{"id":"https://openalex.org/W3093524972","doi":"https://doi.org/10.1109/rita.2020.3033222","title":"Introducing Big Data to Undergraduate Students: A Novel Approach in a Distance University","display_name":"Introducing Big Data to Undergraduate Students: A Novel Approach in a Distance University","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3093524972","doi":"https://doi.org/10.1109/rita.2020.3033222","mag":"3093524972"},"language":"en","primary_location":{"id":"doi:10.1109/rita.2020.3033222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rita.2020.3033222","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/A5068229073","display_name":"Agust\u00edn C. Caminero","orcid":"https://orcid.org/0000-0001-9658-9646"},"institutions":[{"id":"https://openalex.org/I178450904","display_name":"National University of Distance Education","ror":"https://ror.org/02msb5n36","country_code":"ES","type":"education","lineage":["https://openalex.org/I178450904"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Agustin C. Caminero","raw_affiliation_strings":["Departamento de Sistemas de Comunicaci\u00f3n y Control, ETSI Inform\u00e1tica, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Sistemas de Comunicaci\u00f3n y Control, ETSI Inform\u00e1tica, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), Madrid, Spain","institution_ids":["https://openalex.org/I178450904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012871437","display_name":"Salvador Ros","orcid":"https://orcid.org/0000-0001-6330-4958"},"institutions":[{"id":"https://openalex.org/I178450904","display_name":"National University of Distance Education","ror":"https://ror.org/02msb5n36","country_code":"ES","type":"education","lineage":["https://openalex.org/I178450904"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salvador Ros","raw_affiliation_strings":["Departamento de Sistemas de Comunicaci\u00f3n y Control, ETSI Inform\u00e1tica, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Sistemas de Comunicaci\u00f3n y Control, ETSI Inform\u00e1tica, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), Madrid, Spain","institution_ids":["https://openalex.org/I178450904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068229073"],"corresponding_institution_ids":["https://openalex.org/I178450904"],"apc_list":null,"apc_paid":null,"fwci":0.2542,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62851662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"15","issue":"4","first_page":"291","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9950000047683716,"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":0.9950000047683716,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9620000123977661,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9593999981880188,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7363311648368835},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.584776759147644},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5293002128601074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4714159667491913},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44615817070007324},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3780441880226135},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2624927759170532},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18127551674842834},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1647270917892456},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08572706580162048}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7363311648368835},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.584776759147644},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5293002128601074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4714159667491913},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44615817070007324},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3780441880226135},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2624927759170532},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18127551674842834},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1647270917892456},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08572706580162048},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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:10.1109/rita.2020.3033222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rita.2020.3033222","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":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G375290829","display_name":null,"funder_award_id":"2019-PUNED-0007","funder_id":"https://openalex.org/F4320323261","funder_display_name":"Universidad Nacional de Educaci\u00f3n a Distancia"},{"id":"https://openalex.org/G601497592","display_name":null,"funder_award_id":"RED2018-102725-T","funder_id":"https://openalex.org/F4320324211","funder_display_name":"Ministry of Economy"}],"funders":[{"id":"https://openalex.org/F4320323261","display_name":"Universidad Nacional de Educaci\u00f3n a Distancia","ror":"https://ror.org/02msb5n36"},{"id":"https://openalex.org/F4320324211","display_name":"Ministry of Economy","ror":"https://ror.org/02fn8ac40"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W22643885","https://openalex.org/W1976955224","https://openalex.org/W1993363141","https://openalex.org/W2010712906","https://openalex.org/W2017374559","https://openalex.org/W2050781391","https://openalex.org/W2051850371","https://openalex.org/W2057758080","https://openalex.org/W2062691880","https://openalex.org/W2110086534","https://openalex.org/W2116627938","https://openalex.org/W2119738171","https://openalex.org/W2129982265","https://openalex.org/W2173213060","https://openalex.org/W2261525379","https://openalex.org/W2274794968","https://openalex.org/W2288357357","https://openalex.org/W2290323698","https://openalex.org/W2314815964","https://openalex.org/W2462409792","https://openalex.org/W2513952636","https://openalex.org/W2534429401","https://openalex.org/W2562397084","https://openalex.org/W2622410109","https://openalex.org/W2624803099","https://openalex.org/W2810614826","https://openalex.org/W4249423824","https://openalex.org/W6600942513","https://openalex.org/W6728809838","https://openalex.org/W6739365485","https://openalex.org/W6922442852"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508"],"abstract_inverted_index":{"Contribution:":[0],"The":[1,137],"main":[2],"contribution":[3],"of":[4,28,44,64,80,111,176,193,213],"this":[5,78,102,181],"work":[6,179],"is":[7,27,115],"a":[8,132,162,173],"way":[9],"to":[10,30,50,76,100,122,145],"improve":[11],"existing":[12,91],"degrees":[13,88,92,147],"with":[14,149],"state-of-the-art":[15],"technologies":[16,68,128,157],"so":[17,93],"that":[18,94,202],"they":[19],"stay":[20],"interesting":[21],"and":[22,219,224,232],"useful":[23],"for":[24],"students.":[25],"It":[26],"interest":[29],"faculty":[31,47,140],"in":[32,37,71,108,131,161,168],"any":[33,72,142],"University":[34],"worldwide,":[35],"especially":[36],"Engineering":[38,110],"Education,":[39],"where":[40],"the":[41,65,106,169,185,210,214,216,228,230,233],"constant":[42],"evolution":[43],"technology":[45],"makes":[46],"devote":[48],"effort":[49],"keep":[51,146],"courses":[52],"up-to-date.":[53],"Background:":[54],"Over":[55],"last":[56],"few":[57],"years,":[58,200],"Big":[59,81,124,155],"Data":[60,82,125,156],"has":[61,119],"been":[62,120,159],"one":[63],"most":[66],"demanded":[67],"by":[69],"companies":[70],"field.":[73],"In":[74],"order":[75],"fill":[77],"need":[79],"professionals,":[83],"Universities":[84],"must":[85],"create":[86],"new":[87],"or":[89],"update":[90],"their":[95],"graduated":[96],"students":[97,206,225],"are":[98,129,195],"ready":[99],"perform":[101],"job.":[103],"For":[104],"this,":[105],"Degree":[107],"Computer":[109],"our":[112],"University,":[113],"which":[114],"taught":[116],"totally":[117],"online,":[118],"updated":[121],"include":[123],"technologies.":[126],"These":[127],"included":[130,160],"databases":[133],"course.":[134],"Intended":[135],"outcomes:":[136],"proposal":[138],"allows":[139],"from":[141],"university":[143],"worldwide":[144],"up-to-date":[148],"minimal":[150],"administrative":[151,175],"effort.":[152,177],"Application":[153],"design:":[154],"have":[158,207,222],"practical":[163],"exercise,":[164,215,229],"since":[165],"deeper":[166],"modifications":[167],"course":[170,217],"would":[171],"require":[172],"lot":[174],"This":[178],"presents":[180],"exercise":[182],"focusing":[183],"on":[184],"learning":[186,211],"objectives":[187],"it":[188],"pursues.":[189],"Findings:":[190],"A":[191],"number":[192],"dimensions":[194],"analyzed":[196],"over":[197],"several":[198],"academic":[199],"resulting":[201],"almost":[203],"all":[204,209],"submitting":[205],"achieved":[208],"outcomes":[212],"evaluation":[218],"success":[220],"rates":[221],"improved,":[223],"value":[226],"positively":[227],"materials,":[231],"knowledge":[234],"acquired.":[235]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}