{"id":"https://openalex.org/W2969282663","doi":"https://doi.org/10.1007/978-3-030-29996-5_66","title":"Retail Promotion Forecasting: A Comparison of Modern Approaches","display_name":"Retail Promotion Forecasting: A Comparison of Modern Approaches","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2969282663","doi":"https://doi.org/10.1007/978-3-030-29996-5_66","mag":"2969282663"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29996-5_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29996-5_66","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-02460504","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063777566","display_name":"Casper Solheim Bojer","orcid":"https://orcid.org/0000-0001-8344-5416"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Casper Solheim Bojer","raw_affiliation_strings":["Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034195108","display_name":"Iskra Dukovska\u2010Popovska","orcid":"https://orcid.org/0000-0002-3498-463X"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Iskra Dukovska-Popovska","raw_affiliation_strings":["Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046360600","display_name":"Flemming Max M\u00f8ller Christensen","orcid":"https://orcid.org/0000-0002-1845-273X"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Flemming Max M\u00f8ller Christensen","raw_affiliation_strings":["Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Department of Materials and Production [Aalborg] (Fibigerstr\u00e6de 16, 9220 Aalborg - Danemark)","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035836505","display_name":"Kenn Steger-Jensen","orcid":"https://orcid.org/0000-0002-2332-1443"},"institutions":[{"id":"https://openalex.org/I2801380234","display_name":"University of South-Eastern Norway","ror":"https://ror.org/05ecg5h20","country_code":"NO","type":"education","lineage":["https://openalex.org/I2801380234"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK","NO"],"is_corresponding":false,"raw_author_name":"Kenn Steger-Jensen","raw_affiliation_strings":["Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","Faculty for Technology and Maritime, Department of Maritime Technology, Operations and Innovation, University College of Southeast Norway, Notodden, Norway","USN - University College of Southeast Norway (Norv\u00e8ge)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Logistics (CELOG), Materials and Production, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Faculty for Technology and Maritime, Department of Maritime Technology, Operations and Innovation, University College of Southeast Norway, Notodden, Norway","institution_ids":["https://openalex.org/I2801380234"]},{"raw_affiliation_string":"USN - University College of Southeast Norway (Norv\u00e8ge)","institution_ids":["https://openalex.org/I2801380234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.2337139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9728000164031982,"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/pooling","display_name":"Pooling","score":0.648757815361023},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5935066342353821},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5760615468025208},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5606217384338379},{"id":"https://openalex.org/keywords/promotion","display_name":"Promotion (chess)","score":0.5145125389099121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5034038424491882},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4809236228466034},{"id":"https://openalex.org/keywords/sales-forecasting","display_name":"Sales forecasting","score":0.47441384196281433},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4494929313659668},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44069704413414},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.41542333364486694},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.41447317600250244},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3765501379966736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29155927896499634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.272085964679718},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22213983535766602},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22038209438323975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16485753655433655}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.648757815361023},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5935066342353821},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5760615468025208},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5606217384338379},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.5145125389099121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5034038424491882},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4809236228466034},{"id":"https://openalex.org/C2984642479","wikidata":"https://www.wikidata.org/wiki/Q7404320","display_name":"Sales forecasting","level":2,"score":0.47441384196281433},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4494929313659668},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44069704413414},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.41542333364486694},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.41447317600250244},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3765501379966736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29155927896499634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.272085964679718},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22213983535766602},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22038209438323975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16485753655433655},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-29996-5_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29996-5_66","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-02460504v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02460504","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2019, Austin, TX, United States. pp.575-582, &#x27E8;10.1007/978-3-030-29996-5_66&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:pure.atira.dk:publications/ef7251f7-3b34-47ec-a5b0-f7ceb79d9c64","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85072984092&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bojer , C S , Dukovska-Popovska , I , Christensen , F M M &amp; Steger-Jensen , K 2019 , Retail Promotion Forecasting : A Comparison of Modern Approaches . in F Ameri , K E Stecke , G von Cieminski &amp; D Kiritsis (eds) , Advances in Production Management Systems. Towards Smart Production Management Systems : IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1\u20135, 2019, Proceedings, Part II . vol. 2 , Springer , IFIP AICT - Advances in Information and Communication technology , vol. 567 , pp. 575-582 , IFIP WG 5.7 International Conference, APMS 2019 , Austin , Texas , United States , 01/09/2019 . https://doi.org/10.1007/978-3-030-29996-5_66","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/ef7251f7-3b34-47ec-a5b0-f7ceb79d9c64","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/ef7251f7-3b34-47ec-a5b0-f7ceb79d9c64","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bojer, C S, Dukovska-Popovska, I, Christensen, F M M & Steger-Jensen, K 2019, Retail Promotion Forecasting : A Comparison of Modern Approaches. in F Ameri, K E Stecke, G von Cieminski & D Kiritsis (eds), Advances in Production Management Systems. Towards Smart Production Management Systems : IFIP WG 5.7 International Conference, APMS 2019, Austin, TX, USA, September 1\u20135, 2019, Proceedings, Part II. vol. 2, Springer, IFIP AICT - Advances in Information and Communication technology, vol. 567, pp. 575-582, IFIP WG 5.7 International Conference, APMS 2019, Austin, Texas, United States, 01/09/2019. https://doi.org/10.1007/978-3-030-29996-5_66","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02460504v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02460504","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2019, Austin, TX, United States. pp.575-582, &#x27E8;10.1007/978-3-030-29996-5_66&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1969993946","https://openalex.org/W1975498952","https://openalex.org/W1981144978","https://openalex.org/W2003859567","https://openalex.org/W2013900805","https://openalex.org/W2042506099","https://openalex.org/W2097376429","https://openalex.org/W2114062456","https://openalex.org/W2143884525","https://openalex.org/W2196335450","https://openalex.org/W2295598076","https://openalex.org/W2911964244","https://openalex.org/W3102476541","https://openalex.org/W4255894397","https://openalex.org/W6922420670"],"related_works":["https://openalex.org/W4366990902","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W4321440267","https://openalex.org/W4288049618","https://openalex.org/W4405909934","https://openalex.org/W2294126576","https://openalex.org/W2493719063","https://openalex.org/W2488439188"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
