{"id":"https://openalex.org/W4388340973","doi":"https://doi.org/10.23939/ictee2023.02.043","title":"INVESTIGATION OF DISTRIBUTED MATRIX FACTORISATION EFFICIENCY IN THE INDUSTRIAL SYSTEMS","display_name":"INVESTIGATION OF DISTRIBUTED MATRIX FACTORISATION EFFICIENCY IN THE INDUSTRIAL SYSTEMS","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4388340973","doi":"https://doi.org/10.23939/ictee2023.02.043"},"language":"en","primary_location":{"id":"doi:10.23939/ictee2023.02.043","doi":"https://doi.org/10.23939/ictee2023.02.043","is_oa":true,"landing_page_url":"https://doi.org/10.23939/ictee2023.02.043","pdf_url":"https://science.lpnu.ua/sites/default/files/journal-paper/2023/oct/31562/paper5_0.pdf","source":{"id":"https://openalex.org/S4210179547","display_name":"Information and communication technologies electronic engineering","issn_l":"2786-4553","issn":["2786-4553"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4383778659","host_organization_name":"Lviv Polytechnic National University","host_organization_lineage":["https://openalex.org/P4383778659"],"host_organization_lineage_names":["Lviv Polytechnic National University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and communication technologies, electronic engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://science.lpnu.ua/sites/default/files/journal-paper/2023/oct/31562/paper5_0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016096662","display_name":"Olena Hordiichuk-Bublivska","orcid":"https://orcid.org/0000-0002-6439-549X","observed_orcids":["https://orcid.org/0000-0002-6439-549X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"O. Hordiichuk-Bublivska","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6439-549X","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5016096662"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"2","first_page":"43","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.7432000041007996,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.7432000041007996,"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"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.10159999877214432,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10101","display_name":"Cloud Computing and Resource Management","score":0.008899999782443047,"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/singular-value-decomposition","display_name":"singular value decomposition","score":0.875},{"id":"https://openalex.org/keywords/smart-grid","display_name":"smart grid","score":0.7910000085830688},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.9369999766349792},{"id":"https://openalex.org/keywords/big-data-processing","display_name":"big data processing","score":0.9430000185966492},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"distributed computing","score":0.652999997138977},{"id":"https://openalex.org/keywords/privacy-preserving-data-sharing","display_name":"privacy-preserving data sharing","score":0.6579999923706055},{"id":"https://openalex.org/keywords/industrial-systems","display_name":"industrial systems","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7764503359794617},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5798395872116089},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5623720288276672},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5501278042793274},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4935075044631958},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4893736243247986},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.47626182436943054},{"id":"https://openalex.org/C112118009","wikidata":"https://www.wikidata.org/wiki/Q4925872","display_name":"Data processing system","level":2,"score":0.4653658866882324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4329521656036377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2855902314186096},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19699600338935852},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1337948739528656},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23939/ictee2023.02.043","doi":"https://doi.org/10.23939/ictee2023.02.043","is_oa":true,"landing_page_url":"https://doi.org/10.23939/ictee2023.02.043","pdf_url":"https://science.lpnu.ua/sites/default/files/journal-paper/2023/oct/31562/paper5_0.pdf","source":{"id":"https://openalex.org/S4210179547","display_name":"Information and communication technologies electronic engineering","issn_l":"2786-4553","issn":["2786-4553"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4383778659","host_organization_name":"Lviv Polytechnic National University","host_organization_lineage":["https://openalex.org/P4383778659"],"host_organization_lineage_names":["Lviv Polytechnic National University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and communication technologies, electronic engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.23939/ictee2023.02.043","doi":"https://doi.org/10.23939/ictee2023.02.043","is_oa":true,"landing_page_url":"https://doi.org/10.23939/ictee2023.02.043","pdf_url":"https://science.lpnu.ua/sites/default/files/journal-paper/2023/oct/31562/paper5_0.pdf","source":{"id":"https://openalex.org/S4210179547","display_name":"Information and communication technologies electronic engineering","issn_l":"2786-4553","issn":["2786-4553"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4383778659","host_organization_name":"Lviv Polytechnic National University","host_organization_lineage":["https://openalex.org/P4383778659"],"host_organization_lineage_names":["Lviv Polytechnic National University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and communication technologies, electronic engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388340973.pdf","grobid_xml":"https://content.openalex.org/works/W4388340973.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2996500300","https://openalex.org/W3016838632","https://openalex.org/W3047048386","https://openalex.org/W3117946534","https://openalex.org/W3134077353","https://openalex.org/W3134662479","https://openalex.org/W3158698841","https://openalex.org/W3185858107","https://openalex.org/W4213360203","https://openalex.org/W4229451045","https://openalex.org/W4229453912","https://openalex.org/W4283023340","https://openalex.org/W4288390103","https://openalex.org/W4295308270","https://openalex.org/W4322580944","https://openalex.org/W4361185881"],"related_works":["https://openalex.org/W4322580944","https://openalex.org/W4312286974","https://openalex.org/W4361185881","https://openalex.org/W4392905366","https://openalex.org/W3155724214","https://openalex.org/W4318001215","https://openalex.org/W2616050841","https://openalex.org/W4312416626","https://openalex.org/W7218043075","https://openalex.org/W4312117002"],"abstract_inverted_index":{"The":[0,17,154,172,184,254,281],"processing":[1,35,145,158,193,250,275],"of":[2,13,31,66,91,96,157,174,194,220,242,251,256],"big":[3,143],"data":[4,34,51,102,144,160,196,214,244,274],"is":[5,71],"an":[6,67,108],"exceedingly":[7],"urgent":[8],"challenge":[9],"in":[10,39,43,151,162,169,199,209,234,262,291],"the":[11,44,72,94,131,170,200,203,235,240,248,284,295],"functioning":[12],"modern":[14],"information":[15,19,92,113,180],"systems.":[16],"latest":[18],"technologies":[20],"must":[21],"be":[22,288],"employed":[23,140],"to":[24,79,141,224,227],"collect,":[25],"store,":[26],"and":[27,59,100,126,136,147,190,205,247,277,303],"analyze":[28],"vast":[29],"amounts":[30,90],"information.":[32],"Intelligent":[33],"systems":[36,48,166,211,293],"were":[37,149,167,182,197,216,279],"implemented":[38],"numerous":[40],"fields,":[41],"particularly":[42],"industry.":[45],"Smart":[46],"industrial":[47,69,163],"also":[49],"utilize":[50],"from":[52],"various":[53],"devices,":[54],"enabling":[55],"automated":[56,300],"management":[57,301],"processes":[58,302],"network":[60,84],"component":[61],"analysis.":[62,103],"A":[63,218],"prime":[64],"example":[65],"intelligent":[68],"system":[70,230],"smart":[73,164,228,296],"grid,":[74],"which":[75],"efficiently":[76],"distributes":[77],"electricity":[78],"users":[80,231],"by":[81],"considering":[82],"demand,":[83],"parameters,":[85,264],"load,":[86],"etc.":[87],"Processing":[88],"large":[89,159,213],"necessitates":[93],"use":[95],"machine":[97],"learning":[98],"methods":[99],"mathematical":[101],"Matrix":[104],"factorization":[105,223],"serves":[106],"as":[107],"exemplary":[109],"technique":[110],"for":[111,119,177,212],"transforming":[112],"into":[114],"a":[115],"more":[116,178,191],"convenient":[117],"form":[118],"further":[120],"processing,":[121,215],"establishing":[122],"relationships":[123],"between":[124,245,271],"elements,":[125],"optimizing":[127],"outcomes.":[128],"In":[129],"particular,":[130],"SVD":[132,204],"(Singular":[133],"Value":[134],"Decomposition)":[135],"Funk-SVD":[137,206],"algorithms":[138,186],"are":[139],"address":[142],"challenges,":[146],"they":[148],"discussed":[150],"this":[152,257],"work.":[153],"key":[155],"features":[156],"volumes":[161],"grid":[165,229,297],"analyzed":[168],"paper.":[171,236],"advantages":[173,255],"distributed":[175,221,258],"computing":[176],"efficient":[179],"analysis":[181],"identified.":[183,280],"recommendation":[185,210,292],"that":[187,283],"enable":[188],"faster":[189],"accurate":[192],"extensive":[195],"explored":[198],"study.":[201],"Specifically,":[202],"algorithms,":[207],"used":[208,290],"examined.":[217],"method":[219,286],"matrix":[222],"provide":[225],"recommendations":[226],"was":[232,306],"proposed":[233,285],"This":[237],"approach":[238],"involves":[239],"exchange":[241,270],"public":[243],"devices":[246],"local":[249],"private":[252],"data.":[253],"model":[259],"include":[260],"flexibility":[261],"adjusting":[263],"improved":[265],"calculation":[266],"accuracy":[267],"through":[268],"result":[269],"nodes,":[272],"high":[273],"speed,":[276],"scalability":[278],"conclusion":[282],"can":[287],"effectively":[289],"within":[294],"context,":[298],"enhancing":[299],"resource":[304],"distribution":[305],"exclaimed.":[307]},"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-11-05T00:00:00"}
