{"id":"https://openalex.org/W2945750823","doi":"https://doi.org/10.1007/978-3-030-21297-1_15","title":"Using Conceptual Modeling to Support Machine Learning","display_name":"Using Conceptual Modeling to Support Machine Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945750823","doi":"https://doi.org/10.1007/978-3-030-21297-1_15","mag":"2945750823"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-21297-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21297-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"conference-paper","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/A5090350066","display_name":"Roman Lukyanenko","orcid":"https://orcid.org/0000-0001-8125-5918"},"institutions":[{"id":"https://openalex.org/I108192572","display_name":"HEC Montr\u00e9al","ror":"https://ror.org/05ww3wq27","country_code":"CA","type":"education","lineage":["https://openalex.org/I108192572"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Roman Lukyanenko","raw_affiliation_strings":["HEC Montreal, Montreal, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HEC Montreal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I108192572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109400229","display_name":"Arturo Castellanos","orcid":null},"institutions":[{"id":"https://openalex.org/I141810926","display_name":"Baruch College","ror":"https://ror.org/023qavy03","country_code":"US","type":"education","lineage":["https://openalex.org/I141810926"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arturo Castellanos","raw_affiliation_strings":["Baruch College, CUNY, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baruch College, CUNY, New York, NY, USA","institution_ids":["https://openalex.org/I141810926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066571555","display_name":"Jeffrey Parsons","orcid":"https://orcid.org/0000-0002-4819-2801"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jeffrey Parsons","raw_affiliation_strings":["Memorial University of Newfoundland, St. John\u2019s, NL, Canada","Memorial University of Newfoundland, St. John's, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland, St. John\u2019s, NL, Canada","institution_ids":["https://openalex.org/I130438778"]},{"raw_affiliation_string":"Memorial University of Newfoundland, St. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021376032","display_name":"Monica Chiarini Tremblay","orcid":"https://orcid.org/0000-0003-1289-6679"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]},{"id":"https://openalex.org/I267592682","display_name":"Williams (United States)","ror":"https://ror.org/007zhvp17","country_code":"US","type":"company","lineage":["https://openalex.org/I267592682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monica Chiarini Tremblay","raw_affiliation_strings":["William and Mary, Williamsburg, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"William and Mary, Williamsburg, VA, USA","institution_ids":["https://openalex.org/I16285277","https://openalex.org/I267592682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002282690","display_name":"Veda C. Storey","orcid":"https://orcid.org/0000-0002-8735-1553"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veda C. Storey","raw_affiliation_strings":["Georgia State University, Altanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia State University, Altanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090350066"],"corresponding_institution_ids":["https://openalex.org/I108192572"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"170","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9973000288009644,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9973000288009644,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9936000108718872,"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/T11719","display_name":"Data Quality and Management","score":0.9934999942779541,"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/machine-learning","display_name":"Machine learning","score":0.7760486602783203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7217916250228882},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7166041731834412},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.566977322101593},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5441300868988037},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.5279554128646851},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.15150851011276245},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08239918947219849}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7760486602783203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217916250228882},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7166041731834412},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.566977322101593},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5441300868988037},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.5279554128646851},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.15150851011276245},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08239918947219849},{"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:10.1007/978-3-030-21297-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-21297-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":"Lecture Notes in Business Information Processing","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":47,"referenced_works":["https://openalex.org/W53140034","https://openalex.org/W297966986","https://openalex.org/W324515336","https://openalex.org/W1222877830","https://openalex.org/W1482268585","https://openalex.org/W1507463156","https://openalex.org/W1518596314","https://openalex.org/W1520980263","https://openalex.org/W1543001988","https://openalex.org/W1552965617","https://openalex.org/W1558374915","https://openalex.org/W1582960532","https://openalex.org/W1595853162","https://openalex.org/W1853239675","https://openalex.org/W1881101619","https://openalex.org/W2000343360","https://openalex.org/W2002215949","https://openalex.org/W2003387537","https://openalex.org/W2005697477","https://openalex.org/W2012656354","https://openalex.org/W2027884009","https://openalex.org/W2039780220","https://openalex.org/W2051028605","https://openalex.org/W2067691588","https://openalex.org/W2074442900","https://openalex.org/W2096330734","https://openalex.org/W2107972503","https://openalex.org/W2114215601","https://openalex.org/W2119007204","https://openalex.org/W2140437372","https://openalex.org/W2296223526","https://openalex.org/W2342408547","https://openalex.org/W2528491735","https://openalex.org/W2568623365","https://openalex.org/W2600652449","https://openalex.org/W2746614145","https://openalex.org/W2768558296","https://openalex.org/W2902485762","https://openalex.org/W2904825323","https://openalex.org/W2904864026","https://openalex.org/W2907597507","https://openalex.org/W2925311432","https://openalex.org/W2947784394","https://openalex.org/W4235133713","https://openalex.org/W4237830227","https://openalex.org/W4245642253","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","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","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}