{"id":"https://openalex.org/W4401794525","doi":"https://doi.org/10.1109/access.2024.3447756","title":"Optimizing e-Commerce Supply Chains With Categorical Boosting: A Predictive Modeling Framework","display_name":"Optimizing e-Commerce Supply Chains With Categorical Boosting: A Predictive Modeling Framework","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401794525","doi":"https://doi.org/10.1109/access.2024.3447756"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3447756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3447756","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3447756","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051958954","display_name":"Javed Sayyad","orcid":"https://orcid.org/0000-0002-9039-5733"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Javed K. Sayyad","raw_affiliation_strings":["Department of Robotics and Automation, Symbiosis Institute of Technology (SIT), Symbiosis International (Deemed University) (SIU), Lavale, Pune, Maharashtra, India"],"raw_orcid":"https://orcid.org/0000-0002-9039-5733","affiliations":[{"raw_affiliation_string":"Department of Robotics and Automation, Symbiosis Institute of Technology (SIT), Symbiosis International (Deemed University) (SIU), Lavale, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005136232","display_name":"Khush Attarde","orcid":"https://orcid.org/0009-0006-5768-2649"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khush Attarde","raw_affiliation_strings":["Department of Robotics and Automation, Symbiosis Institute of Technology (SIT), Symbiosis International (Deemed University) (SIU), Lavale, Pune, Maharashtra, India"],"raw_orcid":"https://orcid.org/0009-0006-5768-2649","affiliations":[{"raw_affiliation_string":"Department of Robotics and Automation, Symbiosis Institute of Technology (SIT), Symbiosis International (Deemed University) (SIU), Lavale, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046918898","display_name":"Nasreddine Saadouli","orcid":"https://orcid.org/0000-0001-5615-9756"},"institutions":[{"id":"https://openalex.org/I179311214","display_name":"Gulf University for Science & Technology","ror":"https://ror.org/04d9rzd67","country_code":"KW","type":"education","lineage":["https://openalex.org/I179311214"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Nasreddine Saadouli","raw_affiliation_strings":["Department of Business Administration, College of Business Administration, Gulf University for Science and Technology, Mubarak Al-Abdullah, Kuwait"],"raw_orcid":"https://orcid.org/0000-0001-5615-9756","affiliations":[{"raw_affiliation_string":"Department of Business Administration, College of Business Administration, Gulf University for Science and Technology, Mubarak Al-Abdullah, Kuwait","institution_ids":["https://openalex.org/I179311214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051958954"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.6023,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97765013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"134549","last_page":"134567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9743000268936157,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9743000268936157,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9484000205993652,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.8243169784545898},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7713868618011475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6552827954292297},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6390721797943115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45417898893356323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39588066935539246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.329466313123703},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11049550771713257}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8243169784545898},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7713868618011475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6552827954292297},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6390721797943115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45417898893356323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39588066935539246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.329466313123703},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11049550771713257},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3447756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3447756","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:04ff80633f824a0c96dffea38c7f653c","is_oa":true,"landing_page_url":"https://doaj.org/article/04ff80633f824a0c96dffea38c7f653c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 134549-134567 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3447756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3447756","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W157631562","https://openalex.org/W1977120531","https://openalex.org/W2028327736","https://openalex.org/W2033533457","https://openalex.org/W2102252869","https://openalex.org/W2518616445","https://openalex.org/W2544764962","https://openalex.org/W2553056289","https://openalex.org/W2607780400","https://openalex.org/W2625815358","https://openalex.org/W2769102099","https://openalex.org/W2774748887","https://openalex.org/W2809552173","https://openalex.org/W2901223692","https://openalex.org/W2905864531","https://openalex.org/W2955285339","https://openalex.org/W2960541823","https://openalex.org/W3000067045","https://openalex.org/W3000189571","https://openalex.org/W3008519538","https://openalex.org/W3022060693","https://openalex.org/W3032512766","https://openalex.org/W3044719873","https://openalex.org/W3082871725","https://openalex.org/W3114141390","https://openalex.org/W3118651707","https://openalex.org/W3123860597","https://openalex.org/W3142712062","https://openalex.org/W3162257929","https://openalex.org/W3162436582","https://openalex.org/W3175485071","https://openalex.org/W3183062801","https://openalex.org/W3192208786","https://openalex.org/W3208138815","https://openalex.org/W4200031472","https://openalex.org/W4200395024","https://openalex.org/W4210401140","https://openalex.org/W4210997151","https://openalex.org/W4220652630","https://openalex.org/W4221058918","https://openalex.org/W4226184503","https://openalex.org/W4233436713","https://openalex.org/W4254039837","https://openalex.org/W4283744442","https://openalex.org/W4288871561","https://openalex.org/W4293570554","https://openalex.org/W4294636881","https://openalex.org/W4296450005","https://openalex.org/W4297486149","https://openalex.org/W4306918796","https://openalex.org/W4313310734","https://openalex.org/W4318769934","https://openalex.org/W4321457711","https://openalex.org/W4367176521","https://openalex.org/W4385190164","https://openalex.org/W4386200001","https://openalex.org/W4386831384","https://openalex.org/W4387163553","https://openalex.org/W4387532769","https://openalex.org/W4390077803","https://openalex.org/W4390870551","https://openalex.org/W4391479906","https://openalex.org/W4392161882","https://openalex.org/W4392912488","https://openalex.org/W4395012013","https://openalex.org/W4400531538","https://openalex.org/W4400721462","https://openalex.org/W6774057390"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W2147697413","https://openalex.org/W2154063878","https://openalex.org/W4231274751","https://openalex.org/W2556012038","https://openalex.org/W3082059448","https://openalex.org/W4313640622"],"abstract_inverted_index":{"Managing":[0],"various":[1,131],"aspects":[2],"of":[3,141,171],"the":[4,120,169,172,179,185],"Supply":[5],"Chain":[6],"(SC)":[7],"has":[8],"become":[9],"increasingly":[10],"challenging":[11],"in":[12,83],"today\u2019s":[13],"complex":[14],"business":[15],"landscape.":[16],"To":[17],"improve":[18],"profitability,":[19],"boost":[20],"sales,":[21,158],"and":[22,48,66,89,93,151,160,163,175],"enhance":[23,134],"customer":[24],"satisfaction,":[25],"it":[26],"is":[27,72],"crucial":[28],"to":[29,44,107,133,146,190],"explore":[30],"future":[31],"possibilities":[32],"by":[33,129],"adjusting":[34],"key":[35],"relational":[36],"parameters.":[37],"However,":[38],"traditional":[39],"forecasting":[40],"methods":[41],"often":[42],"fail":[43,92],"provide":[45],"accurate":[46],"insights":[47],"are":[49],"time-consuming.":[50],"These":[51],"limitations":[52],"can":[53,78,188],"be":[54],"overcome":[55],"using":[56,105,112],"Artificial":[57],"Intelligence":[58],"(AI)":[59],"algorithms":[60],"such":[61],"as":[62],"Machine":[63],"Learning":[64,68],"(ML)":[65],"Deep":[67],"(DL).":[69],"CatBoost":[70,106,118],"algorithm":[71],"an":[73,123],"ensemble-based":[74],"ML":[75,88],"model":[76,121,192],"that":[77,183],"handle":[79],"categorical":[80],"variables":[81],"effectively":[82],"its":[84,176],"architecture,":[85],"whereas":[86],"other":[87],"DL":[90],"models":[91],"require":[94],"explicit":[95],"encoding":[96],"techniques.":[97],"In":[98],"this":[99,154],"study,":[100],"a":[101,113],"predictive":[102],"modeling":[103],"approach":[104,115,155],"optimize":[108],"supply":[109],"chain":[110],"processes":[111],"mathematical":[114],"was":[116,144],"proposed.":[117],"evaluates":[119],"on":[122,178],"e-commerce":[124],"dataset":[125],"through":[126],"empirical":[127],"analysis":[128],"tuning":[130],"hyperparameters":[132],"prediction":[135],"efficiency.":[136],"A":[137],"computational":[138],"time":[139],"limit":[140],"ten":[142],"minutes":[143],"used":[145],"ensure":[147],"practicality.":[148],"Using":[149],"regression":[150],"classification":[152],"frameworks,":[153],"involves":[156],"predicting":[157],"profit,":[159],"delivery":[161],"times,":[162],"identifying":[164],"potential":[165],"customers.":[166],"Consequently,":[167],"analyzing":[168],"behavior":[170],"learning":[173,186],"rate":[174,187],"impact":[177],"performance":[180],"metrics":[181],"indicated":[182],"increasing":[184],"lead":[189],"improved":[191],"performance.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}