{"id":"https://openalex.org/W4400546362","doi":"https://doi.org/10.47363/jaicc/2023(2)344","title":"Developing AI-Powered Demand Forecasting Models with .NET for Shipping and Furniture Industries","display_name":"Developing AI-Powered Demand Forecasting Models with .NET for Shipping and Furniture Industries","publication_year":2023,"publication_date":"2023-06-30","ids":{"openalex":"https://openalex.org/W4400546362","doi":"https://doi.org/10.47363/jaicc/2023(2)344"},"language":"en","primary_location":{"id":"doi:10.47363/jaicc/2023(2)344","doi":"https://doi.org/10.47363/jaicc/2023(2)344","is_oa":true,"landing_page_url":"http://doi.org/10.47363/jaicc/2023(2)344","pdf_url":"http://dx.doi.org/10.47363/jaicc/2023(2)344","source":{"id":"https://openalex.org/S4387280634","display_name":"Journal of Artificial Intelligence & Cloud Computing","issn_l":"2754-6659","issn":["2754-6659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence & Cloud Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.47363/jaicc/2023(2)344","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103319843","display_name":"Naga Lalitha Sree Thatavarthi","orcid":"https://orcid.org/0009-0004-0640-6084","observed_orcids":["https://orcid.org/0009-0004-0640-6084"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Naga Lalitha Sree Thatavarthi","raw_affiliation_strings":["Journal of Artificial Intelligence & Cloud Computing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Journal of Artificial Intelligence & Cloud Computing","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"USA","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"USA","raw_affiliation_strings":["Journal of Artificial Intelligence & Cloud Computing","Naga Lalitha Sree Thatavarthi , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Journal of Artificial Intelligence & Cloud Computing","institution_ids":[]},{"raw_affiliation_string":"Naga Lalitha Sree Thatavarthi , USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5103319843"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5853,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64541118,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"2","issue":"2","first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9970999956130981,"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":0.9970999956130981,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0008999999845400453,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.000699999975040555,"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/demand-forecasting","display_name":"demand forecasting","score":1.0},{"id":"https://openalex.org/keywords/machine-learning-forecasting-models","display_name":"machine learning forecasting models","score":0.7429999709129333},{"id":"https://openalex.org/keywords/net-framework","display_name":".NET Framework","score":0.6830000281333923},{"id":"https://openalex.org/keywords/shipping-industry","display_name":"shipping industry","score":0.9769999980926514},{"id":"https://openalex.org/keywords/furniture-industry","display_name":"furniture industry","score":0.9919999837875366},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"supply chain management","score":0.8759999871253967},{"id":"https://openalex.org/keywords/inventory-optimization","display_name":"inventory optimization","score":0.9829999804496765},{"id":"https://openalex.org/keywords/model-evaluation","display_name":"model evaluation","score":0.5249999761581421},{"id":"https://openalex.org/keywords/data-collection","display_name":"data collection","score":0.39800000190734863}],"concepts":[{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.7158664464950562},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6585178375244141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767433643341064},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5509968996047974},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.46853771805763245},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.4562396705150604},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.43450817465782166},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2640189528465271},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.18679198622703552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18315306305885315},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12523505091667175},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.47363/jaicc/2023(2)344","doi":"https://doi.org/10.47363/jaicc/2023(2)344","is_oa":true,"landing_page_url":"http://doi.org/10.47363/jaicc/2023(2)344","pdf_url":"http://dx.doi.org/10.47363/jaicc/2023(2)344","source":{"id":"https://openalex.org/S4387280634","display_name":"Journal of Artificial Intelligence & Cloud Computing","issn_l":"2754-6659","issn":["2754-6659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence & Cloud Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.47363/jaicc/2023(2)344","doi":"https://doi.org/10.47363/jaicc/2023(2)344","is_oa":true,"landing_page_url":"http://doi.org/10.47363/jaicc/2023(2)344","pdf_url":"http://dx.doi.org/10.47363/jaicc/2023(2)344","source":{"id":"https://openalex.org/S4387280634","display_name":"Journal of Artificial Intelligence & Cloud Computing","issn_l":"2754-6659","issn":["2754-6659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence & Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.651199996471405}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400546362.pdf","grobid_xml":"https://content.openalex.org/works/W4400546362.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4409679065","https://openalex.org/W4413013218","https://openalex.org/W4407235232","https://openalex.org/W7162685860","https://openalex.org/W4414196206","https://openalex.org/W2922358214","https://openalex.org/W7026816784","https://openalex.org/W3131175048","https://openalex.org/W7165233800","https://openalex.org/W7154601564"],"abstract_inverted_index":{"Demand":[0],"forecasting":[1,31,82],"is":[2,15],"imperative":[3],"in":[4,81],"industries":[5],"like":[6],"shipping":[7,37],"and":[8,21,38,55,71,112,139],"furniture,":[9],"where":[10],"structured":[11],"supply":[12],"chain":[13],"management":[14],"required":[16],"to":[17,53,99,107,115],"ensure":[18,100],"optimized":[19],"inventory":[20],"customer":[22],"satisfaction.":[23],"This":[24,41,61,85],"paper":[25,42,62,86,132],"looks":[26],"into":[27,46],"developing":[28],"AI-powered":[29,91],"demand":[30,59],"models":[32,76],"with":[33,96,123],".NET":[34,97],"for":[35],"the":[36,109,113,116,131,135],"furniture":[39],"industries.":[40],"also":[43],"delves":[44],"deeper":[45],"how":[47,89],"machine":[48,74],"learning":[49,75],"can":[50,78],"be":[51,79,94,105,128],"used":[52,80],"accurately":[54],"effectively":[56],"predict":[57],"future":[58,83,140],"trends.":[60,84],"will":[63,87,93,104,127,133],"discuss":[64,134],"several":[65],"processes,":[66],"such":[67],"as":[68],"data":[69],"collection":[70],"evaluation":[72],"of":[73,120],"that":[77],"examine":[88],"this":[90,121],"model":[92],"integrated":[95],"frameworks":[98],"optimization.":[101],"Case":[102],"studies":[103],"discussed":[106],"highlight":[108],"challenges":[110],"experienced":[111],"solutions":[114],"problems.":[117],"The":[118],"integration":[119],"system":[122],"other":[124],"real-world":[125],"businesses":[126],"discussed.":[129],"Lastly,":[130],"challenges,":[136],"lessons":[137],"learned,":[138],"work.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-07-12T00:00:00"}