{"id":"https://openalex.org/W2558642404","doi":"https://doi.org/10.1109/ithet.2016.7760754","title":"Datawarehouse design for educational data mining","display_name":"Datawarehouse design for educational data mining","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2558642404","doi":"https://doi.org/10.1109/ithet.2016.7760754","mag":"2558642404"},"language":"en","primary_location":{"id":"doi:10.1109/ithet.2016.7760754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2016.7760754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-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/A5023752979","display_name":"Oswaldo Moscoso-Zea","orcid":"https://orcid.org/0000-0003-3233-2133"},"institutions":[{"id":"https://openalex.org/I4210091861","display_name":"Universidad UTE","ror":"https://ror.org/00dmdt028","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210091861"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Oswaldo Moscoso-Zea","raw_affiliation_strings":["Faculty of Engineering, Equinoctial Technological University, Quito, Ecuador"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Equinoctial Technological University, Quito, Ecuador","institution_ids":["https://openalex.org/I4210091861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096873946","display_name":"Andres-Sampedro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091861","display_name":"Universidad UTE","ror":"https://ror.org/00dmdt028","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210091861"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Andres-Sampedro","raw_affiliation_strings":["Faculty of Engineering, Equinoctial Technological University, Quito, Ecuador"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Equinoctial Technological University, Quito, Ecuador","institution_ids":["https://openalex.org/I4210091861"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088265373","display_name":"Sergio Luj\u00e1n\u2010Mora","orcid":"https://orcid.org/0000-0001-5000-864X"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Lujan-Mora","raw_affiliation_strings":["Department of Software and Computing Systems, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Software and Computing Systems, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023752979"],"corresponding_institution_ids":["https://openalex.org/I4210091861"],"apc_list":null,"apc_paid":null,"fwci":5.5264,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95825845,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9793000221252441,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7080907821655273},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6085497736930847},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6021415591239929},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5832754373550415},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5614402294158936},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5375129580497742},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5294144749641418},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5001718997955322},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.492208868265152},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47740331292152405},{"id":"https://openalex.org/keywords/design-science-research","display_name":"Design science research","score":0.43891599774360657},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.351343035697937},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.34348538517951965},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23281517624855042},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.21677693724632263},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16913273930549622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7080907821655273},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6085497736930847},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6021415591239929},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5832754373550415},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5614402294158936},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5375129580497742},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5294144749641418},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5001718997955322},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.492208868265152},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47740331292152405},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.43891599774360657},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.351343035697937},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34348538517951965},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23281517624855042},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.21677693724632263},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16913273930549622},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ithet.2016.7760754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ithet.2016.7760754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1539947443","https://openalex.org/W1560752893","https://openalex.org/W1591742622","https://openalex.org/W2006444123","https://openalex.org/W2021601071","https://openalex.org/W2076018114","https://openalex.org/W2081388273","https://openalex.org/W2108971776","https://openalex.org/W2114887408","https://openalex.org/W2138334515","https://openalex.org/W2153696856","https://openalex.org/W2163009032","https://openalex.org/W2189617101","https://openalex.org/W2355815888","https://openalex.org/W6632458873","https://openalex.org/W6633527370","https://openalex.org/W6687480232","https://openalex.org/W6960202728"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2807997669","https://openalex.org/W2913151401","https://openalex.org/W4293245862"],"abstract_inverted_index":{"Business":[0],"intelligence":[1],"(BI)":[2],"builds":[3],"upon":[4],"a":[5,34,57,61,86,122,154,158,162,200],"set":[6],"of":[7,15,18,27,40,73,97,121,141,150,153],"tools":[8],"and":[9,49,139,145,194],"applications":[10],"that":[11,196],"enable":[12],"the":[13,38,67,71,74,92,95,117,135,146,151,169,176,179,182],"analysis":[14,96],"vast":[16],"amounts":[17],"information":[19,93,204],"(Big":[20],"Data).":[21],"Educational":[22],"institutions":[23,44],"handle":[24,91],"large":[25],"volumes":[26],"Big":[28],"Data":[29],"every":[30],"year.":[31],"There":[32],"is":[33,60],"strong":[35],"need":[36],"for":[37,70,94,181,192],"use":[39],"BI":[41,58],"in":[42,56,76,85,134,157,172],"these":[43],"to":[45,90,131,167,198,202],"improve":[46],"their":[47],"processes":[48],"support":[50],"decision":[51],"making.":[52],"The":[53,80,107],"core":[54],"technology":[55],"project":[59,156],"datawarehouse":[62],"(DW).":[63],"This":[64,127,143,187],"paper":[65],"describes":[66],"design":[68,184,199],"considerations":[69],"implementation":[72],"DW":[75,81,108,183,201],"an":[77,111],"educational":[78,102],"scenario.":[79],"will":[82],"be":[83,190],"used":[84],"knowledge":[87,123],"discovery":[88],"process":[89],"key":[98,118],"performance":[99],"indicators":[100],"using":[101,205],"data":[103],"mining":[104],"(EDM)":[105],"techniques.":[106,207],"along":[109],"with":[110],"enterprise":[112],"architecture":[113],"(EA)":[114],"repository":[115],"are":[116,148,185],"technological":[119],"assets":[120],"management":[124],"framework":[125,128,147],"(KMF).":[126],"was":[129],"designed":[130],"put":[132],"order":[133],"creation,":[136],"capture,":[137],"transfer":[138],"digitalization":[140],"knowledge.":[142],"guide":[144],"two":[149],"outcomes":[152],"research":[155],"private":[159],"university.":[160],"Furthermore,":[161],"case":[163,177],"study":[164,178,188],"suggests":[165],"how":[166],"choose":[168],"best":[170],"methodology":[171],"higher":[173],"institutions.":[174],"In":[175],"steps":[180],"presented.":[186],"can":[189],"useful":[191],"academics":[193],"practitioners":[195],"plan":[197],"analyze":[203],"EDM":[206]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
