{"id":"https://openalex.org/W2913821620","doi":"https://doi.org/10.1007/978-3-030-11680-4_21","title":"Topic Modeling Applied to Business Research: A Latent Dirichlet Allocation (LDA)-Based Classification for Organization Studies","display_name":"Topic Modeling Applied to Business Research: A Latent Dirichlet Allocation (LDA)-Based Classification for Organization Studies","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2913821620","doi":"https://doi.org/10.1007/978-3-030-11680-4_21","mag":"2913821620"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11680-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11680-4_21","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/A5090787140","display_name":"Carlos V\u00edlchez\u2010Rom\u00e1n","orcid":"https://orcid.org/0000-0002-6802-053X"},"institutions":[{"id":"https://openalex.org/I65285256","display_name":"Pontificia Universidad Cat\u00f3lica del Per\u00fa","ror":"https://ror.org/00013q465","country_code":"PE","type":"education","lineage":["https://openalex.org/I65285256"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Carlos V\u00edlchez-Rom\u00e1n","raw_affiliation_strings":["CENTRUM Cat\u00f3lica Graduate Business School (CCGBS), Lima, Peru","Pontificia Universidad Cat\u00f3lica del Per\u00fa (PUCP), Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0002-6802-053X","affiliations":[{"raw_affiliation_string":"CENTRUM Cat\u00f3lica Graduate Business School (CCGBS), Lima, Peru","institution_ids":[]},{"raw_affiliation_string":"Pontificia Universidad Cat\u00f3lica del Per\u00fa (PUCP), Lima, Peru","institution_ids":["https://openalex.org/I65285256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019891018","display_name":"Farita Huam\u00e1n-Delgado","orcid":"https://orcid.org/0000-0001-8521-9412"},"institutions":[{"id":"https://openalex.org/I192513696","display_name":"National University of San Marcos","ror":"https://ror.org/006vs7897","country_code":"PE","type":"education","lineage":["https://openalex.org/I192513696"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Farita Huam\u00e1n-Delgado","raw_affiliation_strings":["Universidad Nacional Mayor de San Marcos (UNMSM), Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0001-8521-9412","affiliations":[{"raw_affiliation_string":"Universidad Nacional Mayor de San Marcos (UNMSM), Lima, Peru","institution_ids":["https://openalex.org/I192513696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013451236","display_name":"Sol Sanguinetti","orcid":"https://orcid.org/0000-0002-3498-2984"},"institutions":[{"id":"https://openalex.org/I192703252","display_name":"Universidad de Lima","ror":"https://ror.org/01751w114","country_code":"PE","type":"education","lineage":["https://openalex.org/I192703252"]},{"id":"https://openalex.org/I2799888197","display_name":"Boiron (France)","ror":"https://ror.org/049f4wb20","country_code":"FR","type":"company","lineage":["https://openalex.org/I2799888197"]}],"countries":["FR","PE"],"is_corresponding":false,"raw_author_name":"Sol Sanguinetti-Cordero","raw_affiliation_strings":["Environment Technology Institute (ETI), Jir\u00f3n Bach BH2, Lima, Peru","School of Communications, Universidad de Lima (UL), Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0002-3498-2984","affiliations":[{"raw_affiliation_string":"Environment Technology Institute (ETI), Jir\u00f3n Bach BH2, Lima, Peru","institution_ids":["https://openalex.org/I2799888197"]},{"raw_affiliation_string":"School of Communications, Universidad de Lima (UL), Lima, Peru","institution_ids":["https://openalex.org/I192703252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090787140"],"corresponding_institution_ids":["https://openalex.org/I65285256"],"apc_list":null,"apc_paid":null,"fwci":16.7643,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98455314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"212","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9840999841690063,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9749000072479248,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.9871909618377686},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.6825268268585205},{"id":"https://openalex.org/keywords/frontier","display_name":"Frontier","score":0.6471701860427856},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6468690037727356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5144851207733154},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3374674618244171},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33057862520217896},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.21063750982284546}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.9871909618377686},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6825268268585205},{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.6471701860427856},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6468690037727356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5144851207733154},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3374674618244171},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33057862520217896},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21063750982284546},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-11680-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11680-4_21","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1559940248","https://openalex.org/W1880262756","https://openalex.org/W2118476403","https://openalex.org/W2131876936","https://openalex.org/W2146016545","https://openalex.org/W2163364135","https://openalex.org/W2182461851","https://openalex.org/W2204571018","https://openalex.org/W2575881999","https://openalex.org/W2604558928","https://openalex.org/W2607822171","https://openalex.org/W2622316207","https://openalex.org/W2724896508","https://openalex.org/W2810542905","https://openalex.org/W3122309589"],"related_works":["https://openalex.org/W4312773271","https://openalex.org/W4315588616","https://openalex.org/W2769501189","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W3159709618","https://openalex.org/W2611137333","https://openalex.org/W3005513013","https://openalex.org/W4389543811"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}