{"id":"https://openalex.org/W2136236349","doi":"https://doi.org/10.3233/ida-130605","title":"A methodological approach to mining and simulating data in complex information systems","display_name":"A methodological approach to mining and simulating data in complex information systems","publication_year":2013,"publication_date":"2013-09-26","ids":{"openalex":"https://openalex.org/W2136236349","doi":"https://doi.org/10.3233/ida-130605","mag":"2136236349"},"language":"en","primary_location":{"id":"doi:10.3233/ida-130605","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130605","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"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":"Intelligent Data Analysis","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10578/3699","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027087230","display_name":"Marina Sokolova","orcid":"https://orcid.org/0000-0002-7719-9615"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marina V. Sokolova","raw_affiliation_strings":["Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete (i3A) and Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete (i3A) and Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062083281","display_name":"Antonio Fern\u00e1ndez\u2010Caballero","orcid":"https://orcid.org/0000-0002-8211-0398"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Fern\u00e1ndez-Caballero","raw_affiliation_strings":["Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete (i3A) and Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete (i3A) and Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11810591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"5","first_page":"753","last_page":"769"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9805999994277954,"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"}},"topics":[{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9805999994277954,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9444000124931335,"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":0.7117103934288025},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6801996231079102},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5628148317337036},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5518027544021606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5036718249320984},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5005588531494141},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4736175239086151},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.45936721563339233},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4577779173851013},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.45697247982025146},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4333401620388031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117103934288025},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6801996231079102},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5628148317337036},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5518027544021606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5036718249320984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5005588531494141},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4736175239086151},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.45936721563339233},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4577779173851013},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.45697247982025146},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4333401620388031},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ida-130605","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-130605","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"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":"Intelligent Data Analysis","raw_type":"journal-article"},{"id":"pmh:oai:dnet:ruidera_____::99f3b916c51e32c96dc94382606ea38a","is_oa":true,"landing_page_url":"http://hdl.handle.net/10578/3699","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:ruidera_____::99f3b916c51e32c96dc94382606ea38a","is_oa":true,"landing_page_url":"http://hdl.handle.net/10578/3699","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.46000000834465027,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W65827752","https://openalex.org/W99918673","https://openalex.org/W196474321","https://openalex.org/W606302733","https://openalex.org/W1493534351","https://openalex.org/W1521783790","https://openalex.org/W1553010236","https://openalex.org/W1604521048","https://openalex.org/W1658780706","https://openalex.org/W1770912791","https://openalex.org/W1927822870","https://openalex.org/W1943902465","https://openalex.org/W1965157193","https://openalex.org/W1980434165","https://openalex.org/W1980700927","https://openalex.org/W1981324119","https://openalex.org/W1986051247","https://openalex.org/W1994714765","https://openalex.org/W2031005248","https://openalex.org/W2033516497","https://openalex.org/W2041393158","https://openalex.org/W2048422964","https://openalex.org/W2063646365","https://openalex.org/W2064838404","https://openalex.org/W2070406401","https://openalex.org/W2071458000","https://openalex.org/W2087705308","https://openalex.org/W2097627964","https://openalex.org/W2129211037","https://openalex.org/W2133285549","https://openalex.org/W2137171237","https://openalex.org/W2140190241","https://openalex.org/W2142053236","https://openalex.org/W2542354834","https://openalex.org/W2547375879","https://openalex.org/W2771166796"],"related_works":["https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W3012205960","https://openalex.org/W2079402849","https://openalex.org/W2359717995","https://openalex.org/W1561334777","https://openalex.org/W2338045944"],"abstract_inverted_index":{"Complex":[0],"emergent":[1],"systems":[2],"are":[3],"known":[4],"to":[5,30],"be":[6],"ill-managed":[7],"because":[8],"of":[9],"their":[10,21],"complex":[11],"nature.":[12],"This":[13],"article":[14],"introduces":[15],"a":[16],"novel":[17],"interdisciplinary":[18],"approach":[19,29],"towards":[20],"study.":[22],"In":[23],"this":[24],"sense,":[25],"the":[26],"DeciMaS":[27],"methodological":[28],"mining":[31],"and":[32],"simulating":[33],"data":[34],"in":[35]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}