":[99],"news":[101,118,131],"better":[105],"compulsory":[106],"than":[108],"ratios.":[110],"How":[111],"large":[115],"amount":[116],"extract":[122],"implicit":[124],"knowledge":[125],"seemingly":[127],"noisy":[128],"(i.e.,":[130],"data)":[133],"are":[134],"complicated":[135],"tasks.":[136],"To":[137],"this":[139,141],"challenge,":[140],"constructs":[143],"business":[144],"relation":[145],"corpus":[146],"then":[148],"utilizes":[149],"text":[150],"mining":[151],"(TM)":[152],"social":[154],"network":[155],"(SNA).":[157],"TM":[158],"helps":[159],"construct":[160,181],"influential":[163],"network,":[164],"SNA":[166],"used":[168,179],"decide":[170],"competitive":[173],"priority.":[174],"The":[175,185],"aggregated":[176],"model.":[184],"model,":[186],"tested":[187],"by":[188],"real":[189],"cases,":[190],"promising":[193],"alternative":[194],"corporateoperating":[196],"forecasting.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
