{"id":"https://openalex.org/W4407917806","doi":"https://doi.org/10.1007/978-3-031-81372-6_12","title":"Designing Academic Programs for Data Specialists: A Data-Driven Approach Using Machine Learning Techniques and Labor Market Data","display_name":"Designing Academic Programs for Data Specialists: A Data-Driven Approach Using Machine Learning Techniques and Labor Market Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407917806","doi":"https://doi.org/10.1007/978-3-031-81372-6_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-81372-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81372-6_12","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/A5030939728","display_name":"Olena Kuzminska","orcid":"https://orcid.org/0000-0002-8849-9648"},"institutions":[{"id":"https://openalex.org/I208086522","display_name":"National University of Life and Environmental Sciences of Ukraine","ror":"https://ror.org/0441cbj57","country_code":"UA","type":"education","lineage":["https://openalex.org/I208086522"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Olena Kuzminska","raw_affiliation_strings":["National University of Life and Environmental Sciences of Ukraine, 15 Heroyiv Oborony Street, Kyiv, 03041, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8849-9648","affiliations":[{"raw_affiliation_string":"National University of Life and Environmental Sciences of Ukraine, 15 Heroyiv Oborony Street, Kyiv, 03041, Ukraine","institution_ids":["https://openalex.org/I208086522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014794518","display_name":"\u041c\u0430\u0440\u0456\u044f \u041c\u0430\u0437\u043e\u0440\u0447\u0443\u043a","orcid":"https://orcid.org/0000-0002-4416-8361"},"institutions":[{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mariia Mazorchuk","raw_affiliation_strings":["V. N. Karazin Kharkiv National University,  4 Svobody Sq., Kharkiv, 61022, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-4416-8361","affiliations":[{"raw_affiliation_string":"V. N. Karazin Kharkiv National University,  4 Svobody Sq., Kharkiv, 61022, Ukraine","institution_ids":["https://openalex.org/I8765205"]}]},{"author_position":"middle","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 Street, Kherson, 73003, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-4386-4103","affiliations":[{"raw_affiliation_string":"Kherson State University, 27 Universitetska Street, Kherson, 73003, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006609660","display_name":"\u0410. \u041e. \u0426\u0430\u043f\u0456\u0432","orcid":"https://orcid.org/0000-0002-5172-213X"},"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":"Alla Tsapiv","raw_affiliation_strings":["Kherson State University, 27 Universitetska Street, Kherson, 73003, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-5172-213X","affiliations":[{"raw_affiliation_string":"Kherson State University, 27 Universitetska Street, Kherson, 73003, Ukraine","institution_ids":["https://openalex.org/I882086214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030939728"],"corresponding_institution_ids":["https://openalex.org/I208086522"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04861849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13812","display_name":"AI and HR Technologies","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource 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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9789999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6548045873641968},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47545644640922546},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3648175597190857}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6548045873641968},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47545644640922546},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3648175597190857}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-81372-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81372-6_12","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":[{"score":0.6899999976158142,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1690876396","https://openalex.org/W2899727034","https://openalex.org/W2915062664","https://openalex.org/W2999471319","https://openalex.org/W3111638657","https://openalex.org/W3164553687","https://openalex.org/W3193195945","https://openalex.org/W4210860998","https://openalex.org/W4282968277","https://openalex.org/W4285540454","https://openalex.org/W4294189020","https://openalex.org/W4312827363","https://openalex.org/W4319782205","https://openalex.org/W4352991586","https://openalex.org/W4366298720","https://openalex.org/W4366783381","https://openalex.org/W4383426643","https://openalex.org/W4385613284","https://openalex.org/W6675354045","https://openalex.org/W6927776669","https://openalex.org/W6929273659"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
