{"id":"https://openalex.org/W2046154707","doi":"https://doi.org/10.1016/0167-9236(88)90017-6","title":"Applying machine learning to model management in decision support systems","display_name":"Applying machine learning to model management in decision support systems","publication_year":1988,"publication_date":"1988-09-01","ids":{"openalex":"https://openalex.org/W2046154707","doi":"https://doi.org/10.1016/0167-9236(88)90017-6","mag":"2046154707"},"language":"en","primary_location":{"id":"doi:10.1016/0167-9236(88)90017-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0167-9236(88)90017-6","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision Support Systems","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/A5046294900","display_name":"Michael J. Shaw","orcid":"https://orcid.org/0000-0001-9772-6972"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. Shaw","raw_affiliation_strings":["Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","Department of Decision Sciences, University of Dayton, OH 45469, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Decision Sciences, University of Dayton, OH 45469, USA","institution_ids":["https://openalex.org/I127591826","https://openalex.org/I4210133369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012394055","display_name":"Pei-Lei Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei-Lei Tu","raw_affiliation_strings":["Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","Department of Decision Sciences, University of Dayton, OH 45469, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Decision Sciences, University of Dayton, OH 45469, USA","institution_ids":["https://openalex.org/I127591826","https://openalex.org/I4210133369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076933277","display_name":"Prabuddha De","orcid":"https://orcid.org/0000-0002-0881-9294"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabuddha De","raw_affiliation_strings":["Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","Department of Decision Sciences, University of Dayton, OH 45469, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Decision and Information Sciences Group, Department of Business Administration, University of Illinois at Champaign-Urbana, IL 61820, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Decision Sciences, University of Dayton, OH 45469, USA","institution_ids":["https://openalex.org/I127591826","https://openalex.org/I4210133369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3280,"currency":"USD","value_usd":3280},"apc_paid":null,"fwci":2.0014,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.87138179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"4","issue":"3","first_page":"285","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.998199999332428,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7806832790374756},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7219781875610352},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.7030682563781738},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5114909410476685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5086401700973511},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48158788681030273},{"id":"https://openalex.org/keywords/decision-model","display_name":"Decision model","score":0.44056281447410583},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.43425488471984863},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.38028350472450256},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.379765123128891},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35797250270843506},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09904754161834717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7806832790374756},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7219781875610352},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7030682563781738},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5114909410476685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5086401700973511},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48158788681030273},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.44056281447410583},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.43425488471984863},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.38028350472450256},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.379765123128891},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35797250270843506},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09904754161834717},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/0167-9236(88)90017-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0167-9236(88)90017-6","pdf_url":null,"source":{"id":"https://openalex.org/S11479521","display_name":"Decision Support Systems","issn_l":"0167-9236","issn":["0167-9236","1873-5797"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Decision Support Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W9419878","https://openalex.org/W37329194","https://openalex.org/W150775819","https://openalex.org/W1488252886","https://openalex.org/W1492620519","https://openalex.org/W1503515926","https://openalex.org/W1508233838","https://openalex.org/W1596324102","https://openalex.org/W1667012816","https://openalex.org/W1829417868","https://openalex.org/W1966011390","https://openalex.org/W1974920598","https://openalex.org/W1976480725","https://openalex.org/W2020149918","https://openalex.org/W2035124077","https://openalex.org/W2036746457","https://openalex.org/W2047806569","https://openalex.org/W2049119796","https://openalex.org/W2053253502","https://openalex.org/W2059384056","https://openalex.org/W2072766991","https://openalex.org/W2079625074","https://openalex.org/W2083017379","https://openalex.org/W2093745150","https://openalex.org/W2108310737","https://openalex.org/W2109368681","https://openalex.org/W2139338452","https://openalex.org/W2152475379","https://openalex.org/W2152822205","https://openalex.org/W2155278486","https://openalex.org/W2335322260","https://openalex.org/W2617143625","https://openalex.org/W3198350258","https://openalex.org/W4230184029","https://openalex.org/W4243772987","https://openalex.org/W4247744661","https://openalex.org/W4248504448","https://openalex.org/W4256188965","https://openalex.org/W6629412049","https://openalex.org/W6630145856","https://openalex.org/W6630348971","https://openalex.org/W6638708747","https://openalex.org/W6641641785","https://openalex.org/W6682821435","https://openalex.org/W6733784412"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W4301206481","https://openalex.org/W2355049521","https://openalex.org/W4302335049","https://openalex.org/W4292355446","https://openalex.org/W2080384893","https://openalex.org/W2945166136","https://openalex.org/W1502870721"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-22T06:23:43.705686","created_date":"2025-10-10T00:00:00"}