{"id":"https://openalex.org/W3044680661","doi":"https://doi.org/10.1007/978-3-030-54215-3_20","title":"Dynamic Bayesian Networks Application for Evaluating the Investment Projects Effectiveness","display_name":"Dynamic Bayesian Networks Application for Evaluating the Investment Projects Effectiveness","publication_year":2020,"publication_date":"2020-07-25","ids":{"openalex":"https://openalex.org/W3044680661","doi":"https://doi.org/10.1007/978-3-030-54215-3_20","mag":"3044680661"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-54215-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-54215-3_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5033022212","display_name":"Volodymyr Lytvynenko","orcid":"https://orcid.org/0000-0002-1536-5542"},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Lytvynenko","raw_affiliation_strings":["Department of Informatics and Computing Technology, Kherson National Technical University, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1536-5542","affiliations":[{"raw_affiliation_string":"Department of Informatics and Computing Technology, Kherson National Technical University, Kherson, Ukraine","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010047199","display_name":"Oleksandr Naumov","orcid":"https://orcid.org/0000-0003-4808-0241"},"institutions":[{"id":"https://openalex.org/I4210087881","display_name":"State Tax University","ror":"https://ror.org/004ezwb23","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210087881"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Naumov","raw_affiliation_strings":["University of State Fiscal Service of Ukraine, Irpin, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4808-0241","affiliations":[{"raw_affiliation_string":"University of State Fiscal Service of Ukraine, Irpin, Ukraine","institution_ids":["https://openalex.org/I4210087881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065715738","display_name":"Mariia Voronenko","orcid":"https://orcid.org/0000-0002-5392-5125"},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mariia Voronenko","raw_affiliation_strings":["Department of Informatics and Computing Technology, Kherson National Technical University, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-5392-5125","affiliations":[{"raw_affiliation_string":"Department of Informatics and Computing Technology, Kherson National Technical University, Kherson, Ukraine","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002730187","display_name":"Jan Krej\u010d\u00ed","orcid":"https://orcid.org/0000-0003-4365-5413"},"institutions":[{"id":"https://openalex.org/I3122934890","display_name":"Jan Evangelista Purkyn\u011b University in \u00dast\u00ed nad Labem","ror":"https://ror.org/04vjwcp92","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3122934890"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Krejci","raw_affiliation_strings":["Jan Evangelista Purkyne University in Usti nad Labem, \u00dast\u00ed nad Labem, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-4365-5413","affiliations":[{"raw_affiliation_string":"Jan Evangelista Purkyne University in Usti nad Labem, \u00dast\u00ed nad Labem, Czech Republic","institution_ids":["https://openalex.org/I3122934890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102886781","display_name":"\u041b\u0430\u0440\u0438\u0441\u0430 \u041c\u0438\u043a\u043e\u043b\u0430\u0457\u0432\u043d\u0430 \u041d\u0430\u0443\u043c\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0002-1869-1976"},"institutions":[{"id":"https://openalex.org/I4210087881","display_name":"State Tax University","ror":"https://ror.org/004ezwb23","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210087881"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Larisa Naumova","raw_affiliation_strings":["University of State Fiscal Service of Ukraine, Irpin, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1869-1976","affiliations":[{"raw_affiliation_string":"University of State Fiscal Service of Ukraine, Irpin, Ukraine","institution_ids":["https://openalex.org/I4210087881"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059536340","display_name":"Dmytro Nikytenko","orcid":"https://orcid.org/0000-0003-4989-0879"},"institutions":[{"id":"https://openalex.org/I4210095647","display_name":"National University of Water and Environmental Engineering","ror":"https://ror.org/00ppfcz28","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210095647"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Dmytro Nikytenko","raw_affiliation_strings":["National University of Water and Environmental Engineering, Rivne, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-4989-0879","affiliations":[{"raw_affiliation_string":"National University of Water and Environmental Engineering, Rivne, Ukraine","institution_ids":["https://openalex.org/I4210095647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004483299","display_name":"\u041d\u0430\u0442\u0430\u043b\u0456\u044f \u0421\u0430\u0432\u0456\u043d\u0430","orcid":"https://orcid.org/0000-0001-8339-1219"},"institutions":[{"id":"https://openalex.org/I4210095647","display_name":"National University of Water and Environmental Engineering","ror":"https://ror.org/00ppfcz28","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210095647"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nataliia Savina","raw_affiliation_strings":["National University of Water and Environmental Engineering, Rivne, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-8339-1219","affiliations":[{"raw_affiliation_string":"National University of Water and Environmental Engineering, Rivne, Ukraine","institution_ids":["https://openalex.org/I4210095647"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5878,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94289165,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"315","last_page":"330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12667","display_name":"Economic and Technological Developments in Russia","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9229000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.8577114343643188},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.6206285953521729},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5666544437408447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5414426922798157},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5320314764976501},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4917798340320587},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.47500383853912354},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4606397747993469},{"id":"https://openalex.org/keywords/capital-investment","display_name":"Capital investment","score":0.4346754848957062},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.35326629877090454},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35301750898361206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32909709215164185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31741616129875183},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.266954243183136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25861114263534546},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11435845494270325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08606845140457153},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07187262177467346}],"concepts":[{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.8577114343643188},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.6206285953521729},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5666544437408447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5414426922798157},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5320314764976501},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4917798340320587},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.47500383853912354},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4606397747993469},{"id":"https://openalex.org/C2985722716","wikidata":"https://www.wikidata.org/wiki/Q4290","display_name":"Capital investment","level":2,"score":0.4346754848957062},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35326629877090454},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35301750898361206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32909709215164185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31741616129875183},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.266954243183136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25861114263534546},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11435845494270325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08606845140457153},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07187262177467346},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-54215-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-54215-3_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W41895731","https://openalex.org/W600860327","https://openalex.org/W1606377008","https://openalex.org/W1977823809","https://openalex.org/W1985026895","https://openalex.org/W1992528276","https://openalex.org/W2002089828","https://openalex.org/W2015255212","https://openalex.org/W2025829517","https://openalex.org/W2040121361","https://openalex.org/W2044085124","https://openalex.org/W2049633694","https://openalex.org/W2051438039","https://openalex.org/W2066823663","https://openalex.org/W2093030468","https://openalex.org/W2146612430","https://openalex.org/W2163855733","https://openalex.org/W2170112109","https://openalex.org/W2170666417","https://openalex.org/W2171115870","https://openalex.org/W2577647416","https://openalex.org/W2763313342","https://openalex.org/W2775303493","https://openalex.org/W2783913168","https://openalex.org/W2963639401","https://openalex.org/W2983367636","https://openalex.org/W2988037267","https://openalex.org/W2991844356","https://openalex.org/W3123142049","https://openalex.org/W3123821384","https://openalex.org/W3124848542","https://openalex.org/W3124997735","https://openalex.org/W3125536119","https://openalex.org/W4229487948","https://openalex.org/W4230809332"],"related_works":["https://openalex.org/W2963058055","https://openalex.org/W3194855539","https://openalex.org/W2574982804","https://openalex.org/W2364992962","https://openalex.org/W2902946190","https://openalex.org/W2163284107","https://openalex.org/W2902480041","https://openalex.org/W2149213055","https://openalex.org/W1996085106","https://openalex.org/W2946850298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}