{"id":"https://openalex.org/W4313056567","doi":"https://doi.org/10.1007/978-3-031-20834-8_8","title":"Development of Software Architecture and Machine Learning Modules of Robo-Advisor System for Personalized Investment Portfolio Generation","display_name":"Development of Software Architecture and Machine Learning Modules of Robo-Advisor System for Personalized Investment Portfolio Generation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313056567","doi":"https://doi.org/10.1007/978-3-031-20834-8_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20834-8_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20834-8_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","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/A5057068884","display_name":"Serhii Savchenko","orcid":"https://orcid.org/0000-0001-9706-5334"},"institutions":[{"id":"https://openalex.org/I882086214","display_name":"Kherson State University","ror":"https://ror.org/04cbe1f31","country_code":"UA","type":"education","lineage":["https://openalex.org/I882086214"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhii Savchenko","raw_affiliation_strings":["Kherson State University, 27 Universitetska St. Kherson, 73003, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-9706-5334","affiliations":[{"raw_affiliation_string":"Kherson State University, 27 Universitetska St. Kherson, 73003, Kherson, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089990103","display_name":"Vitaliy Kobets","orcid":"https://orcid.org/0000-0002-4386-4103"},"institutions":[{"id":"https://openalex.org/I882086214","display_name":"Kherson State University","ror":"https://ror.org/04cbe1f31","country_code":"UA","type":"education","lineage":["https://openalex.org/I882086214"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vitaliy Kobets","raw_affiliation_strings":["Kherson State University, 27 Universitetska St. Kherson, 73003, Kherson, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-4386-4103","affiliations":[{"raw_affiliation_string":"Kherson State University, 27 Universitetska St. Kherson, 73003, Kherson, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6418,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94320252,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9775000214576721,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9775000214576721,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9007999897003174,"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/profitability-index","display_name":"Profitability index","score":0.606242835521698},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5996426343917847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.574964702129364},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.5154924988746643},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5062609910964966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4395018219947815},{"id":"https://openalex.org/keywords/financial-services","display_name":"Financial services","score":0.42469996213912964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4017772078514099},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3564302921295166},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.23667487502098083}],"concepts":[{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.606242835521698},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5996426343917847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574964702129364},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.5154924988746643},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5062609910964966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4395018219947815},{"id":"https://openalex.org/C139043278","wikidata":"https://www.wikidata.org/wiki/Q837171","display_name":"Financial services","level":2,"score":0.42469996213912964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4017772078514099},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3564302921295166},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.23667487502098083},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-20834-8_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20834-8_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2218914098","https://openalex.org/W2492957416","https://openalex.org/W2596533443","https://openalex.org/W2734986640","https://openalex.org/W2805287805","https://openalex.org/W2913844862","https://openalex.org/W2944263397","https://openalex.org/W3048029164","https://openalex.org/W3096881681","https://openalex.org/W3114901873","https://openalex.org/W3123946705","https://openalex.org/W4210356397","https://openalex.org/W4246126477","https://openalex.org/W4280620998"],"related_works":["https://openalex.org/W3125099825","https://openalex.org/W2066844180","https://openalex.org/W25115902","https://openalex.org/W2753408573","https://openalex.org/W4285147705","https://openalex.org/W1986338457","https://openalex.org/W178231042","https://openalex.org/W4253553932","https://openalex.org/W4293192099","https://openalex.org/W2360028903"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}