{"id":"https://openalex.org/W3120323987","doi":"https://doi.org/10.1109/access.2021.3049256","title":"Intelligent Agent-Based Predict System With Cloud Computing for Enterprise Service Platform in IoT Environment","display_name":"Intelligent Agent-Based Predict System With Cloud Computing for Enterprise Service Platform in IoT Environment","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3120323987","doi":"https://doi.org/10.1109/access.2021.3049256","mag":"3120323987"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3049256","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3049256","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09313988.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/ielx7/6287639/9312710/09313988.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046659609","display_name":"Weijun Yang","orcid":"https://orcid.org/0000-0002-2585-8033"},"institutions":[{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weijun Yang","raw_affiliation_strings":["Department of Electromechanical Engineering, Guangzhou City Polytechnic, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2585-8033","affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, Guangzhou City Polytechnic, Guangzhou, China","institution_ids":["https://openalex.org/I4400600979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046260304","display_name":"Yuqiang Chen","orcid":"https://orcid.org/0000-0002-5543-2500"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuqiang Chen","raw_affiliation_strings":["Department of Computer Engineering, Dongguan Polytechnic, Dongguan, China","Department of Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5543-2500","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Dongguan Polytechnic, Dongguan, China","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032910989","display_name":"Yeh-Cheng Chen","orcid":"https://orcid.org/0000-0001-7793-1098"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yeh-Cheng Chen","raw_affiliation_strings":["Department of Computer Engineering, Dongguan Polytechnic, Dongguan, China","Department of Computer Science, University of California at Davis, Davis, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7793-1098","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Dongguan Polytechnic, Dongguan, China","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, University of California at Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007503025","display_name":"Ku-Ce Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ku-Ce Yeh","raw_affiliation_strings":["Department of Information Science, National Chiao Tung University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046659609"],"corresponding_institution_ids":["https://openalex.org/I4400600979"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2418,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87896017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"11843","last_page":"11871"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9886000156402588,"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":0.9886000156402588,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14064","display_name":"Organizational and Employee Performance","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8287246227264404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7451635599136353},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7096123695373535},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.4312751889228821},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42622247338294983},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37085288763046265},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36231696605682373},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23766526579856873},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.19160497188568115},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.107628732919693}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8287246227264404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7451635599136353},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7096123695373535},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.4312751889228821},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42622247338294983},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37085288763046265},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36231696605682373},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23766526579856873},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.19160497188568115},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.107628732919693},{"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.2021.3049256","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3049256","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09313988.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:9d172c912e1740a9945c6f004c8fb74d","is_oa":true,"landing_page_url":"https://doaj.org/article/9d172c912e1740a9945c6f004c8fb74d","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-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 11843-11871 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3049256","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3049256","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09313988.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":[{"display_name":"Industry, innovation and infrastructure","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6589989156","display_name":null,"funder_award_id":"61106019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3120323987.pdf","grobid_xml":"https://content.openalex.org/works/W3120323987.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W648994142","https://openalex.org/W818837996","https://openalex.org/W1633238956","https://openalex.org/W1966719918","https://openalex.org/W1967561194","https://openalex.org/W1980298600","https://openalex.org/W1982719471","https://openalex.org/W2017890988","https://openalex.org/W2037634034","https://openalex.org/W2039025536","https://openalex.org/W2039049774","https://openalex.org/W2044181383","https://openalex.org/W2046271312","https://openalex.org/W2050204590","https://openalex.org/W2063378142","https://openalex.org/W2064720126","https://openalex.org/W2065341617","https://openalex.org/W2065968670","https://openalex.org/W2069463277","https://openalex.org/W2072384822","https://openalex.org/W2081465772","https://openalex.org/W2082029512","https://openalex.org/W2085711939","https://openalex.org/W2088160668","https://openalex.org/W2094569884","https://openalex.org/W2105103777","https://openalex.org/W2117163577","https://openalex.org/W2125057168","https://openalex.org/W2129466305","https://openalex.org/W2136102480","https://openalex.org/W2143253416","https://openalex.org/W2153082671","https://openalex.org/W2242049308","https://openalex.org/W2291694011","https://openalex.org/W2293327988","https://openalex.org/W2317354861","https://openalex.org/W2336682439","https://openalex.org/W2338665915","https://openalex.org/W2344707507","https://openalex.org/W2485472301","https://openalex.org/W2612651689","https://openalex.org/W2640461821","https://openalex.org/W2762237834","https://openalex.org/W2790149617","https://openalex.org/W2790644837","https://openalex.org/W2795339516","https://openalex.org/W2805677885","https://openalex.org/W2807894910","https://openalex.org/W2890503685","https://openalex.org/W2890910962","https://openalex.org/W2895931828","https://openalex.org/W2911056119","https://openalex.org/W2913598664","https://openalex.org/W2942212040","https://openalex.org/W3017024260","https://openalex.org/W3151351911","https://openalex.org/W4251576161","https://openalex.org/W6671088808"],"related_works":["https://openalex.org/W2910471270","https://openalex.org/W2786605657","https://openalex.org/W2286927204","https://openalex.org/W2542495494","https://openalex.org/W3010392315","https://openalex.org/W2148369338","https://openalex.org/W4387238100","https://openalex.org/W4364380763","https://openalex.org/W1963973343","https://openalex.org/W3158201183"],"abstract_inverted_index":{"If":[0,23],"the":[1,7,17,20,24,32,37,45,48,50,61,75,78,83,89,93,114,124,134,146,151,185],"product":[2,28,33,53,126,131],"supply":[3,38],"shortage":[4],"occurs":[5],"during":[6],"sales":[8,21,34,52],"period,":[9],"customers":[10],"will":[11],"turn":[12],"to":[13,43,107,122,129,138,142,145],"other":[14],"companies,":[15],"so":[16],"enterprise":[18,25],"lose":[19],"opportunity.":[22],"can":[26,54,64,181],"predict":[27],"demands,":[29],"and":[30,60,133,162,198],"manages":[31],"by":[35,68],"using":[36],"chain":[39],"management":[40],"prediction":[41,100,111,127,140,175,186,192],"system":[42,112,176,187,193],"improve":[44,195],"bottleneck":[46],"of":[47,70,86,116,150],"inventory,":[49],"hot":[51,205],"have":[55],"more":[56],"critical":[57],"time":[58],"utilization,":[59],"inventory":[62],"status":[63],"be":[65,182],"reflected":[66],"quickly":[67],"Internet":[69],"Things":[71],"(IoT).":[72],"To":[73,171],"overcome":[74],"problem":[76],"that":[77,184],"replenishment":[79],"model":[80],"cannot":[81],"show":[82],"actual":[84],"quantity":[85],"products":[87,144],"on":[88],"store":[90],"shelves,":[91],"in":[92,160],"paper,":[94],"we":[95],"propose":[96],"an":[97,109,154],"intelligent":[98,125,163,190],"agent-based":[99,155,191],"system,":[101],"which":[102],"serves":[103],"as":[104,167],"a":[105,173],"framework":[106],"construct":[108],"integrated":[110],"through":[113],"use":[115],"radio":[117],"frequency":[118],"identification":[119],"(RFID)":[120],"technology":[121],"design":[123],"shelf":[128],"extract":[130],"messages,":[132],"service":[135,158,202],"oriented":[136],"architecture":[137,188],"develop":[139],"information":[141],"recommend":[143],"customer.":[147],"The":[148],"result":[149],"paper":[152],"proposes":[153],"cloud":[156,169],"computing":[157],"platform":[159],"IoT":[161],"agents":[164],"with":[165,177],"SOA":[166],"backend":[168],"services.":[170],"build":[172],"prototype":[174],"performance":[178,197],"analysis,":[179],"it":[180],"proved":[183],"for":[189,204],"could":[194],"operation":[196],"effectively":[199],"enhance":[200],"customer":[201],"quality":[203],"sale":[206],"products.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}