{"id":"https://openalex.org/W1568008247","doi":"https://doi.org/10.1007/978-3-642-14831-6_24","title":"Hybrid Self-Organizing Map and Neural Network Clustering Analysis for Technology Professionals Turnover Rate Forecasting","display_name":"Hybrid Self-Organizing Map and Neural Network Clustering Analysis for Technology Professionals Turnover Rate Forecasting","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1568008247","doi":"https://doi.org/10.1007/978-3-642-14831-6_24","mag":"1568008247"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-14831-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14831-6_24","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/A5111455317","display_name":"Cheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I14780663","display_name":"MingDao University","ror":"https://ror.org/01nrk6j30","country_code":"TW","type":"education","lineage":["https://openalex.org/I14780663"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng Sheng Lin","raw_affiliation_strings":["Department of Business Innovation and Development, Ming Dao University, Changhua, 52345, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Business Innovation and Development, Ming Dao University, Changhua, 52345, Taiwan","institution_ids":["https://openalex.org/I14780663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012408376","display_name":"Chin-Yuan Fan","orcid":"https://orcid.org/0000-0001-6478-9619"},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Institutes of Applied Research","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"government","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yuan Fan","raw_affiliation_strings":["National Applied Research Laboratories, The Science & Technology Policy Research and Information Center, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Applied Research Laboratories, The Science & Technology Policy Research and Information Center, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210166867"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pei-Shu Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I2753814022","display_name":"China University of Science and Technology","ror":"https://ror.org/03sfb9j07","country_code":"TW","type":"education","lineage":["https://openalex.org/I2753814022"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei-Shu Fan","raw_affiliation_strings":["Department of Industrial Engineering and Management, China University of science and Technology, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, China University of science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I2753814022"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053280248","display_name":"Yen\u2010Wen Wang","orcid":"https://orcid.org/0000-0002-6851-1646"},"institutions":[{"id":"https://openalex.org/I189290911","display_name":"National Chung Shan Institute of Science and Technology","ror":"https://ror.org/034ezwg26","country_code":"TW","type":"government","lineage":["https://openalex.org/I189290911"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Wen Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, Chin-yun University of science and Technology, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, Chin-yun University of science and Technology, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I189290911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111455317"],"corresponding_institution_ids":["https://openalex.org/I14780663"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19068935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.902899980545044,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8157672882080078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065696477890015},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5998807549476624},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.4999501705169678},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.480284184217453},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46491390466690063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45478570461273193},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.4463914930820465},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4433499872684479},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35376107692718506},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3504398465156555},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11945787072181702}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8157672882080078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065696477890015},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5998807549476624},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.4999501705169678},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.480284184217453},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46491390466690063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45478570461273193},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.4463914930820465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4433499872684479},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35376107692718506},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3504398465156555},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11945787072181702},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-14831-6_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-14831-6_24","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":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1971975345","https://openalex.org/W1974542595","https://openalex.org/W1997410866","https://openalex.org/W2008889084","https://openalex.org/W2010395826","https://openalex.org/W2017128157","https://openalex.org/W2017343254","https://openalex.org/W2063616611","https://openalex.org/W2064222607","https://openalex.org/W2142149253","https://openalex.org/W2162389778","https://openalex.org/W2171975770","https://openalex.org/W4233508282","https://openalex.org/W4248245878"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}