{"id":"https://openalex.org/W4391249331","doi":"https://doi.org/10.1109/icacrs58579.2023.10405107","title":"Application of Internet of Things and Machine Learning in Improving Supply Chain Financial Risk Management System","display_name":"Application of Internet of Things and Machine Learning in Improving Supply Chain Financial Risk Management System","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4391249331","doi":"https://doi.org/10.1109/icacrs58579.2023.10405107"},"language":"en","primary_location":{"id":"doi:10.1109/icacrs58579.2023.10405107","doi":"https://doi.org/10.1109/icacrs58579.2023.10405107","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icacrs58579.2023.10405107","pdf_url":null,"source":{"id":"https://openalex.org/S4363607919","display_name":"International Conference on Automation, Computing and Renewable Systems (ICACRS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5100655760","display_name":"Kulbir Singh","orcid":"https://orcid.org/0000-0001-8070-3395","observed_orcids":["https://orcid.org/0000-0001-8070-3395"]},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kulbir Singh","raw_affiliation_strings":["Institute of Management Technology, Nagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Management Technology, Nagpur, India","institution_ids":["https://openalex.org/I166533956"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Richa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa","raw_affiliation_strings":["Sharda University,School of Law,Greater Noida","School of Law, Sharda University, Greater Noida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sharda University,School of Law,Greater Noida","institution_ids":["https://openalex.org/I74885063"]},{"raw_affiliation_string":"School of Law, Sharda University, Greater Noida","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004739730","display_name":"Prakash Divakaran","orcid":"https://orcid.org/0009-0001-7185-1326","observed_orcids":["https://orcid.org/0009-0001-7185-1326"]},"institutions":[{"id":"https://openalex.org/I3133268928","display_name":"Himalayan University","ror":"https://ror.org/01e8sd806","country_code":"IN","type":"education","lineage":["https://openalex.org/I3133268928"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Divakaran","raw_affiliation_strings":["Himalayan University, Itanagar, Arunachal Pradesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Himalayan University, Itanagar, Arunachal Pradesh","institution_ids":["https://openalex.org/I3133268928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072669631","display_name":"Vandana Mishra Chaturvedi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153931","display_name":"DY Patil Deemed to be University","ror":"https://ror.org/045qb5273","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210153931"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vandana Mishra Chaturvedi","raw_affiliation_strings":["D Y Patil Deemed to be University, Sector-7, Vidy a Nagar, Nerul, Navi,Mumbai,400706"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D Y Patil Deemed to be University, Sector-7, Vidy a Nagar, Nerul, Navi,Mumbai,400706","institution_ids":["https://openalex.org/I4210153931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034298622","display_name":"Pradeep Kumar","orcid":"https://orcid.org/0000-0001-6818-4043","observed_orcids":["https://orcid.org/0000-0001-6818-4043"]},"institutions":[{"id":"https://openalex.org/I4405258633","display_name":"Rungta College of Engineering and Technology","ror":"https://ror.org/010gah044","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405258633","https://openalex.org/I4405259702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pradeep Kumar","raw_affiliation_strings":["Rungta College of Engineering And Technology,Electronics and Telecommunications Engineering,Bhilai,Chhattisgarh","Electronics and Telecommunications Engineering, Rungta College of Engineering And Technology, Bhilai, Chhattisgarh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rungta College of Engineering And Technology,Electronics and Telecommunications Engineering,Bhilai,Chhattisgarh","institution_ids":["https://openalex.org/I4405258633"]},{"raw_affiliation_string":"Electronics and Telecommunications Engineering, Rungta College of Engineering And Technology, Bhilai, Chhattisgarh","institution_ids":["https://openalex.org/I4405258633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087760496","display_name":"Suraj Malik","orcid":"https://orcid.org/0000-0003-3374-384X","observed_orcids":["https://orcid.org/0000-0003-3374-384X"]},"institutions":[{"id":"https://openalex.org/I4405262983","display_name":"IIMT University","ror":"https://ror.org/00zncbw15","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262983"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suraj Malik","raw_affiliation_strings":["IIMT University,Department of Computer Science and Engineering,Meerut,U.P","Department of Computer Science and Engineering, IIMT University, Meerut, U.P"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIMT University,Department of Computer Science and Engineering,Meerut,U.P","institution_ids":["https://openalex.org/I4405262983"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, IIMT University, Meerut, U.P","institution_ids":["https://openalex.org/I4405262983"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2819,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73198353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1115","last_page":"1121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12544","display_name":"Working Capital and Financial Performance","score":0.5615000128746033,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T12544","display_name":"Working Capital and Financial Performance","score":0.5615000128746033,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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":0.31839999556541443,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.042500000447034836,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/supply-chain-finance","display_name":"supply chain finance","score":0.9819999933242798},{"id":"https://openalex.org/keywords/financial-risk-management","display_name":"financial risk management","score":0.9850000143051147},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9739999771118164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9929999709129333},{"id":"https://openalex.org/keywords/information-asymmetry","display_name":"information asymmetry","score":0.9259999990463257},{"id":"https://openalex.org/keywords/agency-theory","display_name":"agency theory","score":0.8180000185966492},{"id":"https://openalex.org/keywords/operational-risk","display_name":"operational risk","score":0.9350000023841858},{"id":"https://openalex.org/keywords/risk-reduction","display_name":"risk mitigation","score":0.8180000185966492},{"id":"https://openalex.org/keywords/pandemic-response","display_name":"pandemic response","score":0.5389999747276306},{"id":"https://openalex.org/keywords/natural-disaster-response","display_name":"natural disaster response","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6887232065200806},{"id":"https://openalex.org/C192639820","wikidata":"https://www.wikidata.org/wiki/Q1114469","display_name":"Supply chain risk management","level":5,"score":0.6762924194335938},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.6194676756858826},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5504065155982971},{"id":"https://openalex.org/C11489865","wikidata":"https://www.wikidata.org/wiki/Q944806","display_name":"Operational risk","level":3,"score":0.5039963126182556},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.5006809234619141},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.48538076877593994},{"id":"https://openalex.org/C2776677110","wikidata":"https://www.wikidata.org/wiki/Q18357734","display_name":"Operational risk management","level":4,"score":0.4611049294471741},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45023995637893677},{"id":"https://openalex.org/C48840187","wikidata":"https://www.wikidata.org/wiki/Q689042","display_name":"Service management","level":4,"score":0.44580942392349243},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4313719868659973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3304986357688904},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.22401466965675354},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacrs58579.2023.10405107","doi":"https://doi.org/10.1109/icacrs58579.2023.10405107","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icacrs58579.2023.10405107","pdf_url":null,"source":{"id":"https://openalex.org/S4363607919","display_name":"International Conference on Automation, Computing and Renewable Systems (ICACRS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on Automation, Computing and Renewable Systems (ICACRS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2795635811","https://openalex.org/W3216512238","https://openalex.org/W4210329996","https://openalex.org/W4221058784","https://openalex.org/W4311285712","https://openalex.org/W4323306195","https://openalex.org/W4383068512"],"related_works":["https://openalex.org/W2965155801","https://openalex.org/W2782721994","https://openalex.org/W4200363759","https://openalex.org/W4403534797","https://openalex.org/W4393105118","https://openalex.org/W4318474281","https://openalex.org/W7164855578","https://openalex.org/W3111627314","https://openalex.org/W4210329996","https://openalex.org/W2999210395"],"abstract_inverted_index":{"This":[0,39,242],"study":[1,40,66],"looks":[2],"into":[3,68,227],"the":[4,19,36,69,91,98,102,104,109,114,123,130,133,141,152,180,208,222,228,234,244,256],"significant":[5,217],"operational":[6,134,156],"risk,":[7],"information":[8,110],"asymmetry,":[9],"and":[10,27,48,55,113,136,160,200,213,239],"modal":[11],"lag":[12],"problems":[13],"that":[14],"are":[15],"currently":[16],"present":[17],"in":[18,76,90,233,249],"market":[20],"for":[21,176,183],"supply":[22,45,77,144,161],"chain":[23,46,145,162],"financing":[24],"between":[25],"banks":[26],"enterprises.":[28],"Policy":[29],"suggestions":[30],"will":[31],"be":[32,225],"made":[33],"based":[34],"on":[35],"investigation\u2019s":[37],"results.":[38],"set":[41],"out":[42],"to":[43,82,122,190,259],"define":[44],"finance":[47,107,146],"illustrate":[49],"its":[50,205],"core":[51],"goal.":[52],"The":[53,186],"first":[54,181],"most":[56],"crucial":[57],"step":[58,182],"was":[59,148],"this.":[60],"From":[61],"a":[62,174,184,216,261],"theoretical":[63],"perspective,":[64],"this":[65,192],"looked":[67],"conceptual":[70],"foundations":[71],"of":[72,93,101,116,129,132,140,154,210,219,230,236,255],"financial":[73,164,238],"risk":[74,169,177],"management":[75],"networks.":[78],"In":[79,207],"an":[80,127],"effort":[81],"ascertain":[83],"whether":[84],"or":[85],"not":[86],"they":[87],"could":[88],"assist":[89],"process":[92,229],"avoiding":[94],"potential":[95],"risks":[96,157],"during":[97],"actual":[99],"production":[100],"product,":[103],"self-compensated":[105],"trade":[106],"theory,":[108,112],"asymmetry":[111],"use":[115],"principle":[117],"agents":[118],"were":[119,158,171],"all":[120],"put":[121],"test.":[124],"After":[125],"that,":[126],"investigation":[128],"deficiencies":[131],"strategies":[135],"associated":[137],"business":[138],"practices":[139],"three":[142],"primary":[143],"models":[147],"carried":[149],"out.":[150],"On":[151],"basis":[153],"this,":[155],"found,":[159],"operations\u2019":[163],"elements":[165],"as":[166,168,194,196],"well":[167],"sources":[170],"investigated.":[172],"Creating":[173],"strategy":[175],"mitigation":[178],"is":[179,189,198,243,253],"business.":[185],"next":[187],"phase":[188],"implement":[191],"plan":[193],"soon":[195],"it":[197],"practical,":[199],"you":[201],"should":[202,224],"continuously":[203],"assess":[204],"effectiveness.":[206],"context":[209],"managing":[211],"pandemics":[212],"natural":[214],"disasters,":[215],"amount":[218],"input":[220],"from":[221],"government":[223],"incorporated":[226],"giving":[231],"aid":[232],"form":[235],"both":[237],"nonfinancial":[240],"resources.":[241],"case":[245],"since":[246],"actively":[247],"participating":[248],"one\u2019s":[250],"local":[251],"community":[252],"one":[254],"best":[257],"methods":[258],"create":[260],"strong":[262],"society.":[263]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-01-27T00:00:00"}