{"id":"https://openalex.org/W3121392977","doi":"https://doi.org/10.3233/aic-140596","title":"A Bayesian approach to ranking private companies based on predictive indicators","display_name":"A Bayesian approach to ranking private companies based on predictive indicators","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W3121392977","doi":"https://doi.org/10.3233/aic-140596","mag":"3121392977"},"language":"en","primary_location":{"id":"doi:10.3233/aic-140596","is_oa":false,"landing_page_url":"https://doi.org/10.3233/aic-140596","pdf_url":null,"source":{"id":"https://openalex.org/S176303223","display_name":"AI Communications","issn_l":"0921-7126","issn":["0921-7126","1875-8452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI Communications","raw_type":"journal-article"},"type":"article","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/A5036435050","display_name":"Matthew Dixon","orcid":"https://orcid.org/0000-0001-5908-1747"},"institutions":[{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew Dixon","raw_affiliation_strings":["School of Management, University of San Francisco, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, University of San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I76766440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110429803","display_name":"Jike Chong","orcid":null},"institutions":[{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jike Chong","raw_affiliation_strings":["School of Management, University of San Francisco, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, University of San Francisco, San Francisco, CA, USA","institution_ids":["https://openalex.org/I76766440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036435050"],"corresponding_institution_ids":["https://openalex.org/I76766440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44363668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"27","issue":"2","first_page":"173","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9772999882698059,"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":0.9772999882698059,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.9562000036239624,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9541000127792358,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8235647678375244},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.728740930557251},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6608186364173889},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4443514347076416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41567346453666687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3902775049209595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8235647678375244},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.728740930557251},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6608186364173889},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4443514347076416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41567346453666687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3902775049209595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/aic-140596","is_oa":false,"landing_page_url":"https://doi.org/10.3233/aic-140596","pdf_url":null,"source":{"id":"https://openalex.org/S176303223","display_name":"AI Communications","issn_l":"0921-7126","issn":["0921-7126","1875-8452"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W201093106","https://openalex.org/W298212978","https://openalex.org/W1506806321","https://openalex.org/W1663973292","https://openalex.org/W1854214752","https://openalex.org/W1996913833","https://openalex.org/W2036379689","https://openalex.org/W2104697321","https://openalex.org/W2126538003","https://openalex.org/W2153635508","https://openalex.org/W3122371828","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Private":[0],"equity":[1],"investors":[2],"seek":[3],"to":[4],"rank":[5],"potential":[6],"investment":[7,22],"opportunities":[8],"in":[9],"growth":[10,27],"stage":[11,28],"private":[12,29],"companies":[13],"within":[14],"an":[15],"industry":[16],"sector.":[17],"The":[18],"sparsity":[19],"of":[20],"historical":[21],"transaction":[23],"data":[24],"for":[25],"many":[26],"companies'":[30],"may":[31],"present":[32],"a":[33],"major":[34]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}