{"id":"https://openalex.org/W6902856229","doi":"https://doi.org/10.7275/pare.2037","title":"Discovering Educational Data Mining: An Introduction","display_name":"Discovering Educational Data Mining: An Introduction","publication_year":2024,"publication_date":"2024-07-23","ids":{"openalex":"https://openalex.org/W6902856229","doi":"https://doi.org/10.7275/pare.2037"},"language":"en","primary_location":{"id":"doi:10.7275/pare.2037","doi":"https://doi.org/10.7275/pare.2037","is_oa":true,"landing_page_url":"https://doi.org/10.7275/pare.2037","pdf_url":null,"source":{"id":"https://openalex.org/S2764647977","display_name":"Practical assessment, research & evaluation","issn_l":"1531-7714","issn":["1531-7714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.7275/pare.2037","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zachary Collier","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zachary Collier","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092706273","display_name":"Joshua Sukumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joshua Sukumar","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Roghayeh Barmaki","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roghayeh Barmaki","raw_affiliation_strings":[""],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6443,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69029851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11875","display_name":"Statistics Education and Methodologies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"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":1.0},{"id":"https://openalex.org/keywords/machine-learning-in-education","display_name":"machine learning in education","score":0.828000009059906},{"id":"https://openalex.org/keywords/educational-statistics","display_name":"education statistics","score":0.6489999890327454},{"id":"https://openalex.org/keywords/disciplinary-vocabulary","display_name":"disciplinary terminology","score":0.5339999794960022},{"id":"https://openalex.org/keywords/educational-data-analysis","display_name":"educational data analysis","score":0.6240000128746033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5727999806404114},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.5473999977111816},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5267999768257141},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.3813999891281128},{"id":"https://openalex.org/C182109673","wikidata":"https://www.wikidata.org/wiki/Q7604437","display_name":"Statistics education","level":2,"score":0.35499998927116394},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.34470000863075256},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C2986817661","wikidata":"https://www.wikidata.org/wiki/Q185698","display_name":"Research methodology","level":3,"score":0.3215000033378601},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.27799999713897705},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C188231857","wikidata":"https://www.wikidata.org/wiki/Q2585724","display_name":"Educational assessment","level":2,"score":0.2551000118255615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7275/pare.2037","doi":"https://doi.org/10.7275/pare.2037","is_oa":true,"landing_page_url":"https://doi.org/10.7275/pare.2037","pdf_url":null,"source":{"id":"https://openalex.org/S2764647977","display_name":"Practical assessment, research & evaluation","issn_l":"1531-7714","issn":["1531-7714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.7275/pare.2037","doi":"https://doi.org/10.7275/pare.2037","is_oa":true,"landing_page_url":"https://doi.org/10.7275/pare.2037","pdf_url":null,"source":{"id":"https://openalex.org/S2764647977","display_name":"Practical assessment, research & evaluation","issn_l":"1531-7714","issn":["1531-7714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"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/W2006444123","https://openalex.org/W3035269435","https://openalex.org/W3179554393","https://openalex.org/W2138334515","https://openalex.org/W2761700447","https://openalex.org/W6893704514","https://openalex.org/W3024048127","https://openalex.org/W1898103075","https://openalex.org/W1182722294","https://openalex.org/W3192191800"],"abstract_inverted_index":{"This":[0],"article":[1,51],"introduces":[2],"researchers":[3],"in":[4,66,98],"the":[5,19,28,76,94,100],"science":[6],"concerned":[7],"with":[8,32],"developing":[9],"and":[10,15,44,59,81,90,96,102],"studying":[11],"research":[12],"methods,":[13],"measurement,":[14],"evaluation":[16],"(RMME)":[17],"to":[18,62],"educational":[20,67],"data":[21,54],"mining":[22],"(EDM)":[23],"community.":[24],"It":[25,69],"assumes":[26],"that":[27],"audience":[29],"is":[30,86],"familiar":[31],"traditional":[33],"priorities":[34],"of":[35,57,79,108],"statistical":[36],"analyses,":[37],"such":[38],"as":[39],"accurately":[40],"estimating":[41],"model":[42],"parameters":[43],"inferences":[45],"from":[46],"those":[47],"models.":[48],"Instead,":[49],"this":[50],"focuses":[52],"on":[53],"mining\u2019s":[55],"adoption":[56],"statistics":[58],"machine":[60],"learning":[61],"produce":[63],"cutting-edge":[64],"methods":[65],"contexts.":[68],"answers":[70],"three":[71],"questions:":[72],"(1)":[73],"What":[74,85,92],"are":[75,93],"primary":[77],"interests":[78],"EDM":[80,101],"RMME":[82,103],"researchers?":[83],"(2)":[84],"their":[87],"discipline-specific":[88],"vocabulary?":[89],"(3)":[91],"similarities":[95],"differences":[97],"how":[99],"communities":[104],"analyze":[105],"similar":[106],"types":[107],"data?":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}
