{"id":"https://openalex.org/W4293423811","doi":"https://doi.org/10.1007/978-3-031-08623-6_5","title":"Prescriptive Analytics for Commodity Procurement Applications","display_name":"Prescriptive Analytics for Commodity Procurement Applications","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293423811","doi":"https://doi.org/10.1007/978-3-031-08623-6_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08623-6_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08623-6_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210196675","display_name":"Lecture notes in operations research","issn_l":"2731-040X","issn":["2731-040X","2731-0418"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Operations Research","raw_type":"book-chapter"},"type":"conference-paper","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/A5034853599","display_name":"Christian W. Mandl","orcid":"https://orcid.org/0000-0001-6782-2218"},"institutions":[{"id":"https://openalex.org/I83041830","display_name":"Deggendorf Institute of Technology","ror":"https://ror.org/02kw5st29","country_code":"DE","type":"education","lineage":["https://openalex.org/I83041830"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christian Mandl","raw_affiliation_strings":["School of Management, Deggendorf Institute of Technology, Deggendorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Deggendorf Institute of Technology, Deggendorf, Germany","institution_ids":["https://openalex.org/I83041830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034853599"],"corresponding_institution_ids":["https://openalex.org/I83041830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13941509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9905999898910522,"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":0.9905999898910522,"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":0.9803000092506409,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.9585000276565552,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.8852202296257019},{"id":"https://openalex.org/keywords/commodity","display_name":"Commodity","score":0.7762883901596069},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4269419014453888},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4236992597579956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4196816384792328},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.41679292917251587},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3593079447746277},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3521556854248047},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3222276568412781},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3205335736274719},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3134671747684479},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.1537046730518341},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.14699921011924744},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.13269683718681335},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12862887978553772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09539139270782471}],"concepts":[{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.8852202296257019},{"id":"https://openalex.org/C2779439359","wikidata":"https://www.wikidata.org/wiki/Q317088","display_name":"Commodity","level":2,"score":0.7762883901596069},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4269419014453888},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4236992597579956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4196816384792328},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.41679292917251587},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3593079447746277},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3521556854248047},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3222276568412781},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3205335736274719},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3134671747684479},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.1537046730518341},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14699921011924744},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.13269683718681335},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12862887978553772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09539139270782471},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-08623-6_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08623-6_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210196675","display_name":"Lecture notes in operations research","issn_l":"2731-040X","issn":["2731-040X","2731-0418"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Operations Research","raw_type":"book-chapter"},{"id":"pmh:oai:RePEc:spr:lnopch:978-3-031-08623-6_5","is_oa":false,"landing_page_url":null,"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":"book"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2074812030","https://openalex.org/W2135843082","https://openalex.org/W3070790558","https://openalex.org/W3122167207","https://openalex.org/W4210349829","https://openalex.org/W4233479037"],"related_works":["https://openalex.org/W2124290190","https://openalex.org/W4312931572","https://openalex.org/W3158503494","https://openalex.org/W1982583636","https://openalex.org/W1493731604","https://openalex.org/W1968884715","https://openalex.org/W4283259118","https://openalex.org/W2070568149","https://openalex.org/W2362586555","https://openalex.org/W2158311454"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}