{"id":"https://openalex.org/W4392504464","doi":"https://doi.org/10.1007/s10479-024-05919-4","title":"An Introduction to the Applications of Operations Research and Data Science in Disrupting Illicit Markets","display_name":"An Introduction to the Applications of Operations Research and Data Science in Disrupting Illicit Markets","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392504464","doi":"https://doi.org/10.1007/s10479-024-05919-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-024-05919-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05919-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05919-4.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05919-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026643091","display_name":"Mahdi Fathi","orcid":"https://orcid.org/0000-0003-3476-4722"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michel Fathi","raw_affiliation_strings":["G. Brint Ryan College of Business, University of North Texas, Denton, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-3476-4722","affiliations":[{"raw_affiliation_string":"G. Brint Ryan College of Business, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050062467","display_name":"P\u00e3nos M. Pardalos","orcid":"https://orcid.org/0000-0001-9623-8053"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panos M. Pardalos","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-9623-8053","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049563716","display_name":"Dursun Delen","orcid":"https://orcid.org/0000-0001-8857-5148"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dursun Delen","raw_affiliation_strings":["Spears School of Business, Oklahoma State University, Stillwater, OK, USA"],"raw_orcid":"https://orcid.org/0000-0001-8857-5148","affiliations":[{"raw_affiliation_string":"Spears School of Business, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065453187","display_name":"Stefan Gold","orcid":"https://orcid.org/0000-0001-9945-742X"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Gold","raw_affiliation_strings":["Faculty of Economics and Management, University of Kassel, Kassel, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9945-742X","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, University of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087163437","display_name":"Marzieh Khakifirooz","orcid":"https://orcid.org/0000-0002-1721-2646"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marzieh Khakifirooz","raw_affiliation_strings":["School of Engineering and Science, Tecnologico de Monterrey, Monterrey, NL, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-1721-2646","affiliations":[{"raw_affiliation_string":"School of Engineering and Science, Tecnologico de Monterrey, Monterrey, NL, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026643091"],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02659589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"335","issue":"2","first_page":"641","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.6926000118255615,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.6926000118255615,"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"}},{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.6881999969482422,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11838","display_name":"Crime, Illicit Activities, and Governance","score":0.6571999788284302,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.7466937303543091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5201904773712158},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4483609199523926},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3848986029624939},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.32788917422294617},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3256210684776306},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2093498408794403},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1499929130077362}],"concepts":[{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.7466937303543091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5201904773712158},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4483609199523926},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3848986029624939},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32788917422294617},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3256210684776306},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2093498408794403},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1499929130077362},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10479-024-05919-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05919-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05919-4.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:annopr:v:335:y:2024:i:2:d:10.1007_s10479-024-05919-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-024-05919-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10479-024-05919-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-024-05919-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-024-05919-4.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1867210102","display_name":null,"funder_award_id":"DE-SC0014664","funder_id":"https://openalex.org/F4320308963","funder_display_name":"Oak Ridge Associated Universities"},{"id":"https://openalex.org/G511876581","display_name":null,"funder_award_id":"DE-SC0014664","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7619220232","display_name":null,"funder_award_id":"SC0014664","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7739590409","display_name":null,"funder_award_id":"DE-SC0014664","funder_id":"https://openalex.org/F4320332382","funder_display_name":"Oak Ridge Institute for Science and Education"},{"id":"https://openalex.org/G8081407347","display_name":null,"funder_award_id":"DE-SC0014664","funder_id":"https://openalex.org/F4320306110","funder_display_name":"U.S. Department of Homeland Security"},{"id":"https://openalex.org/G8570346810","display_name":null,"funder_award_id":"SC0014664","funder_id":"https://openalex.org/F4320332382","funder_display_name":"Oak Ridge Institute for Science and Education"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320308963","display_name":"Oak Ridge Associated Universities","ror":"https://ror.org/0526p1y61"},{"id":"https://openalex.org/F4320332382","display_name":"Oak Ridge Institute for Science and Education","ror":"https://ror.org/0526p1y61"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392504464.pdf","grobid_xml":"https://content.openalex.org/works/W4392504464.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2064563243","https://openalex.org/W4250775169","https://openalex.org/W4309231192","https://openalex.org/W3165104833","https://openalex.org/W2595158997","https://openalex.org/W2753425608","https://openalex.org/W4249573192","https://openalex.org/W2053800633","https://openalex.org/W2018678701","https://openalex.org/W1986447712"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}
