{"id":"https://openalex.org/W2147028502","doi":"https://doi.org/10.1057/palgrave.jors.2602597","title":"Forecasting and operational research: a review","display_name":"Forecasting and operational research: a review","publication_year":2008,"publication_date":"2008-05-14","ids":{"openalex":"https://openalex.org/W2147028502","doi":"https://doi.org/10.1057/palgrave.jors.2602597","mag":"2147028502"},"language":"en","primary_location":{"id":"doi:10.1057/palgrave.jors.2602597","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2602597","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/45545/1/10.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022868153","display_name":"Robert Fildes","orcid":"https://orcid.org/0000-0002-5918-7098"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"R Fildes","raw_affiliation_strings":["Lancaster University\rLancaster\rUK","Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University\rLancaster\rUK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101989788","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039d\u03b9\u03ba\u03bf\u03bb\u03cc\u03c0\u03bf\u03c5\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0003-4268-2866"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"K Nikolopoulos","raw_affiliation_strings":["University of Manchester\rManchester\rUK","University of Manchester Manchester UK"],"affiliations":[{"raw_affiliation_string":"University of Manchester\rManchester\rUK","institution_ids":["https://openalex.org/I28407311"]},{"raw_affiliation_string":"University of Manchester Manchester UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044304248","display_name":"Sven F. Crone","orcid":"https://orcid.org/0000-0003-4952-318X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"S F Crone","raw_affiliation_strings":["Lancaster University\rLancaster\rUK","Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University\rLancaster\rUK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054872420","display_name":"Aris Syntetos","orcid":"https://orcid.org/0000-0003-4639-0756"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A A Syntetos","raw_affiliation_strings":["University of Salford\rSalford\rUK","University of Salford Salford UK"],"affiliations":[{"raw_affiliation_string":"University of Salford\rSalford\rUK","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"University of Salford Salford UK","institution_ids":["https://openalex.org/I54459138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022868153"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":23.6408,"has_fulltext":true,"cited_by_count":279,"citation_normalized_percentile":{"value":0.99695503,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"59","issue":"9","first_page":"1150","last_page":"1172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9983000159263611,"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":0.9983000159263611,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.988099992275238,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9801999926567078,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6011438369750977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5936824083328247},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.566311776638031},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.5314150452613831},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5172053575515747},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5130728483200073},{"id":"https://openalex.org/keywords/technology-forecasting","display_name":"Technology forecasting","score":0.48998990654945374},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4658993184566498},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.429991215467453},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.41867464780807495},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.41143855452537537},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.3782211244106293},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.36611664295196533},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33893322944641113},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.22423389554023743},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19071811437606812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12889927625656128},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1249525249004364}],"concepts":[{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6011438369750977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5936824083328247},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.566311776638031},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.5314150452613831},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5172053575515747},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5130728483200073},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.48998990654945374},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4658993184566498},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.429991215467453},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.41867464780807495},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.41143855452537537},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.3782211244106293},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.36611664295196533},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33893322944641113},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.22423389554023743},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19071811437606812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12889927625656128},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1249525249004364},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1057/palgrave.jors.2602597","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2602597","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/9cd94829-3f99-4ed0-91d0-1cc431835577","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/9cd94829-3f99-4ed0-91d0-1cc431835577","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fildes, R, Nikolopoulos, K, Crone, S F & Syntetos, A A 2008, 'Forecasting and operational research: A review', Journal of the Operational Research Society, vol. 59, no. 9, pp. 1150-1172. https://doi.org/10.1057/palgrave.jors.2602597","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.lancs.ac.uk:45545","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/45545/1/10.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"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":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.301.6750","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.6750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sven-crone.com/papers/Fildes, Nikolopoulos, Crone, Synthetos (2008) Forecasting and Operational Research a Review.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:pal:jorsoc:v:59:y:2008:i:9:d:10.1057_palgrave.jors.2602597","is_oa":false,"landing_page_url":"http://link.springer.com/10.1057/palgrave.jors.2602597","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:42074","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/42074/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.atira.dk:publications/9cd94829-3f99-4ed0-91d0-1cc431835577","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/forecasting-and-operational-research-a-review(9cd94829-3f99-4ed0-91d0-1cc431835577).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fildes, R, Nikolopoulos, K, Crone, S F & Syntetos, A A 2008, 'Forecasting and operational research: A review', Journal of the Operational Research Society, vol. 59, no. 9, pp. 1150-1172. https://doi.org/10.1057/palgrave.jors.2602597","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:usir.salford.ac.uk:18286","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/18286/1/2602597a.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401501","display_name":"University of Salford Institutional Repository (University of Salford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54459138","host_organization_name":"University of Salford","host_organization_lineage":["https://openalex.org/I54459138"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:45545","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/45545/1/10.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"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":"PeerReviewed"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2147028502.pdf","grobid_xml":"https://content.openalex.org/works/W2147028502.grobid-xml"},"referenced_works_count":229,"referenced_works":["https://openalex.org/W27682692","https://openalex.org/W77375152","https://openalex.org/W168085262","https://openalex.org/W170458018","https://openalex.org/W173513606","https://openalex.org/W179323676","https://openalex.org/W198702328","https://openalex.org/W225995850","https://openalex.org/W611848211","https://openalex.org/W618769887","https://openalex.org/W638887343","https://openalex.org/W1480773628","https://openalex.org/W1482332045","https://openalex.org/W1491354773","https://openalex.org/W1503433769","https://openalex.org/W1519394431","https://openalex.org/W1528428636","https://openalex.org/W1542147512","https://openalex.org/W1556025915","https://openalex.org/W1556645910","https://openalex.org/W1565048244","https://openalex.org/W1565377632","https://openalex.org/W1586335931","https://openalex.org/W1588664955","https://openalex.org/W1589371415","https://openalex.org/W1594031697","https://openalex.org/W1595369854","https://openalex.org/W1598221548","https://openalex.org/W1715310013","https://openalex.org/W1780185704","https://openalex.org/W1817561967","https://openalex.org/W1853995153","https://openalex.org/W1923583597","https://openalex.org/W1955600018","https://openalex.org/W1963833123","https://openalex.org/W1964357740","https://openalex.org/W1965085082","https://openalex.org/W1965128238","https://openalex.org/W1968182870","https://openalex.org/W1971216187","https://openalex.org/W1972835575","https://openalex.org/W1973224984","https://openalex.org/W1974798363","https://openalex.org/W1975550527","https://openalex.org/W1976885057","https://openalex.org/W1977304848","https://openalex.org/W1979575715","https://openalex.org/W1980770954","https://openalex.org/W1982052293","https://openalex.org/W1982120517","https://openalex.org/W1982219968","https://openalex.org/W1985453523","https://openalex.org/W1986528915","https://openalex.org/W1986979067","https://openalex.org/W1987802766","https://openalex.org/W1988221687","https://openalex.org/W1988303155","https://openalex.org/W1988514978","https://openalex.org/W1988790447","https://openalex.org/W1989714070","https://openalex.org/W1989787309","https://openalex.org/W1991502340","https://openalex.org/W1992236869","https://openalex.org/W1992408778","https://openalex.org/W1994174876","https://openalex.org/W1995205965","https://openalex.org/W1995544633","https://openalex.org/W1998785640","https://openalex.org/W2000236161","https://openalex.org/W2001218385","https://openalex.org/W2003271439","https://openalex.org/W2003274998","https://openalex.org/W2003537066","https://openalex.org/W2003859567","https://openalex.org/W2005240129","https://openalex.org/W2005755239","https://openalex.org/W2006991481","https://openalex.org/W2010295033","https://openalex.org/W2012533078","https://openalex.org/W2014105024","https://openalex.org/W2016207894","https://openalex.org/W2016210396","https://openalex.org/W2017079812","https://openalex.org/W2018714386","https://openalex.org/W2019231125","https://openalex.org/W2022082717","https://openalex.org/W2022721685","https://openalex.org/W2022855030","https://openalex.org/W2030155757","https://openalex.org/W2030903867","https://openalex.org/W2034349542","https://openalex.org/W2036207307","https://openalex.org/W2036347618","https://openalex.org/W2037134354","https://openalex.org/W2038444775","https://openalex.org/W2040640338","https://openalex.org/W2041464102","https://openalex.org/W2042855117","https://openalex.org/W2043377402","https://openalex.org/W2044861704","https://openalex.org/W2047459549","https://openalex.org/W2047649690","https://openalex.org/W2048665112","https://openalex.org/W2051787044","https://openalex.org/W2053050148","https://openalex.org/W2054432175","https://openalex.org/W2055078208","https://openalex.org/W2055522016","https://openalex.org/W2055572382","https://openalex.org/W2058381658","https://openalex.org/W2058632073","https://openalex.org/W2060050130","https://openalex.org/W2060173250","https://openalex.org/W2060591526","https://openalex.org/W2061277123","https://openalex.org/W2063251682","https://openalex.org/W2063871438","https://openalex.org/W2064133859","https://openalex.org/W2069729888","https://openalex.org/W2070382733","https://openalex.org/W2070681434","https://openalex.org/W2073057438","https://openalex.org/W2076334468","https://openalex.org/W2076884744","https://openalex.org/W2084341220","https://openalex.org/W2084998730","https://openalex.org/W2085772718","https://openalex.org/W2086941789","https://openalex.org/W2087347434","https://openalex.org/W2087422496","https://openalex.org/W2088430667","https://openalex.org/W2088871931","https://openalex.org/W2089213632","https://openalex.org/W2090216516","https://openalex.org/W2090650813","https://openalex.org/W2095220782","https://openalex.org/W2096942889","https://openalex.org/W2098148222","https://openalex.org/W2104546629","https://openalex.org/W2104925392","https://openalex.org/W2106438008","https://openalex.org/W2107393893","https://openalex.org/W2109121923","https://openalex.org/W2110603299","https://openalex.org/W2110673691","https://openalex.org/W2114386642","https://openalex.org/W2114642789","https://openalex.org/W2114646056","https://openalex.org/W2114733835","https://openalex.org/W2117829824","https://openalex.org/W2118716686","https://openalex.org/W2118854883","https://openalex.org/W2119737213","https://openalex.org/W2123594576","https://openalex.org/W2125042512","https://openalex.org/W2125055259","https://openalex.org/W2132549764","https://openalex.org/W2133218851","https://openalex.org/W2133856629","https://openalex.org/W2134383774","https://openalex.org/W2135123147","https://openalex.org/W2135874135","https://openalex.org/W2136192534","https://openalex.org/W2136806966","https://openalex.org/W2138916725","https://openalex.org/W2140276574","https://openalex.org/W2140898374","https://openalex.org/W2141969400","https://openalex.org/W2147042673","https://openalex.org/W2147468801","https://openalex.org/W2148143831","https://openalex.org/W2150523927","https://openalex.org/W2150988027","https://openalex.org/W2151023586","https://openalex.org/W2151767444","https://openalex.org/W2152064955","https://openalex.org/W2152354379","https://openalex.org/W2153028052","https://openalex.org/W2154326182","https://openalex.org/W2155441169","https://openalex.org/W2156909104","https://openalex.org/W2157748989","https://openalex.org/W2158138669","https://openalex.org/W2158978812","https://openalex.org/W2159111530","https://openalex.org/W2160455305","https://openalex.org/W2162174678","https://openalex.org/W2162848971","https://openalex.org/W2163598528","https://openalex.org/W2163646188","https://openalex.org/W2168723696","https://openalex.org/W2168877816","https://openalex.org/W2241684704","https://openalex.org/W2265720734","https://openalex.org/W2270864342","https://openalex.org/W2300631518","https://openalex.org/W2330820318","https://openalex.org/W2337740903","https://openalex.org/W2482589566","https://openalex.org/W2489782956","https://openalex.org/W2509512661","https://openalex.org/W2570764145","https://openalex.org/W2798406009","https://openalex.org/W2802703918","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2949071206","https://openalex.org/W3014970703","https://openalex.org/W3121203183","https://openalex.org/W3121362162","https://openalex.org/W3122598275","https://openalex.org/W3122804264","https://openalex.org/W3123547113","https://openalex.org/W3124354616","https://openalex.org/W3125258430","https://openalex.org/W3126047495","https://openalex.org/W3207342693","https://openalex.org/W4205264062","https://openalex.org/W4207004117","https://openalex.org/W4211085029","https://openalex.org/W4230410911","https://openalex.org/W4230674625","https://openalex.org/W4233403079","https://openalex.org/W4239754684","https://openalex.org/W4241181552","https://openalex.org/W4245037007","https://openalex.org/W4249710339","https://openalex.org/W4253543067","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W1553072606","https://openalex.org/W2294126576","https://openalex.org/W2747314851","https://openalex.org/W4388501565","https://openalex.org/W2074165327","https://openalex.org/W2278342913","https://openalex.org/W2393517239","https://openalex.org/W4248525154","https://openalex.org/W1974733141","https://openalex.org/W3209276621"],"abstract_inverted_index":{"From":[0],"its":[1,39,229],"foundation,":[2],"operational":[3],"research":[4,61,79,115],"(OR)":[5],"has":[6,33,49,69],"made":[7],"many":[8],"substantial":[9],"contributions":[10],"to":[11,76,194,196,210,234],"practical":[12],"forecasting":[13,23,32,83,117,197,208],"in":[14,18,30,59,81,116,137,142,214],"organizations.":[15],"Equally,":[16],"researchers":[17],"other":[19,74],"disciplines":[20,75],"have":[21,125,144],"influenced":[22],"practice.":[24],"Since":[25],"the":[26,43,54,77,82,97,104,113,127,149,154,161,187,204,211,216,225],"last":[27],"survey":[28],"articles":[29],"JORS,":[31],"developed":[34],"as":[35],"a":[36,51,109],"discipline":[37],"with":[38],"own":[40],"journals.":[41],"While":[42],"effect":[44],"of":[45,53,56,88,100,112,129,151,156,167,206,223],"this":[46,93],"increased":[47],"specialization":[48],"been":[50,70],"narrowing":[52],"scope":[55],"OR's":[57],"interest":[58,102],"forecasting,":[60],"from":[62],"an":[63],"OR":[64,68,101,130,191],"perspective":[65],"remains":[66],"vigorous.":[67],"more":[71],"receptive":[72],"than":[73,228],"specialist":[78],"published":[80],"journals,":[84],"capitalizing":[85],"on":[86],"some":[87],"their":[89],"key":[90],"findings.":[91],"In":[92],"paper,":[94],"we":[95,119],"identify":[96],"particular":[98],"topics":[99],"over":[103],"past":[105],"25":[106],"years.":[107],"After":[108],"brief":[110],"summary":[111],"current":[114],"methods,":[118],"examine":[120],"those":[121],"topic":[122],"areas":[123],"that":[124,186,190,202],"grabbed":[126],"attention":[128],"researchers:":[131],"computationally":[132],"intensive":[133],"methods":[134,209],"and":[135,139,153,178],"applications":[136],"operations":[138,143],"marketing.":[140],"Applications":[141],"proved":[145],"particularly":[146],"important,":[147],"including":[148,171],"management":[150,174],"inventories":[152],"effects":[155],"sharing":[157],"forecast":[158],"information":[159],"across":[160],"supply":[162],"chain.":[163],"The":[164,181,221],"second":[165],"area":[166],"application":[168],"is":[169,198],"marketing,":[170],"customer":[172],"relationship":[173],"using":[175],"data":[176],"mining":[177],"computer-intensive":[179],"methods.":[180],"paper":[182],"concludes":[183],"by":[184],"arguing":[185],"unique":[188],"contribution":[189],"can":[192],"continue":[193],"make":[195],"through":[199],"developing":[200],"models":[201,217],"link":[203],"effectiveness":[205],"new":[207],"organizational":[212],"context":[213],"which":[215],"will":[218],"be":[219,235],"applied.":[220],"benefits":[222],"examining":[224],"system":[226],"rather":[227],"separate":[230],"components":[231],"are":[232],"likely":[233],"substantial.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":19},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":21},{"year":2012,"cited_by_count":20}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}