{"id":"https://openalex.org/W2743169727","doi":"https://doi.org/10.2139/ssrn.3012524","title":"Machine Learning Methods for Strategy Research","display_name":"Machine Learning Methods for Strategy Research","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2743169727","doi":"https://doi.org/10.2139/ssrn.3012524","mag":"2743169727"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.3012524","doi":"https://doi.org/10.2139/ssrn.3012524","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3012524","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.3012524","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010554523","display_name":"Mike Horia Teodorescu","orcid":"https://orcid.org/0000-0001-7330-832X","observed_orcids":["https://orcid.org/0000-0001-7330-832X"]},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mike Horia Teodorescu","raw_affiliation_strings":["Massachusetts Institute of Technology (MIT) - D-Lab, 265 Massachusetts Ave, N51, 3rd Floor, Cambridge, MA 02139, United States","University of Washington, Information School, Box 353350, Seattle, WA 98195, United States","Massachusetts Institute of Technology (MIT) - D-Lab","University of Washington, Information School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology (MIT) - D-Lab, 265 Massachusetts Ave, N51, 3rd Floor, Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"University of Washington, Information School, Box 353350, Seattle, WA 98195, United States","institution_ids":["https://openalex.org/I201448701"]},{"raw_affiliation_string":"Massachusetts Institute of Technology (MIT) - D-Lab","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"University of Washington, Information School","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010554523"],"corresponding_institution_ids":["https://openalex.org/I201448701","https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9961000084877014,"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":0.9961000084877014,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.0012000000569969416,"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/T10028","display_name":"Topic Modeling","score":0.0010000000474974513,"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/natural-language-processing","display_name":"natural language processing","score":0.824999988079071},{"id":"https://openalex.org/keywords/text-analysis","display_name":"text analysis","score":0.996999979019165},{"id":"https://openalex.org/keywords/strategic-resource-allocation","display_name":"strategic resource allocation","score":0.9750000238418579},{"id":"https://openalex.org/keywords/customer-relationship-management","display_name":"customer relationship management","score":0.9929999709129333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968251466751099},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5143204927444458},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5004522800445557},{"id":"https://openalex.org/C86275758","wikidata":"https://www.wikidata.org/wiki/Q376657","display_name":"Strategic management","level":2,"score":0.4885607659816742},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4550221860408783},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.44384241104125977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4415467381477356},{"id":"https://openalex.org/C48243021","wikidata":"https://www.wikidata.org/wiki/Q932522","display_name":"Strategic planning","level":2,"score":0.4135810136795044},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.41185659170150757},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36575108766555786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15904501080513},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.15579506754875183},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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:10.2139/ssrn.3012524","doi":"https://doi.org/10.2139/ssrn.3012524","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3012524","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.3012524","doi":"https://doi.org/10.2139/ssrn.3012524","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.3012524","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SSRN Electronic Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W94396895","https://openalex.org/W100415715","https://openalex.org/W193524605","https://openalex.org/W207448595","https://openalex.org/W1480376833","https://openalex.org/W1494440402","https://openalex.org/W1773358362","https://openalex.org/W1793315434","https://openalex.org/W1901616594","https://openalex.org/W1964316437","https://openalex.org/W1978394996","https://openalex.org/W1981938868","https://openalex.org/W1988474781","https://openalex.org/W1990532738","https://openalex.org/W1995875735","https://openalex.org/W2001771035","https://openalex.org/W2002646960","https://openalex.org/W2010671030","https://openalex.org/W2016207894","https://openalex.org/W2022756714","https://openalex.org/W2027784974","https://openalex.org/W2036418910","https://openalex.org/W2041101399","https://openalex.org/W2056221673","https://openalex.org/W2057014363","https://openalex.org/W2068451972","https://openalex.org/W2071106922","https://openalex.org/W2071177730","https://openalex.org/W2077236044","https://openalex.org/W2079145130","https://openalex.org/W2082868806","https://openalex.org/W2084046180","https://openalex.org/W2085482817","https://openalex.org/W2085988980","https://openalex.org/W2093903020","https://openalex.org/W2098162425","https://openalex.org/W2101530719","https://openalex.org/W2103808231","https://openalex.org/W2104926950","https://openalex.org/W2107274838","https://openalex.org/W2108427210","https://openalex.org/W2118020653","https://openalex.org/W2120400822","https://openalex.org/W2124298085","https://openalex.org/W2128279859","https://openalex.org/W2135695572","https://openalex.org/W2137854746","https://openalex.org/W2141155750","https://openalex.org/W2141975087","https://openalex.org/W2142606697","https://openalex.org/W2143125283","https://openalex.org/W2145036943","https://openalex.org/W2147953360","https://openalex.org/W2149214223","https://openalex.org/W2155419203","https://openalex.org/W2156062675","https://openalex.org/W2159491186","https://openalex.org/W2160660844","https://openalex.org/W2162697876","https://openalex.org/W2168069606","https://openalex.org/W2169401476","https://openalex.org/W2171468534","https://openalex.org/W2186683569","https://openalex.org/W2215376118","https://openalex.org/W2220660951","https://openalex.org/W2261812411","https://openalex.org/W2276263213","https://openalex.org/W2287986182","https://openalex.org/W2506633516","https://openalex.org/W2743643505","https://openalex.org/W2748006193","https://openalex.org/W2802236376","https://openalex.org/W2885390500","https://openalex.org/W2949380545","https://openalex.org/W2956131126","https://openalex.org/W2990168612","https://openalex.org/W3021143228","https://openalex.org/W3122733678","https://openalex.org/W3122944446","https://openalex.org/W3124504068","https://openalex.org/W3125187541","https://openalex.org/W3152029731","https://openalex.org/W3159915317","https://openalex.org/W4205184193","https://openalex.org/W6629420206","https://openalex.org/W7057345022"],"related_works":["https://openalex.org/W4414147191","https://openalex.org/W2963765911","https://openalex.org/W7029037738","https://openalex.org/W7169626568","https://openalex.org/W2831078211","https://openalex.org/W4360594944","https://openalex.org/W7117572458","https://openalex.org/W4304804745","https://openalex.org/W3045872465","https://openalex.org/W4389922132"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2017-08-17T00:00:00"}
