{"id":"https://openalex.org/W1588821330","doi":"https://doi.org/10.1108/k-03-2015-0062","title":"Parameter optimization of intermittent demand forecasting by using spreadsheet","display_name":"Parameter optimization of intermittent demand forecasting by using spreadsheet","publication_year":2015,"publication_date":"2015-04-07","ids":{"openalex":"https://openalex.org/W1588821330","doi":"https://doi.org/10.1108/k-03-2015-0062","mag":"1588821330"},"language":"en","primary_location":{"id":"doi:10.1108/k-03-2015-0062","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2015-0062","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","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/A5036042861","display_name":"Gamze Ogcu Kaya","orcid":"https://orcid.org/0000-0003-2416-9751"},"institutions":[{"id":"https://openalex.org/I3003364","display_name":"Bursa Orhangazi University","ror":"https://ror.org/04zvnyb42","country_code":"TR","type":"education","lineage":["https://openalex.org/I3003364"]},{"id":"https://openalex.org/I32462889","display_name":"Fatih University","ror":"https://ror.org/02wbrth70","country_code":"TR","type":"education","lineage":["https://openalex.org/I32462889"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gamze Ogcu Kaya","raw_affiliation_strings":["Department of Industrial Engineering, Fatih University, Istanbul, Turkey AND Department of Industrial Engineering, Bursa Orhangazi University, Bursa, Turkey","(Department of Industrial Engineering, Fatih University, Istanbul, Turkey AND Department of Industrial Engineering, Bursa Orhangazi University, Bursa, Turkey)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Fatih University, Istanbul, Turkey AND Department of Industrial Engineering, Bursa Orhangazi University, Bursa, Turkey","institution_ids":["https://openalex.org/I3003364","https://openalex.org/I32462889"]},{"raw_affiliation_string":"(Department of Industrial Engineering, Fatih University, Istanbul, Turkey AND Department of Industrial Engineering, Bursa Orhangazi University, Bursa, Turkey)","institution_ids":["https://openalex.org/I3003364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103831495","display_name":"Omer Fahrettin Demirel","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Omer Fahrettin Demirel","raw_affiliation_strings":["Department of Industrial Engineering, Istanbul Technical University, Istanbul, Turkey","Department of Industrial Engineering, \u0130stanbul Technical University, \u0130stanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Industrial Engineering, \u0130stanbul Technical University, \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4008,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.68270045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"44","issue":"4","first_page":"576","last_page":"587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9990000128746033,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9990000128746033,"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/T11890","display_name":"Scientific Measurement and Uncertainty Evaluation","score":0.9585000276565552,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9329000115394592,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/computer-science","display_name":"Computer science","score":0.7060160636901855},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.6918121576309204},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5908714532852173},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.5329051613807678},{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.5041331052780151},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.45429861545562744},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.45276984572410583},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4509704113006592},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.21487927436828613},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14409968256950378},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.115180104970932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7060160636901855},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.6918121576309204},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5908714532852173},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.5329051613807678},{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.5041331052780151},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.45429861545562744},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.45276984572410583},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4509704113006592},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.21487927436828613},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14409968256950378},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.115180104970932},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/k-03-2015-0062","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2015-0062","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/39681","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/39681","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1965821767","https://openalex.org/W1967495926","https://openalex.org/W1976514586","https://openalex.org/W1986884924","https://openalex.org/W1988514978","https://openalex.org/W1989787309","https://openalex.org/W1994174876","https://openalex.org/W2010284576","https://openalex.org/W2010295033","https://openalex.org/W2020839824","https://openalex.org/W2027463195","https://openalex.org/W2030155757","https://openalex.org/W2058381658","https://openalex.org/W2071662141","https://openalex.org/W2095220782","https://openalex.org/W2111913208","https://openalex.org/W2112798344","https://openalex.org/W2114733835","https://openalex.org/W2136192534","https://openalex.org/W2164349155","https://openalex.org/W2804304893"],"related_works":["https://openalex.org/W2376859990","https://openalex.org/W2912704652","https://openalex.org/W2381161177","https://openalex.org/W2319226115","https://openalex.org/W830772239","https://openalex.org/W2592084884","https://openalex.org/W2371422412","https://openalex.org/W2017624138","https://openalex.org/W4210830111","https://openalex.org/W2065295848"],"abstract_inverted_index":{"Purpose":[0],"\u2013":[1,51,110,135,163,198],"Accurate":[2],"forecasting":[3,38,56,195,206,247],"of":[4,21,30,35,54,77,97,114,130,173,179,190,235,245,255],"intermittent":[5,13,36,174,186,193,204,228,256],"demand":[6,14,37,187,194,205,229,257],"is":[7,24,72,117,138,155,216,233,240],"very":[8,17],"important":[9],"since":[10],"parts":[11,81],"with":[12,185,225],"characteristics":[15],"are":[16,58,95,103,151,188],"common.":[18],"The":[19,92,199,214],"purpose":[20],"this":[22,142,153],"paper":[23],"to":[25,66,89,157,203,221],"bring":[26],"an":[27,139],"easier":[28],"way":[29],"handling":[31],"the":[32,55,68,112,121,131,158,171,177,180,236,242,246,253],"hard":[33],"work":[34,207],"by":[39,61,169,208,249],"using":[40,120,209,250],"commonly":[41,210],"used":[42,211],"Excel":[43,62],"spreadsheet":[44,212,251],"and":[45,231],"also":[46],"performing":[47],"parameter":[48,123],"optimization.":[49],"Design/methodology/approach":[50],"Smoothing":[52],"parameters":[53,244],"methods":[57,248],"optimized":[59],"dynamically":[60],"Solver":[63],"in":[64,107,252],"order":[65],"achieve":[67],"best":[69],"performance.":[70],"Application":[71],"done":[73],"on":[74],"real":[75,149],"data":[76,93,105,150],"Turkish":[78],"Airlines\u2019":[79],"spare":[80],"comprising":[82],"262":[83],"weekly":[84],"periods":[85],"from":[86],"January":[87],"2009":[88],"December":[90],"2013.":[91],"set":[94],"composed":[96],"500":[98],"stock-keeping":[99],"units,":[100],"so":[101],"there":[102],"131,000":[104],"points":[106],"total.":[108],"Findings":[109],"From":[111],"results":[113],"implementation,":[115],"it":[116,137,232],"shown":[118],"that":[119],"optimum":[122],"values":[124],"yields":[125],"better":[126],"performance":[127],"for":[128,218],"each":[129],"methods.":[132,196],"Research":[133],"limitations/implications":[134],"Although":[136],"intensive":[140],"study,":[141,181],"research":[143,154],"has":[144],"some":[145],"limitations.":[146],"Since":[147],"only":[148],"considered,":[152],"limited":[156],"aviation":[159],"industry.":[160],"Practical":[161],"implications":[162],"This":[164],"study":[165,200,215,238],"guides":[166],"market":[167,222],"players":[168,223],"explaining":[170],"features":[172],"demand.":[175],"With":[176],"help":[178],"decision":[182],"makers":[183],"dealing":[184,224],"capable":[189],"applying":[191],"specialized":[192],"Originality/value":[197],"brings":[201],"simplicity":[202],"software.":[213],"valuable":[217],"giving":[219],"insights":[220],"items":[226],"having":[227],"characteristics,":[230],"one":[234],"first":[237],"which":[239],"optimizing":[241],"smoothing":[243],"area":[254],"forecasting.":[258]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}