{"id":"https://openalex.org/W4404298657","doi":"https://doi.org/10.1007/s10791-024-09482-1","title":"Optimized evaluation of the quality of sensor video internet of things (VIOT) by the integration of big data and artificial intelligence","display_name":"Optimized evaluation of the quality of sensor video internet of things (VIOT) by the integration of big data and artificial intelligence","publication_year":2024,"publication_date":"2024-11-12","ids":{"openalex":"https://openalex.org/W4404298657","doi":"https://doi.org/10.1007/s10791-024-09482-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10791-024-09482-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-024-09482-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-024-09482-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s10791-024-09482-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102770012","display_name":"Zhiqiang Wen","orcid":"https://orcid.org/0000-0002-0433-8856"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Wen","raw_affiliation_strings":["The Institute of National Governance, Tianjin Normal University, Tianjin, 300382, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of National Governance, Tianjin Normal University, Tianjin, 300382, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455721","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0001-6567-0265"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]},{"id":"https://openalex.org/I201532990","display_name":"Tianjin Foreign Studies University","ror":"https://ror.org/057hdmq26","country_code":"CN","type":"education","lineage":["https://openalex.org/I201532990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Cyber Security and Information Office, Tianjin Foreign Studies University, Tianjin, 300204, China","The Institute of National Governance, Tianjin Normal University, Tianjin, 300382, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyber Security and Information Office, Tianjin Foreign Studies University, Tianjin, 300204, China","institution_ids":["https://openalex.org/I201532990"]},{"raw_affiliation_string":"The Institute of National Governance, Tianjin Normal University, Tianjin, 300382, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100680993","display_name":"Nan Yang","orcid":"https://orcid.org/0000-0002-9373-5289"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nan Yang","raw_affiliation_strings":["Tianjin Baili Switchgear Co., Ltd, Tianjin, 300204, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Baili Switchgear Co., Ltd, Tianjin, 300204, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102770012"],"corresponding_institution_ids":["https://openalex.org/I15062923"],"apc_list":null,"apc_paid":null,"fwci":0.7103,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79517509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"27","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9151999950408936,"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"}},"topics":[{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9151999950408936,"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/internet-of-things","display_name":"Internet of Things","score":0.8167494535446167},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7505441904067993},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5841588377952576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811083316802979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4421890377998352},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4416050612926483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27790531516075134},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.2590333819389343},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20258799195289612}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.8167494535446167},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7505441904067993},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5841588377952576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811083316802979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4421890377998352},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4416050612926483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27790531516075134},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2590333819389343},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20258799195289612},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10791-024-09482-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-024-09482-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-024-09482-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10791-024-09482-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-024-09482-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-024-09482-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4785691790","display_name":null,"funder_award_id":"2023JWZD30","funder_id":"https://openalex.org/F4320326709","funder_display_name":"Tianjin Municipal Education Commission"}],"funders":[{"id":"https://openalex.org/F4320326709","display_name":"Tianjin Municipal Education Commission","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404298657.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2908883246","https://openalex.org/W3035063214","https://openalex.org/W3077555916","https://openalex.org/W3212941445","https://openalex.org/W4206544446","https://openalex.org/W4211024243","https://openalex.org/W4214571864","https://openalex.org/W4220753815","https://openalex.org/W4306402935","https://openalex.org/W4318476956","https://openalex.org/W4323075761","https://openalex.org/W4361297540","https://openalex.org/W4362589893","https://openalex.org/W4372295517","https://openalex.org/W4385611120","https://openalex.org/W4386583157","https://openalex.org/W4388422529","https://openalex.org/W4390006671","https://openalex.org/W4391248986","https://openalex.org/W4391862519","https://openalex.org/W4392708211","https://openalex.org/W4392862114","https://openalex.org/W4394750267","https://openalex.org/W4396560273","https://openalex.org/W4396809036","https://openalex.org/W4398137387","https://openalex.org/W6927276511"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Abstract":[0],"The":[1,167,318,358],"application":[2,95],"of":[3,7,20,25,62,66,73,88,145,164,169,215,301,307,328,345],"sensor":[4,67,360],"video":[5,68,355,361],"internet":[6],"things":[8],"technology":[9],"to":[10,33,140,159],"large-scale":[11,80],"integrated":[12,81,110],"work":[13],"can":[14],"significantly":[15,293],"improve":[16],"the":[17,23,57,64,71,86,141,146,161,165,173,208,213,260,277,280,295,310,331,343,346,383],"working":[18,28],"quality":[19,29,69,214,356,362],"employees.":[21],"However,":[22],"degree":[24],"improvement":[26],"in":[27,35,85,150,351,382],"is":[30,97,137,172,228,255,313,323],"still":[31,50],"difficult":[32],"measure":[34],"a":[36,60,93,100,120,221,242,298,304,326,336,368],"systematic,":[37],"intelligent,":[38],"stable,":[39],"and":[40,45,76,90,105,116,134,152,189,200,238,248,265,286,303,372,380],"accurate":[41],"manner.":[42],"local":[43,132],"optimization":[44,118],"adjustment":[46],"after":[47],"evaluation":[48,65,261,363,384],"are":[49],"relatively":[51],"challenging,":[52],"To":[53],"address":[54],"these":[55],"issues,":[56],"study":[58],"proposes":[59],"method":[61,364],"optimizing":[63],"through":[70],"integration":[72],"big":[74,103],"data":[75,104,235,283],"AI":[77,106],"techniques.":[78],"A":[79],"distance":[82,147],"education":[83,89,148,274],"system":[84,123,149,162,177,185,190,198,223],"field":[87],"training":[91],"with":[92,125,297],"certain":[94],"basis":[96],"adopted":[98],"as":[99,109,325],"case.":[101],"Including":[102],"techniques":[107],"such":[108],"intelligent":[111],"agent":[112],"modules,":[113],"recommendation":[114],"algorithms,":[115,119],"transaction":[117],"new":[121],"agent-oriented":[122],"design":[124],"fast":[126],"response":[127],"speed,":[128],"strong":[129,337],"scalability,":[130],"convenient":[131],"optimization,":[133],"greater":[135],"stability":[136],"achieved.":[138],"According":[139],"network":[142],"topology":[143],"structure":[144],"colleges":[151],"universities,":[153],"this":[154,170,352],"paper":[155,171,353],"uses":[156],"queuing":[157],"theory":[158],"analyze":[160],"performance":[163,203,254],"system.":[166],"focus":[168],"quantitative":[174],"relationship":[175],"between":[176],"communication":[178],"intensity":[179],"\u03c1,":[180],"user":[181],"arrival":[182],"rate":[183],"\u03bb,":[184],"channel":[186],"capacity":[187],"n":[188],"waiting":[191],"delay,":[192],"blocking":[193],"probability,":[194],"average":[195],"queue":[196],"length,":[197],"throughput":[199],"other":[201],"important":[202],"indicators.":[204],"In":[205,276],"teaching":[206,253],"evaluation,":[207],"key":[209,269],"factor":[210],"that":[211,218,271,292],"affects":[212],"classroom":[216,226,273],"teaching,":[217],"is,":[219],"Developing":[220],"comprehensive":[222],"for":[224,245,354],"evaluating":[225],"instruction":[227],"crucial.":[229],"By":[230],"incorporating":[231],"student":[232,281],"feedback,":[233],"leveraging":[234],"mining":[236],"techniques,":[237],"harnessing":[239],"computer":[240],"technology,":[241],"holistic":[243],"framework":[244],"gathering,":[246],"analyzing,":[247],"generating":[249],"actionable":[250],"insights":[251],"on":[252],"established.":[256],"This":[257],"approach":[258],"makes":[259],"process":[262],"more":[263],"systematic":[264],"evidence-based,":[266],"identifying":[267],"12":[268],"elements":[270],"influence":[272],"standards.":[275],"experimental":[278,289],"section,":[279],"assessment":[282],"sets":[284],"I1":[285],"I2":[287],"exhibit":[288],"values":[290],"(statistics)":[291],"exceed":[294],"thresholds,":[296],"minimum":[299],"support":[300],"0.32":[302],"confidence":[305,370],"level":[306,371],"0.61.":[308],"Moreover,":[309],"Boolean":[311],"matrix":[312],"divided":[314],"into":[315],"90":[316],"points.":[317],"rule":[319],"U1Ua":[320],"\u2265":[321],"U2":[322],"identified":[324],"subset":[327],"{U1U2Ua}":[329],"within":[330],"large":[332],"item":[333],"set,":[334],"signifying":[335],"association":[338],"rule.":[339],"These":[340],"findings":[341],"confirm":[342],"robustness":[344],"artificial":[347],"intelligence":[348],"model":[349],"proposed":[350],"prediction.":[357],"optimized":[359],"not":[365],"only":[366],"meets":[367],"satisfactory":[369],"matching":[373],"value":[374],"but":[375],"also":[376],"demonstrates":[377],"good":[378],"reliability":[379],"relevance":[381],"criteria.":[385]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
