{"id":"https://openalex.org/W2942354798","doi":"https://doi.org/10.1007/978-3-030-19642-4_9","title":"Using SOM-Based Visualization to Analyze the Financial Performance of Consumer Discretionary Firms","display_name":"Using SOM-Based Visualization to Analyze the Financial Performance of Consumer Discretionary Firms","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2942354798","doi":"https://doi.org/10.1007/978-3-030-19642-4_9","mag":"2942354798"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-19642-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19642-4_9","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/A5042923866","display_name":"Zefeng Bai","orcid":"https://orcid.org/0000-0002-9159-0784"},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zefeng Bai","raw_affiliation_strings":["Bentley University, Waltham, MA, USA","Bentley University, Waltham, USA"],"affiliations":[{"raw_affiliation_string":"Bentley University, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]},{"raw_affiliation_string":"Bentley University, Waltham, USA","institution_ids":["https://openalex.org/I139924743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101052932","display_name":"Nitin Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nitin Jain","raw_affiliation_strings":["Bentley University, Waltham, MA, USA","Bentley University, Waltham, USA"],"affiliations":[{"raw_affiliation_string":"Bentley University, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]},{"raw_affiliation_string":"Bentley University, Waltham, USA","institution_ids":["https://openalex.org/I139924743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069251876","display_name":"Ying Wang","orcid":"https://orcid.org/0000-0002-8007-8013"},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying Wang","raw_affiliation_strings":["Bentley University, Waltham, MA, USA","Bentley University, Waltham, USA"],"affiliations":[{"raw_affiliation_string":"Bentley University, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]},{"raw_affiliation_string":"Bentley University, Waltham, USA","institution_ids":["https://openalex.org/I139924743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047486606","display_name":"Dominique Haughton","orcid":"https://orcid.org/0000-0002-7055-3343"},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 de Toulouse","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I51101395","display_name":"Universit\u00e9 Paris 1 Panth\u00e9on-Sorbonne","ror":"https://ror.org/002t25c44","country_code":"FR","type":"education","lineage":["https://openalex.org/I51101395"]}],"countries":["FR","US"],"is_corresponding":true,"raw_author_name":"Dominique Haughton","raw_affiliation_strings":["Bentley University, Waltham, MA, USA","Universit\u00e9 Paris 1 (SAMM), Paris, France","Universit\u00e9 Toulouse 1 (TSE-R), Toulouse, France","Bentley University, Waltham, USA"],"affiliations":[{"raw_affiliation_string":"Bentley University, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]},{"raw_affiliation_string":"Universit\u00e9 Paris 1 (SAMM), Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I51101395"]},{"raw_affiliation_string":"Universit\u00e9 Toulouse 1 (TSE-R), Toulouse, France","institution_ids":["https://openalex.org/I17866349"]},{"raw_affiliation_string":"Bentley University, Waltham, USA","institution_ids":["https://openalex.org/I139924743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047486606"],"corresponding_institution_ids":["https://openalex.org/I139924743","https://openalex.org/I17866349","https://openalex.org/I204730241","https://openalex.org/I51101395"],"apc_list":null,"apc_paid":null,"fwci":0.5981,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71567968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"99"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9884999990463257,"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":0.9884999990463257,"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/T12851","display_name":"Firm Innovation and Growth","score":0.9172000288963318,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9140999913215637,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/confirmatory-factor-analysis","display_name":"Confirmatory factor analysis","score":0.5949284434318542},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4670473635196686},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4424207806587219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30348241329193115},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.28594663739204407},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15223374962806702}],"concepts":[{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.5949284434318542},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4670473635196686},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4424207806587219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30348241329193115},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.28594663739204407},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15223374962806702},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-19642-4_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19642-4_9","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1545460766","https://openalex.org/W1857900533","https://openalex.org/W1914531201","https://openalex.org/W1964469396","https://openalex.org/W1990179744","https://openalex.org/W2000380427","https://openalex.org/W2018233779","https://openalex.org/W2049503671","https://openalex.org/W2077960675","https://openalex.org/W2079810998","https://openalex.org/W2090026055","https://openalex.org/W2116681777","https://openalex.org/W2118055581","https://openalex.org/W2130892515","https://openalex.org/W2135046657","https://openalex.org/W2139419377","https://openalex.org/W2147550697","https://openalex.org/W2162904006","https://openalex.org/W2194869045","https://openalex.org/W2272022318","https://openalex.org/W2783817214","https://openalex.org/W2798651188","https://openalex.org/W2988633782","https://openalex.org/W3022351671","https://openalex.org/W4244781008"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2068608913","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3124914020","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
