{"id":"https://openalex.org/W3135016271","doi":"https://doi.org/10.1109/mce.2021.3063547","title":"A Decision Support Benchmark for Forecasting the Consumption of Agriculture Stocks","display_name":"A Decision Support Benchmark for Forecasting the Consumption of Agriculture Stocks","publication_year":2021,"publication_date":"2021-03-03","ids":{"openalex":"https://openalex.org/W3135016271","doi":"https://doi.org/10.1109/mce.2021.3063547","mag":"3135016271"},"language":"en","primary_location":{"id":"doi:10.1109/mce.2021.3063547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2021.3063547","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Consumer Electronics Magazine","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/A5075283632","display_name":"Najam Ul Hassan","orcid":"https://orcid.org/0000-0002-8672-5189"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Najam Ul Hassan","raw_affiliation_strings":["University of Engineering and Technology, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-8672-5189","affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068903416","display_name":"Farrukh Zeeshan Khan","orcid":"https://orcid.org/0000-0002-4463-0683"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farrukh Zeeshan Khan","raw_affiliation_strings":["University of Engineering and Technology, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112671279","display_name":"Hafsa Bibi","orcid":"https://orcid.org/0009-0002-5562-9802"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hafsa Bibi","raw_affiliation_strings":["University of Engineering and Technology, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075648174","display_name":"Nokhaiz Tariq Khan","orcid":"https://orcid.org/0000-0003-0693-1490"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nokhaiz Tariq Khan","raw_affiliation_strings":["Riphah School of Business Management, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Riphah School of Business Management, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091880648","display_name":"Anand Nayyar","orcid":"https://orcid.org/0000-0002-9821-6146"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anand Nayyar","raw_affiliation_strings":["Duy Tan University, Vietnam","Duy Tan University Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-9821-6146","affiliations":[{"raw_affiliation_string":"Duy Tan University, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"Duy Tan University Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043302955","display_name":"Muhammad Bilal","orcid":"https://orcid.org/0000-0003-4221-0877"},"institutions":[{"id":"https://openalex.org/I83436808","display_name":"Hankuk University of Foreign Studies","ror":"https://ror.org/051q2m369","country_code":"KR","type":"education","lineage":["https://openalex.org/I83436808"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Bilal","raw_affiliation_strings":["Hankuk University of Foreign Studies, South Korea","Hankuk University of Foreign Studies, South Korea#TAB#"],"raw_orcid":"https://orcid.org/0000-0003-4221-0877","affiliations":[{"raw_affiliation_string":"Hankuk University of Foreign Studies, South Korea","institution_ids":["https://openalex.org/I83436808"]},{"raw_affiliation_string":"Hankuk University of Foreign Studies, South Korea#TAB#","institution_ids":["https://openalex.org/I83436808"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075283632"],"corresponding_institution_ids":["https://openalex.org/I142732210"],"apc_list":null,"apc_paid":null,"fwci":0.8867,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79200397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"10","issue":"6","first_page":"45","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9327999949455261,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9327999949455261,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6843923330307007},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6820428371429443},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5518423914909363},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5313178896903992},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4406895041465759},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.3968595564365387},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3510657548904419},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34083372354507446},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3352416157722473},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11373144388198853},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07770419120788574}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6843923330307007},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6820428371429443},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5518423914909363},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5313178896903992},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4406895041465759},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.3968595564365387},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3510657548904419},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34083372354507446},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3352416157722473},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11373144388198853},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07770419120788574},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mce.2021.3063547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mce.2021.3063547","pdf_url":null,"source":{"id":"https://openalex.org/S2483040032","display_name":"IEEE Consumer Electronics Magazine","issn_l":"2162-2248","issn":["2162-2248","2162-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Consumer Electronics Magazine","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:205100","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/205100/","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1854836409","https://openalex.org/W2013414890","https://openalex.org/W2328380373","https://openalex.org/W2626880195","https://openalex.org/W2789523981","https://openalex.org/W2796365778","https://openalex.org/W2804086547","https://openalex.org/W2883383020","https://openalex.org/W2911287026","https://openalex.org/W2913981596","https://openalex.org/W3009968771","https://openalex.org/W3012445301","https://openalex.org/W3047436598","https://openalex.org/W3120512242","https://openalex.org/W3146161051","https://openalex.org/W6639127258"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W3122389410","https://openalex.org/W2200951064"],"abstract_inverted_index":{"Agricultural":[0],"industry":[1],"contributes":[2],"to":[3,42,47,110,126],"the":[4,30,44,49,59,62,69,106,119,124,129,149],"economic":[5],"backbone":[6],"of":[7,32,52,71,118,132,144,154],"many":[8,40],"countries.":[9],"Major":[10],"crops":[11,34,46],"like":[12],"wheat,":[13],"cotton,":[14],"and":[15,54,87,90,147],"rice":[16],"stand":[17],"out":[18],"as":[19,24,26],"fulfillment":[20],"for":[21,61,77,123],"basic":[22],"commodities":[23],"well":[25],"profitable":[27],"crops.":[28],"Naturally,":[29],"consumption":[31,74,97],"major":[33,95],"is":[35],"increasing":[36],"every":[37],"year,":[38],"influencing":[39],"countries":[41],"import":[43],"staple":[45],"meet":[48],"nutritional":[50],"requirements":[51],"individuals,":[53],"thereby,":[55],"keeping":[56],"pressure":[57],"on":[58,94],"economies":[60],"years":[63],"ahead.":[64],"This":[65],"research":[66],"work":[67],"addresses":[68],"development":[70],"an":[72],"accurate":[73],"forecasting":[75],"model":[76,120,138],"time":[78],"series":[79],"data.":[80],"The":[81,115,136],"proposed":[82,137],"methodology":[83],"uses":[84],"18":[85],"socio-economic":[86],"environmental":[88],"factors":[89,102],"evaluates":[91],"their":[92],"impact":[93],"crop":[96],"in":[98,152],"Pakistan.":[99],"Most":[100],"influential":[101],"are":[103,121],"differentiated":[104],"by":[105],"Linear":[107],"Regression":[108],"Model":[109],"forecast":[111,155],"next":[112,133],"year's":[113],"upshot.":[114],"smart":[116],"results":[117],"beneficial":[122],"farmers":[125],"cope":[127],"with":[128,141],"decisive":[130],"question":[131],"pragmatic":[134],"crop.":[135],"was":[139],"compared":[140],"a":[142],"variant":[143],"conventional":[145],"approaches":[146],"verified":[148],"efficient":[150],"performance":[151],"terms":[153],"accuracy.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
