{"id":"https://openalex.org/W4408134623","doi":"https://doi.org/10.1007/978-3-031-83435-6_16","title":"Predicting Employment Outcomes Based on Health Status and Socioeconomic Factors Using Neural Network Analysis","display_name":"Predicting Employment Outcomes Based on Health Status and Socioeconomic Factors Using Neural Network Analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408134623","doi":"https://doi.org/10.1007/978-3-031-83435-6_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-83435-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83435-6_16","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/A5116495080","display_name":"Rafael Ramirez Barrios","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Rafael Ramirez Barrios","raw_affiliation_strings":["Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002203856","display_name":"Bogart Yail M\u00e1rquez","orcid":"https://orcid.org/0000-0001-7334-374X"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Bogart Yail Marquez","raw_affiliation_strings":["Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7334-374X","affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050213729","display_name":"Ra\u00fal Barutch Pimienta Gallardo","orcid":"https://orcid.org/0000-0003-1983-4534"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Raul Barutch Pimienta-Gallardo","raw_affiliation_strings":["Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-1983-4534","affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044192793","display_name":"Arnulfo Alan\u00eds","orcid":"https://orcid.org/0000-0003-2481-8563"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Arnulfo Alanis","raw_affiliation_strings":["Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2481-8563","affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052182263","display_name":"Jos\u00e9 Sergio Magdaleno-Palencia","orcid":"https://orcid.org/0000-0001-5832-2473"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Sergio Magdaleno-Palencia","raw_affiliation_strings":["Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5832-2473","affiliations":[{"raw_affiliation_string":"Tecnologico Nacional de Mexico Campus Tijuana, Tijuana, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116495080"],"corresponding_institution_ids":["https://openalex.org/I4210118730"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12371868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11959","display_name":"Employment and Welfare Studies","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11959","display_name":"Employment and Welfare Studies","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/socioeconomic-status","display_name":"Socioeconomic status","score":0.830720067024231},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5080137252807617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4052669107913971},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.2873028516769409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26421302556991577},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25214123725891113}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.830720067024231},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5080137252807617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4052669107913971},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.2873028516769409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26421302556991577},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25214123725891113},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-83435-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83435-6_16","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":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1971310904","https://openalex.org/W1992746671","https://openalex.org/W2134205173","https://openalex.org/W3122324357"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4294536920","https://openalex.org/W3148130686","https://openalex.org/W2037749514","https://openalex.org/W2411338097","https://openalex.org/W2375836089","https://openalex.org/W4388832383","https://openalex.org/W2504367709"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}