{"id":"https://openalex.org/W3199465804","doi":"https://doi.org/10.1109/access.2021.3111306","title":"An Advanced LSTM Model for Optimal Scheduling in Smart Logistic Environment: E-Commerce Case","display_name":"An Advanced LSTM Model for Optimal Scheduling in Smart Logistic Environment: E-Commerce Case","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199465804","doi":"https://doi.org/10.1109/access.2021.3111306","mag":"3199465804"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3111306","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3111306","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09531363.pdf","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://ieeexplore.ieee.org/ielx7/6287639/6514899/09531363.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071915436","display_name":"Yassine Issaoui","orcid":"https://orcid.org/0000-0002-1140-7776"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Yassine Issaoui","raw_affiliation_strings":["Lab SSDIA, University Hassan II of Casablanca,Morocco. (e-mail: issaouiyassine818@gmail.com)","[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]"],"raw_orcid":"https://orcid.org/0000-0002-1140-7776","affiliations":[{"raw_affiliation_string":"Lab SSDIA, University Hassan II of Casablanca,Morocco. (e-mail: issaouiyassine818@gmail.com)","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023307048","display_name":"Azeddine Khiat","orcid":"https://orcid.org/0000-0002-7090-9098"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Azeddine Khiat","raw_affiliation_strings":["Lab SSDIA, University Hassan II of Casablanca,Morocco","[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab SSDIA, University Hassan II of Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004051073","display_name":"Ayoub Bahnasse","orcid":"https://orcid.org/0000-0003-0426-2860"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ayoub Bahnasse","raw_affiliation_strings":["Ensam Casablanca, University Hassan II of Casablanca,Morocco","[Ensam Casablanca, Hassan II University of Casablanca, Casablanca, Morocco]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ensam Casablanca, University Hassan II of Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"[Ensam Casablanca, Hassan II University of Casablanca, Casablanca, Morocco]","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005257983","display_name":"Hassan Ouajji","orcid":"https://orcid.org/0000-0001-8200-4627"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan Ouajji","raw_affiliation_strings":["Lab SSDIA, University Hassan II of Casablanca,Morocco","[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lab SSDIA, University Hassan II of Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]},{"raw_affiliation_string":"[SSDIA Laboratory, Hassan II University of Casablanca, Casablanca, Morocco]","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.1558,"has_fulltext":true,"cited_by_count":53,"citation_normalized_percentile":{"value":0.93964196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"126337","last_page":"126356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8433157205581665},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6741729974746704},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4889439642429352},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43422770500183105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3868919610977173},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37771931290626526},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34385302662849426},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.16482120752334595},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.11314654350280762},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.09435474872589111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8433157205581665},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6741729974746704},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4889439642429352},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43422770500183105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3868919610977173},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37771931290626526},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34385302662849426},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.16482120752334595},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.11314654350280762},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.09435474872589111},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3111306","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3111306","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09531363.pdf","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:8f3b4a075f8b4f1a8a525fc025d0740d","is_oa":true,"landing_page_url":"https://doaj.org/article/8f3b4a075f8b4f1a8a525fc025d0740d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 126337-126356 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3111306","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3111306","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09531363.pdf","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199465804.pdf","grobid_xml":"https://content.openalex.org/works/W3199465804.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1544847313","https://openalex.org/W1677182931","https://openalex.org/W1938539561","https://openalex.org/W1974312678","https://openalex.org/W1979957032","https://openalex.org/W1981616524","https://openalex.org/W2017244055","https://openalex.org/W2029726230","https://openalex.org/W2034602924","https://openalex.org/W2035662840","https://openalex.org/W2047062435","https://openalex.org/W2069143585","https://openalex.org/W2073063492","https://openalex.org/W2086407443","https://openalex.org/W2088327759","https://openalex.org/W2224390469","https://openalex.org/W2310680702","https://openalex.org/W2355243605","https://openalex.org/W2506822277","https://openalex.org/W2511288551","https://openalex.org/W2597068831","https://openalex.org/W2604269502","https://openalex.org/W2735473877","https://openalex.org/W2755051898","https://openalex.org/W2769102099","https://openalex.org/W2773002580","https://openalex.org/W2774172483","https://openalex.org/W2783618155","https://openalex.org/W2797345496","https://openalex.org/W2797737158","https://openalex.org/W2799985046","https://openalex.org/W2888360669","https://openalex.org/W2899174719","https://openalex.org/W2899543713","https://openalex.org/W2899771611","https://openalex.org/W2909755137","https://openalex.org/W2912483971","https://openalex.org/W2913626777","https://openalex.org/W2914767245","https://openalex.org/W2920519397","https://openalex.org/W2939823081","https://openalex.org/W2971370897","https://openalex.org/W2983192524","https://openalex.org/W3001859927","https://openalex.org/W3010986629","https://openalex.org/W3012531662","https://openalex.org/W3014176914","https://openalex.org/W3082088321","https://openalex.org/W3087454315","https://openalex.org/W3097473079","https://openalex.org/W3120813239","https://openalex.org/W3124072033","https://openalex.org/W3124976953","https://openalex.org/W3134998644","https://openalex.org/W4382469552","https://openalex.org/W6632710854","https://openalex.org/W6706276880","https://openalex.org/W6756040250","https://openalex.org/W6758416215","https://openalex.org/W6769894700"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W2548721895","https://openalex.org/W2025955409","https://openalex.org/W1986410062","https://openalex.org/W4231062255"],"abstract_inverted_index":{"At":[0],"present,":[1],"most":[2,130],"logistics":[3,67,86,122,150,210],"systems,":[4],"especially":[5],"those":[6],"dedicated":[7],"to":[8,16,44,65,77,91,110,115,143],"e-commerce,":[9],"are":[10,53],"based":[11,49,100],"on":[12,50,101,153],"artificial":[13],"intelligence":[14],"techniques":[15,133,139],"offer":[17],"better":[18],"services":[19],"and":[20,26,85,114,134,189,193,208],"increase":[21],"outcomes.":[22],"However,":[23],"the":[24,82,129,200],"variety":[25],"complexity":[27],"of":[28,128,178,183,187,191,195],"resource":[29,112],"allocation,":[30],"as":[31,33],"well":[32],"task":[34,79,117],"scheduling,":[35],"denote":[36],"that":[37,136],"dynamic":[38],"environments":[39],"have":[40],"still":[41],"great":[42],"challenges":[43],"overcome.":[45],"So":[46],"advanced":[47,56],"models":[48,57,205],"strong":[51,154],"algorithms":[52],"required.":[54],"Introducing":[55],"into":[58],"scheduling":[59,80,118,132],"solutions":[60],"is":[61,108],"a":[62,70,97,102,120,181,185],"promising":[63],"way":[64],"enhance":[66,116],"efficiency.":[68],"As":[69],"result,":[71],"managing":[72],"system":[73],"resources":[74],"remain":[75],"essential":[76],"optimize":[78,111],"respecting":[81],"interactive":[83],"impacts,":[84],"systems":[87],"requirements.":[88],"In":[89],"response":[90],"these":[92],"challenges,":[93],"in":[94,119],"this":[95],"paper,":[96],"powerful":[98],"solution":[99],"Long":[103],"short-term":[104],"memory":[105],"(LSTM)":[106],"model":[107,151],"proposed":[109,148],"allocation":[113],"smart":[121,149],"framework.":[123],"This":[124],"paper":[125],"explores":[126],"some":[127],"important":[131,173],"hypothesizes":[135],"deep":[137],"learning":[138],"might":[140],"be":[141],"able":[142],"afford":[144],"accurate":[145],"approaches.":[146],"The":[147,166],"lays":[152],"techniques,":[155],"for":[156,202,206],"that,":[157],"experimental":[158],"simulations":[159],"were":[160],"conducted":[161],"using":[162,203],"various":[163],"project":[164],"instances.":[165],"validation":[167],"tests":[168],"demonstrated":[169],"competitive":[170],"results":[171,198],"with":[172,180],"performance":[174],"rates":[175],"i.e.:":[176],"accuracy":[177],"92,44%":[179],"precision":[182],"93,83,":[184],"recall":[186],"95.18%,":[188],"F1-score":[190],"94,92%,":[192],"AUC":[194],"88,17%.":[196],"These":[197],"reveal":[199],"proof-of-principle":[201],"LSTM":[204],"effective":[207],"truthful":[209],"operations.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
