{"id":"https://openalex.org/W1982219968","doi":"https://doi.org/10.1057/palgrave.jors.2602310","title":"Use of individual and group seasonal indices in subaggregate demand forecasting","display_name":"Use of individual and group seasonal indices in subaggregate demand forecasting","publication_year":2006,"publication_date":"2006-10-11","ids":{"openalex":"https://openalex.org/W1982219968","doi":"https://doi.org/10.1057/palgrave.jors.2602310","mag":"1982219968"},"language":"en","primary_location":{"id":"doi:10.1057/palgrave.jors.2602310","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2602310","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":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://usir.salford.ac.uk/id/eprint/276/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100334152","display_name":"Huijing Chen","orcid":"https://orcid.org/0000-0001-9422-4221"},"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":true,"raw_author_name":"H Chen","raw_affiliation_strings":["University of Salford UK"],"affiliations":[{"raw_affiliation_string":"University of Salford UK","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079283089","display_name":"John E. Boylan","orcid":"https://orcid.org/0000-0001-5036-5137"},"institutions":[{"id":"https://openalex.org/I19668297","display_name":"Buckinghamshire New University","ror":"https://ror.org/02q3bak66","country_code":"GB","type":"education","lineage":["https://openalex.org/I19668297"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J E Boylan","raw_affiliation_strings":["Buckinghamshire Chilterns University College Buckinghamshire UK"],"affiliations":[{"raw_affiliation_string":"Buckinghamshire Chilterns University College Buckinghamshire UK","institution_ids":["https://openalex.org/I19668297"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100334152"],"corresponding_institution_ids":["https://openalex.org/I54459138"],"apc_list":null,"apc_paid":null,"fwci":4.401,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94358251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"58","issue":"12","first_page":"1660","last_page":"1671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11898","display_name":"Economics of Agriculture and Food Markets","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11898","display_name":"Economics of Agriculture and Food Markets","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5574270486831665},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5247511863708496},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.47699955105781555},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4668835699558258},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.4360863268375397},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.42889130115509033},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3528241217136383},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19054320454597473},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.15231460332870483},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15098193287849426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5574270486831665},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5247511863708496},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.47699955105781555},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4668835699558258},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.4360863268375397},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.42889130115509033},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3528241217136383},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19054320454597473},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.15231460332870483},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15098193287849426},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1057/palgrave.jors.2602310","is_oa":false,"landing_page_url":"https://doi.org/10.1057/palgrave.jors.2602310","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:RePEc:pal:jorsoc:v:58:y:2007:i:12:d:10.1057_palgrave.jors.2602310","is_oa":false,"landing_page_url":"http://link.springer.com/10.1057/palgrave.jors.2602310","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:eprints.lancs.ac.uk:73059","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/73059/","pdf_url":null,"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":"","raw_type":"Journal Article"},{"id":"pmh:oai:usir.salford.ac.uk:276","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/276/","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:usir.salford.ac.uk:276","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/276/","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"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1523966875","https://openalex.org/W1582709320","https://openalex.org/W1605205851","https://openalex.org/W1991739553","https://openalex.org/W1992408778","https://openalex.org/W1994543044","https://openalex.org/W2003274998","https://openalex.org/W2013019196","https://openalex.org/W2019234095","https://openalex.org/W2022580519","https://openalex.org/W2065014785","https://openalex.org/W2069912220","https://openalex.org/W2077545332","https://openalex.org/W2088000211","https://openalex.org/W2090957180","https://openalex.org/W2122966123","https://openalex.org/W2150523927","https://openalex.org/W2168869827","https://openalex.org/W4230466064","https://openalex.org/W4239857025"],"related_works":["https://openalex.org/W2351217280","https://openalex.org/W2086836292","https://openalex.org/W2354083748","https://openalex.org/W2357949222","https://openalex.org/W2338005294","https://openalex.org/W2954733677","https://openalex.org/W2033865166","https://openalex.org/W2393625522","https://openalex.org/W2104192539","https://openalex.org/W1575721881"],"abstract_inverted_index":{"An":[0],"individual":[1],"seasonal":[2,9],"indices":[3,10],"(ISI)":[4],"method":[5,42],"and":[6,32],"two":[7,21],"group":[8],"(GSI)":[11],"methods":[12,31],"proposed":[13],"in":[14],"the":[15,37,44,51],"literature":[16],"are":[17,34],"compared,":[18],"based":[19],"on":[20,36],"models.":[22],"Rules":[23],"have":[24],"been":[25],"established":[26],"to":[27],"choose":[28],"between":[29],"these":[30,60],"insights":[33],"gained":[35],"conditions":[38],"under":[39],"which":[40],"one":[41],"outperforms":[43],"others.":[45],"Simulation":[46],"findings":[47],"confirm":[48],"that":[49],"using":[50],"rules":[52],"improves":[53],"forecasting":[54],"accuracy":[55],"against":[56],"universal":[57],"application":[58],"of":[59],"methods.":[61]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}