{"id":"https://openalex.org/W7219631328","doi":"https://doi.org/10.26483/ijarcs.v2i6.866","title":"Educational Data Mining: An Emerging Trends in Education","display_name":"Educational Data Mining: An Emerging Trends in Education","publication_year":2017,"publication_date":"2017-01-13","ids":{"openalex":"https://openalex.org/W7219631328","doi":"https://doi.org/10.26483/ijarcs.v2i6.866"},"language":"en","primary_location":{"id":"pmh:oai:ijarcs.info:article/866","doi":"https://doi.org/10.26483/ijarcs.v2i6.866","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/866","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v2i6","raw_type":"info:eu-repo/semantics/article"},"parent_works":[],"lineage":["https://openalex.org/W7219631328"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://ijarcs.info/index.php/index/article/view/866","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5156858725","display_name":"Mrs. Anita N Chaware","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chaware, Mrs Anita","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5156858725"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.0,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/educational-data-mining","display_name":"educational data mining","score":0.9940000176429749},{"id":"https://openalex.org/keywords/student-modeling","display_name":"student modeling","score":0.6029999852180481},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.7639999985694885},{"id":"https://openalex.org/keywords/educational-quality","display_name":"educational quality","score":0.6430000066757202}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7276999950408936},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6861000061035156},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6123999953269958},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5259000062942505},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.48240000009536743},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.45019999146461487},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.40230000019073486},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3343999981880188},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C91093795","wikidata":"https://www.wikidata.org/wiki/Q956129","display_name":"Information Age","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C2781291010","wikidata":"https://www.wikidata.org/wiki/Q178580","display_name":"Period (music)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C95831776","wikidata":"https://www.wikidata.org/wiki/Q16387","display_name":"Information science","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2524999976158142},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ijarcs.info:article/866","doi":"https://doi.org/10.26483/ijarcs.v2i6.866","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/866","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v2i6","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ijarcs.info:article/866","doi":"https://doi.org/10.26483/ijarcs.v2i6.866","is_oa":true,"landing_page_url":"http://ijarcs.info/index.php/index/article/view/866","pdf_url":null,"source":{"id":"https://openalex.org/S2764748552","display_name":"International Journal of Advanced Research in Computer Science","issn_l":"0976-5697","issn":["0976-5697"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4324013418","host_organization_name":"International Journal of Advanced Research in Computer Science","host_organization_lineage":["https://openalex.org/P4324013418"],"host_organization_lineage_names":["International Journal of Advanced Research in Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.26483/ijarcs.v2i6","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6931551139","https://openalex.org/W2966475018","https://openalex.org/W2138334515","https://openalex.org/W2931815868","https://openalex.org/W1508630729","https://openalex.org/W2604354789","https://openalex.org/W3148286576","https://openalex.org/W2771689065","https://openalex.org/W2136866411","https://openalex.org/W3035269435"],"abstract_inverted_index":{"Data":[0,82,138,167],"mining":[1,168],"over":[2],"period":[3],"of":[4,11,86,121,124,152,173],"time":[5],"is":[6,130,142],"establishing":[7],"itself":[8],"as":[9,97],"one":[10],"the":[12,30,41,59,68,72,76,84,122,157],"major":[13],"disciplines":[14],"in":[15,49,103,113,133,160],"computer":[16,104],"science":[17,85],"with":[18,108],"growing":[19],"industrial":[20],"impact.":[21],"Early":[22],"Computing":[23],"was":[24],"to":[25,28,56,70,78,118,143],"designing":[26],"files":[27],"store":[29],"data":[31,48,65,93,111,125],"so":[32],"that":[33,63],"information":[34],"could":[35],"be":[36],"efficiently":[37],"accessed":[38],"but":[39],"now":[40],"trend":[42,62],"has":[43,95],"completely":[44],"changed.":[45],"With":[46,127],"enormous":[47],"their":[50,80],"pockets":[51],"companies":[52],"and":[53,61,74,100,171],"organizations":[54],"want":[55],"know":[57],"about":[58],"patterns":[60],"this":[64,128,161],"follows":[66],"i.e.":[67],"knowledge":[69,89,146],"build":[71],"intelligence":[73],"take":[75],"action":[77],"improve":[79],"business.":[81],"mining,":[83],"extracting":[87],"useful":[88],"from":[90],"such":[91],"huge":[92],"repositories,":[94],"emerged":[96],"a":[98,109,131,134],"young":[99],"interdisciplinary":[101],"field":[102,135],"science.":[105],"Education":[106,166],"researchers,":[107],"large":[110],"repository":[112],"education":[114],"field,":[115],"are":[116],"trying":[117],"make":[119],"use":[120],"concept":[123],"mining.":[126],"there":[129],"rise":[132],"called":[136],"Educational":[137],"Mining":[139],"(EDM).This":[140],"research":[141],"discover":[144],"new":[145],"or":[147,150],"learner":[148],"skills":[149],"features":[151],"education.":[153],"This":[154],"paper":[155],"reviews":[156],"work":[158],"done":[159],"area.":[162],"Keywords:":[163],"Higher":[164],"Education,":[165],",":[169],"Quality":[170],"Quantity":[172],"education,":[174],"Tradition":[175],"educational":[176],"issues":[177],".":[178]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-10-05T00:00:00"}