{"id":"https://openalex.org/W2819101378","doi":"https://doi.org/10.1109/meco.2018.8406052","title":"A systematic mapping study of educational technologies based on educational data mining and learning analytics","display_name":"A systematic mapping study of educational technologies based on educational data mining and learning analytics","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2819101378","doi":"https://doi.org/10.1109/meco.2018.8406052","mag":"2819101378"},"language":"en","primary_location":{"id":"doi:10.1109/meco.2018.8406052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2018.8406052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th Mediterranean Conference on Embedded Computing (MECO)","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/A5036897175","display_name":"Edona Doko","orcid":null},"institutions":[{"id":"https://openalex.org/I182202855","display_name":"South East European University","ror":"https://ror.org/00m04y575","country_code":"MK","type":"education","lineage":["https://openalex.org/I182202855"]}],"countries":["MK"],"is_corresponding":true,"raw_author_name":"Edona Doko","raw_affiliation_strings":["Faculty of Contemporary Sciences and Technologies, SEE University, Tetovo, Macedonia"],"affiliations":[{"raw_affiliation_string":"Faculty of Contemporary Sciences and Technologies, SEE University, Tetovo, Macedonia","institution_ids":["https://openalex.org/I182202855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035253658","display_name":"Lejla Abazi Bexheti","orcid":null},"institutions":[{"id":"https://openalex.org/I182202855","display_name":"South East European University","ror":"https://ror.org/00m04y575","country_code":"MK","type":"education","lineage":["https://openalex.org/I182202855"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Lejla Abazi Bexheti","raw_affiliation_strings":["South East European University, Tetovo, Tetovo, MK"],"affiliations":[{"raw_affiliation_string":"South East European University, Tetovo, Tetovo, MK","institution_ids":["https://openalex.org/I182202855"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036897175"],"corresponding_institution_ids":["https://openalex.org/I182202855"],"apc_list":null,"apc_paid":null,"fwci":4.0967,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93780481,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991000294685364,"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":0.9991000294685364,"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/T11526","display_name":"Innovative Teaching Methods","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9693999886512756,"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/learning-analytics","display_name":"Learning analytics","score":0.8407919406890869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8090733289718628},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.7642853260040283},{"id":"https://openalex.org/keywords/flipped-classroom","display_name":"Flipped classroom","score":0.6347047090530396},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6036046743392944},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.595484733581543},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5830744504928589},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5290701985359192},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5107419490814209},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.48371580243110657},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.461207777261734},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.45441991090774536},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4362054765224457},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4229952394962311},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34410202503204346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3409067690372467},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27412569522857666},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.196161150932312},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08505892753601074}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8407919406890869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8090733289718628},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.7642853260040283},{"id":"https://openalex.org/C2778156053","wikidata":"https://www.wikidata.org/wiki/Q80267","display_name":"Flipped classroom","level":2,"score":0.6347047090530396},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6036046743392944},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.595484733581543},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5830744504928589},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5290701985359192},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5107419490814209},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.48371580243110657},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.461207777261734},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.45441991090774536},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4362054765224457},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4229952394962311},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34410202503204346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3409067690372467},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27412569522857666},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.196161150932312},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08505892753601074},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco.2018.8406052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco.2018.8406052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 7th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W643967429","https://openalex.org/W1586168708","https://openalex.org/W1600322996","https://openalex.org/W1898103075","https://openalex.org/W2003015998","https://openalex.org/W2010244402","https://openalex.org/W2051277183","https://openalex.org/W2100854689","https://openalex.org/W2116638917","https://openalex.org/W2165287836","https://openalex.org/W2186528243","https://openalex.org/W2246035736","https://openalex.org/W2514620914","https://openalex.org/W2577989640","https://openalex.org/W2584119119","https://openalex.org/W2735315095","https://openalex.org/W4246143050"],"related_works":["https://openalex.org/W4388209830","https://openalex.org/W3061763893","https://openalex.org/W2529601000","https://openalex.org/W3157139468","https://openalex.org/W4246981434","https://openalex.org/W2912900806","https://openalex.org/W3021163624","https://openalex.org/W123076107","https://openalex.org/W3154404963","https://openalex.org/W2906062308"],"abstract_inverted_index":{"The":[0,103],"traditional":[1],"flipped":[2,12],"classroom":[3],"is":[4,108],"defined":[5],"based":[6],"on":[7,28],"the":[8,46,49],"video":[9,142],"instructions":[10],"of":[11,34,41,48,62,72,78,96,125,140,144],"class":[13,22],"at":[14],"home.":[15],"In":[16],"addition,":[17],"students":[18,79],"have":[19],"time":[20],"in":[21,82,105,115,149],"to":[23,52,92,109,117,138],"work":[24],"with":[25],"their":[26],"teacher":[27],"key":[29],"learning":[30,54,87,90,126,129],"activities.":[31],"With":[32],"introduction":[33],"Flipped":[35],"Classroom":[36],"model":[37],"and":[38,67,80,88,99,119,128,135,146],"rapid":[39],"development":[40],"data":[42,51,73],"sciences":[43],"for":[44],"taking":[45],"advantages":[47],"learners'":[50],"optimize":[53],"process":[55],"there":[56],"has":[57,84],"been":[58],"an":[59],"increasing":[60],"consideration":[61],"exploiting":[63],"Educational":[64,100],"Data":[65,101],"Mining":[66],"Learning":[68,97],"Analysis.":[69],"Large":[70],"amount":[71],"taken":[74],"from":[75],"performed":[76],"actions":[77],"teachers":[81],"FC":[83],"made":[85],"data-driven":[86],"self-paced":[89],"possible":[91],"perform":[93],"different":[94],"algorithms":[95],"Analytics":[98],"Mining.":[102],"goal":[104],"this":[106],"paper":[107],"devise":[110],"a":[111],"systematic":[112],"mapping":[113],"study,":[114],"order":[116],"explore":[118],"analyze":[120],"existing":[121],"researches":[122],"about":[123],"implementations":[124],"strategies":[127],"algorithms.":[130],"We":[131],"selected":[132],"122":[133],"papers":[134],"assorted":[136],"according":[137],"field":[139,143],"interest,":[141],"interests":[145],"technology":[147],"used":[148],"FC.":[150]},"counts_by_year":[{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}