{"id":"https://openalex.org/W2062800332","doi":"https://doi.org/10.1016/s0950-5849(99)00022-1","title":"The management and mining of multiple predictive models using the predictive modeling markup language","display_name":"The management and mining of multiple predictive models using the predictive modeling markup language","publication_year":1999,"publication_date":"1999-06-01","ids":{"openalex":"https://openalex.org/W2062800332","doi":"https://doi.org/10.1016/s0950-5849(99)00022-1","mag":"2062800332"},"language":"en","primary_location":{"id":"doi:10.1016/s0950-5849(99)00022-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0950-5849(99)00022-1","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"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":"Information and Software Technology","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/A5050853661","display_name":"Robert L. Grossman","orcid":"https://orcid.org/0000-0003-3741-5739"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Grossman","raw_affiliation_strings":["Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA","National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA","institution_ids":[]},{"raw_affiliation_string":"National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036435751","display_name":"Stuart Bailey","orcid":"https://orcid.org/0000-0003-1675-2808"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Bailey","raw_affiliation_strings":["National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052449071","display_name":"Avinash Ramu","orcid":"https://orcid.org/0000-0003-3799-809X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Ramu","raw_affiliation_strings":["National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098289113","display_name":"B. Malhi","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Malhi","raw_affiliation_strings":["National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA"],"affiliations":[{"raw_affiliation_string":"National Center for Data Mining, University of Illinois at Chicago, 851 South Morgan, Chicago, IL 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098255157","display_name":"P. Hallstrom","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Hallstrom","raw_affiliation_strings":["Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA"],"affiliations":[{"raw_affiliation_string":"Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098326946","display_name":"I. Pulleyn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I. Pulleyn","raw_affiliation_strings":["Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA"],"affiliations":[{"raw_affiliation_string":"Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042766429","display_name":"Xiao Qin","orcid":"https://orcid.org/0000-0002-8345-3587"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Qin","raw_affiliation_strings":["Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA"],"affiliations":[{"raw_affiliation_string":"Magnify, Inc., 100 South Wacker Drive, Suite 1130, Chicago, IL 60606, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5050853661"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":7.7956,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.97046611,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"41","issue":"9","first_page":"589","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.998199999332428,"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":0.9897000193595886,"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/computer-science","display_name":"Computer science","score":0.7781744003295898},{"id":"https://openalex.org/keywords/markup-language","display_name":"Markup language","score":0.7283506989479065},{"id":"https://openalex.org/keywords/ruleml","display_name":"RuleML","score":0.6000695824623108},{"id":"https://openalex.org/keywords/multiple-models","display_name":"Multiple Models","score":0.5012223720550537},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.48972633481025696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48663172125816345},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.4776265025138855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4774099588394165},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.46836817264556885},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4548625648021698},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4487718641757965},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4331802427768707},{"id":"https://openalex.org/keywords/xhtml","display_name":"XHTML","score":0.1253511607646942},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0638403594493866}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781744003295898},{"id":"https://openalex.org/C45874996","wikidata":"https://www.wikidata.org/wiki/Q37045","display_name":"Markup language","level":3,"score":0.7283506989479065},{"id":"https://openalex.org/C196388810","wikidata":"https://www.wikidata.org/wiki/Q631877","display_name":"RuleML","level":5,"score":0.6000695824623108},{"id":"https://openalex.org/C2779714256","wikidata":"https://www.wikidata.org/wiki/Q25305062","display_name":"Multiple Models","level":2,"score":0.5012223720550537},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.48972633481025696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48663172125816345},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.4776265025138855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4774099588394165},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.46836817264556885},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4548625648021698},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4487718641757965},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4331802427768707},{"id":"https://openalex.org/C189139006","wikidata":"https://www.wikidata.org/wiki/Q166074","display_name":"XHTML","level":4,"score":0.1253511607646942},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0638403594493866},{"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/s0950-5849(99)00022-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0950-5849(99)00022-1","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"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":"Information and Software Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W66443818","https://openalex.org/W1492088121","https://openalex.org/W1496929357","https://openalex.org/W1510543252","https://openalex.org/W1523293200","https://openalex.org/W2057331441","https://openalex.org/W2127024819","https://openalex.org/W2912934387","https://openalex.org/W4212848460","https://openalex.org/W4212883601","https://openalex.org/W4285719527","https://openalex.org/W6631217308","https://openalex.org/W6678680457"],"related_works":["https://openalex.org/W2768131452","https://openalex.org/W1929684387","https://openalex.org/W10129681","https://openalex.org/W2383389726","https://openalex.org/W2974360840","https://openalex.org/W2422102396","https://openalex.org/W2498731923","https://openalex.org/W2161928538","https://openalex.org/W78230010","https://openalex.org/W1562724387"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}