{"id":"https://openalex.org/W3177079396","doi":"https://doi.org/10.1109/rita.2021.3089922","title":"A Tool for Automatic Generation of Data Mining Practice Environments","display_name":"A Tool for Automatic Generation of Data Mining Practice Environments","publication_year":2021,"publication_date":"2021-05-01","ids":{"openalex":"https://openalex.org/W3177079396","doi":"https://doi.org/10.1109/rita.2021.3089922","mag":"3177079396"},"language":"en","primary_location":{"id":"doi:10.1109/rita.2021.3089922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rita.2021.3089922","pdf_url":null,"source":{"id":"https://openalex.org/S17848820","display_name":"IEEE Revista Iberoamericana de Tecnologias del Aprendizaje","issn_l":"1932-8540","issn":["1932-8540","2374-0132"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Revista Iberoamericana de Tecnologias del Aprendizaje","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/A5024335659","display_name":"Fernando Terroso-S\u00e1enz","orcid":"https://orcid.org/0000-0002-1921-1137"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando Terroso-Saenz","raw_affiliation_strings":["Polytechnic School, Universidad Cat\u00f3lica de Murcia (UCAM), Murcia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1921-1137","affiliations":[{"raw_affiliation_string":"Polytechnic School, Universidad Cat\u00f3lica de Murcia (UCAM), Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012849300","display_name":"Adrian F. Hernandez","orcid":"https://orcid.org/0000-0003-3387-9616"},"institutions":[{"id":"https://openalex.org/I68763199","display_name":"Universidad Cat\u00f3lica de Murcia","ror":"https://ror.org/05b1rsv17","country_code":"ES","type":"education","lineage":["https://openalex.org/I68763199"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adrian Hernandez","raw_affiliation_strings":["Polytechnic School, Universidad Cat\u00f3lica de Murcia (UCAM), Murcia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic School, Universidad Cat\u00f3lica de Murcia (UCAM), Murcia, Spain","institution_ids":["https://openalex.org/I68763199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68763199"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12240846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"2","first_page":"171","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9958000183105469,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9958000183105469,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9889000058174133,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/software-deployment","display_name":"Software deployment","score":0.9310464859008789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7594859600067139},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7080891728401184},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6401722431182861},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5463436841964722},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5224646329879761},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4321427345275879},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4273589253425598},{"id":"https://openalex.org/keywords/development-environment","display_name":"Development environment","score":0.4218544065952301},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3968944847583771},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3653363883495331},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2063799798488617},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12873762845993042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11392945051193237},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07661184668540955}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.9310464859008789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7594859600067139},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7080891728401184},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6401722431182861},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5463436841964722},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5224646329879761},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4321427345275879},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4273589253425598},{"id":"https://openalex.org/C139968098","wikidata":"https://www.wikidata.org/wiki/Q3055454","display_name":"Development environment","level":2,"score":0.4218544065952301},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3968944847583771},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3653363883495331},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2063799798488617},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12873762845993042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11392945051193237},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07661184668540955},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rita.2021.3089922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rita.2021.3089922","pdf_url":null,"source":{"id":"https://openalex.org/S17848820","display_name":"IEEE Revista Iberoamericana de Tecnologias del Aprendizaje","issn_l":"1932-8540","issn":["1932-8540","2374-0132"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Revista Iberoamericana de Tecnologias del Aprendizaje","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1569469665","https://openalex.org/W1969027658","https://openalex.org/W1984964495","https://openalex.org/W2133990480","https://openalex.org/W2180345992","https://openalex.org/W2418020898","https://openalex.org/W2421189715","https://openalex.org/W2624312785","https://openalex.org/W2789274555","https://openalex.org/W2886406194","https://openalex.org/W2976535638","https://openalex.org/W2993788498","https://openalex.org/W3003251750","https://openalex.org/W3015671853","https://openalex.org/W4285719527","https://openalex.org/W6771484164"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W2378061014","https://openalex.org/W2910090618","https://openalex.org/W147941364","https://openalex.org/W2113669332"],"abstract_inverted_index":{"Data":[0],"analysis":[1],"subjects":[2],"are":[3,30],"an":[4,77,90],"important":[5,78],"part":[6],"of":[7,41,61,67,97,106,115,125,168,174,176],"the":[8,37,48,59,65,68,81,85,94,109,113,116,129,145,158,166,169,172,177,180],"computer":[9],"science":[10],"degree.":[11],"In":[12],"these":[13,62],"subjects,":[14],"seminars":[15,82],"and":[16,28,39,54,64,73,149,171],"practical":[17],"sessions":[18],"where":[19],"students":[20,49,155,178],"can":[21,111,134],"practice":[22,131,160],"with":[23,157,179],"different":[24],"data":[25],"mining":[26],"algorithms":[27],"techniques":[29],"a":[31,42,71,123],"paramount":[32],"part.":[33],"This":[34,120,140],"usually":[35],"involves":[36],"installation":[38],"deployment":[40,74,96,147],"common":[43],"development":[44],"environment":[45,117,132],"for":[46,93],"all":[47,154],"including":[50],"libraries,":[51],"databases,":[52],"datasets":[53],"so":[55],"forth.":[56],"Due":[57],"to":[58,118],"heterogeneity":[60],"environments":[63,99,182],"characteristics":[66],"undergraduates,":[69],"such":[70],"configuration":[72],"might":[75],"be":[76,135],"task":[79],"in":[80,122],"schedule.":[83],"Consequently,":[84],"present":[86],"work":[87,156],"puts":[88],"forward":[89],"open-source":[91],"tool":[92,170],"automatic":[95],"data-mining":[98],"based":[100],"on":[101],"Docker":[102],"containers.":[103],"By":[104],"means":[105],"this":[107],"tool,":[108],"teacher":[110],"specify":[112],"parameters":[114],"deploy.":[119],"results":[121],"set":[124],"virtual":[126],"images":[127],"comprising":[128],"whole":[130],"that":[133,153],"easily":[136],"distributed":[137],"among":[138],"students.":[139],"way,":[141],"we":[142,150,163],"meaningfully":[143],"optimize":[144],"aforementioned":[146],"step":[148],"also":[151],"guarantee":[152],"same":[159],"environment.":[161],"Finally,":[162],"have":[164],"evaluated":[165],"performance":[167],"level":[173],"satisfaction":[175],"generated":[181],"showing":[183],"quite":[184],"promising":[185],"results.":[186]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}