{"id":"https://openalex.org/W4287987006","doi":"https://doi.org/10.31733/2786-491x-2022-1-127-138","title":"\u0406MPROVING THE INFORMATION SYSTEM OF THE ENTERPRISE THROUGH THE USE OF NEURAL NETWORKS","display_name":"\u0406MPROVING THE INFORMATION SYSTEM OF THE ENTERPRISE THROUGH THE USE OF NEURAL NETWORKS","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4287987006","doi":"https://doi.org/10.31733/2786-491x-2022-1-127-138"},"language":"en","primary_location":{"id":"doi:10.31733/2786-491x-2022-1-127-138","doi":"https://doi.org/10.31733/2786-491x-2022-1-127-138","is_oa":true,"landing_page_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","pdf_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","source":{"id":"https://openalex.org/S4220651827","display_name":"Philosophy Economics and Law Review","issn_l":"2786-491X","issn":["2786-491X","3083-7472"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"PHILOSOPHY, ECONOMICS AND LAW REVIEW","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072225982","display_name":"Yuliia Synytsina","orcid":"https://orcid.org/0000-0002-6447-821X","observed_orcids":["https://orcid.org/0000-0002-6447-821X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuliia  Synytsina","raw_affiliation_strings":["Candidate of Technical Sciences ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Candidate of Technical Sciences ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124833698","display_name":"Serhii Abramov","orcid":"https://orcid.org/0000-0003-0675-4850","observed_orcids":["https://orcid.org/0000-0003-0675-4850"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serhii  Abramov","raw_affiliation_strings":["Candidate of Technical Sciences ,","\u00a9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Candidate of Technical Sciences ,","institution_ids":[]},{"raw_affiliation_string":"\u00a9","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069605680","display_name":"Alexandru Lucian Manole","orcid":"https://orcid.org/0009-0002-8728-5688","observed_orcids":["https://orcid.org/0009-0002-8728-5688"]},"institutions":[{"id":"https://openalex.org/I3131147324","display_name":"Artifex University","ror":"https://ror.org/032pgsv75","country_code":"RO","type":"education","lineage":["https://openalex.org/I3131147324"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru Manole","raw_affiliation_strings":["\u00a9 D.Sc. in Philosophy , Professor (Artifex University of Bucharest) , Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00a9 D.Sc. in Philosophy , Professor (Artifex University of Bucharest) , Romania","institution_ids":["https://openalex.org/I3131147324"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.571,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72539776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11734","display_name":"Decision Support System Applications","score":0.23070000112056732,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11734","display_name":"Decision Support System Applications","score":0.23070000112056732,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.19869999587535858,"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/T13204","display_name":"Competitive and Knowledge Intelligence","score":0.1956000030040741,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8569999933242798},{"id":"https://openalex.org/keywords/marketing-information-systems","display_name":"marketing information systems","score":0.7350000143051147},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"intelligent decision support system","score":0.9169999957084656},{"id":"https://openalex.org/keywords/macroeconomic-forecasting","display_name":"macroeconomic forecasting","score":0.746999979019165},{"id":"https://openalex.org/keywords/enterprise-information-systems","display_name":"enterprise information systems","score":0.6800000071525574}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5820581912994385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.498274564743042},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4035266935825348},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3861734867095947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2570134997367859}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31733/2786-491x-2022-1-127-138","doi":"https://doi.org/10.31733/2786-491x-2022-1-127-138","is_oa":true,"landing_page_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","pdf_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","source":{"id":"https://openalex.org/S4220651827","display_name":"Philosophy Economics and Law Review","issn_l":"2786-491X","issn":["2786-491X","3083-7472"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"PHILOSOPHY, ECONOMICS AND LAW REVIEW","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31733/2786-491x-2022-1-127-138","doi":"https://doi.org/10.31733/2786-491x-2022-1-127-138","is_oa":true,"landing_page_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","pdf_url":"https://doi.org/10.31733/2786-491x-2022-1-127-138","source":{"id":"https://openalex.org/S4220651827","display_name":"Philosophy Economics and Law Review","issn_l":"2786-491X","issn":["2786-491X","3083-7472"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"PHILOSOPHY, ECONOMICS AND LAW REVIEW","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4287987006.pdf","grobid_xml":"https://content.openalex.org/works/W4287987006.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2581215590","https://openalex.org/W2605147202"],"related_works":["https://openalex.org/W1998468312","https://openalex.org/W2372404051","https://openalex.org/W2378539925","https://openalex.org/W1986600404","https://openalex.org/W2357075361","https://openalex.org/W4220773905","https://openalex.org/W616391727","https://openalex.org/W2379737831","https://openalex.org/W2477410262","https://openalex.org/W4365131836"],"abstract_inverted_index":{"It":[0],"is":[1,27,93,133,255,266,284],"offered":[2],"to":[3,28,122,199,217,234,286,301],"consider":[4],"practical":[5],"aspects":[6],"of":[7,9,19,24,33,47,59,66,73,96,99,103,110,136,142,145,149,167,170,175,182,189,195,203,207,238,244,263,271,280],"application":[8,169],"neural":[10,49,249,276,292],"networks":[11,293],"(NN)":[12],"in":[13,55,87,120,138,252,299],"the":[14,20,25,30,34,45,48,57,60,67,71,94,97,100,104,107,111,134,140,143,146,150,162,165,168,173,179,187,190,193,201,204,208,223,236,239,245,248,253,264,269,281,287],"marketing":[15,61,112,205],"information":[16,31,224,304],"system":[17,32,42,77],"(MIS)":[18],"enterprise.":[21,209,241],"The":[22,90,130,159,242,278],"aim":[23],"research":[26],"improve":[29],"enterprise":[35,155,265],"by":[36,114],"introducing":[37],"an":[38,75,116,154],"intellectual":[39],"decision":[40,257,296],"support":[41,258,297],"(IDSS)":[43],"with":[44,192,247],"use":[46,72,135,194],"network":[50,250],"and":[51,81,184],"considering":[52],"its":[53],"capabilities":[54],"forecasting":[56,95,139,185],"state":[58,141],"environment.":[62],"As":[63],"a":[64,232],"result":[65],"study,":[68],"recommendations":[69],"for":[70,127,152,172,289,294],"such":[74],"improved":[76],"have":[78],"been":[79,84],"developed":[80],"testing":[82],"has":[83],"carried":[85],"out":[86],"three":[88],"directions.":[89],"first":[91],"direction":[92,132,161],"indicators":[98,202],"macro":[101],"environment":[102,148,206],"company":[105],"as":[106,231],"main":[108],"factor":[109],"environment,":[113],"developing":[115],"appropriate":[117,124],"mathematical":[118],"model,":[119],"order":[121,300],"implement":[123],"exit":[125],"strategies":[126],"external":[128],"markets.":[129],"second":[131],"NN":[137,171,196],"elements":[144],"internal":[147],"enterprise,":[151],"example,":[153],"providing":[156],"engineering":[157],"services.":[158],"third":[160],"approbation":[163],"proved":[164],"effectiveness":[166],"forecast":[174],"macroeconomic":[176],"indicators.":[177],"Consequently,":[178],"proposed":[180,251,282],"subsystem":[181],"analysis":[183],"on":[186,222,268],"basis":[188,270],"IDSS":[191,246],"will":[197,214],"enable":[198],"predict":[200],"On":[210],"this":[211],"basis,":[212],"managers":[213],"be":[215],"able":[216],"make":[218],"informed":[219],"decisions":[220],"based":[221],"foundation,":[225],"adequate":[226],"actions,":[227],"skilled":[228],"performance":[229],"and,":[230],"result,":[233],"ensure":[235],"success":[237],"entire":[240],"specificity":[243],"study":[254],"that":[256],"from":[259],"different":[260],"functional":[261],"areas":[262],"supported":[267],"predictive":[272],"results":[273],"obtained":[274],"through":[275],"networks.":[277],"development":[279],"method":[283],"due":[285],"need":[288],"training":[290],"artificial":[291],"intelligent":[295],"systems,":[298],"process":[302],"more":[303]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2022-07-26T00:00:00"}
