{"id":"https://openalex.org/W3179554393","doi":"https://doi.org/10.1007/978-3-030-80126-7_54","title":"A Systematic Review of Educational Data Mining","display_name":"A Systematic Review of Educational Data Mining","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3179554393","doi":"https://doi.org/10.1007/978-3-030-80126-7_54","mag":"3179554393"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-80126-7_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80126-7_54","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"review","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/A5022146275","display_name":"Fangyao Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"FangYao Xu","raw_affiliation_strings":["School of Mathematics and Statistics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438045","display_name":"Zhiqiang Li","orcid":"https://orcid.org/0000-0001-8611-0742"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZhiQiang Li","raw_affiliation_strings":["Network and Information Center, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Information Center, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113953344","display_name":"JiaQi Yue","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JiaQi Yue","raw_affiliation_strings":["School of Computer Science, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036145324","display_name":"Shaojie Qu","orcid":"https://orcid.org/0000-0003-4237-1961"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ShaoJie Qu","raw_affiliation_strings":["Network and Information Center, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Information Center, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":5.0666,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96412722,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"764","last_page":"780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9958999752998352,"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":0.9958999752998352,"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/T14025","display_name":"Educational Technology and Assessment","score":0.95660001039505,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9194999933242798,"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/data-science","display_name":"Data science","score":0.5800846815109253},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.561032772064209},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5570891499519348},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.4506884813308716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4380723237991333},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.4282875657081604},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.41224199533462524},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.37482690811157227},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30731600522994995},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23346784710884094},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.06037828326225281}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5800846815109253},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.561032772064209},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5570891499519348},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.4506884813308716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4380723237991333},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4282875657081604},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.41224199533462524},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37482690811157227},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30731600522994995},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23346784710884094},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.06037828326225281},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-80126-7_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80126-7_54","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":98,"referenced_works":["https://openalex.org/W1445437088","https://openalex.org/W1515294235","https://openalex.org/W1902836081","https://openalex.org/W1966644670","https://openalex.org/W1971888994","https://openalex.org/W2023945955","https://openalex.org/W2137183511","https://openalex.org/W2169292608","https://openalex.org/W2199534480","https://openalex.org/W2204122179","https://openalex.org/W2243425977","https://openalex.org/W2282713809","https://openalex.org/W2293030704","https://openalex.org/W2336421784","https://openalex.org/W2338594220","https://openalex.org/W2373555655","https://openalex.org/W2399798709","https://openalex.org/W2514832122","https://openalex.org/W2517346953","https://openalex.org/W2526829776","https://openalex.org/W2543707867","https://openalex.org/W2546209974","https://openalex.org/W2547839713","https://openalex.org/W2558642404","https://openalex.org/W2563345517","https://openalex.org/W2566706693","https://openalex.org/W2573116921","https://openalex.org/W2573414602","https://openalex.org/W2611500022","https://openalex.org/W2614972661","https://openalex.org/W2619120069","https://openalex.org/W2620036265","https://openalex.org/W2621114931","https://openalex.org/W2622081739","https://openalex.org/W2690430723","https://openalex.org/W2736272723","https://openalex.org/W2740916950","https://openalex.org/W2755187872","https://openalex.org/W2757875814","https://openalex.org/W2760142002","https://openalex.org/W2766480409","https://openalex.org/W2775537264","https://openalex.org/W2777917715","https://openalex.org/W2780936493","https://openalex.org/W2781714994","https://openalex.org/W2784226275","https://openalex.org/W2786653696","https://openalex.org/W2787327811","https://openalex.org/W2788239866","https://openalex.org/W2799163132","https://openalex.org/W2799194347","https://openalex.org/W2801278527","https://openalex.org/W2802054559","https://openalex.org/W2807436627","https://openalex.org/W2810022699","https://openalex.org/W2811017917","https://openalex.org/W2837724774","https://openalex.org/W2883513664","https://openalex.org/W2884112086","https://openalex.org/W2885001136","https://openalex.org/W2887080045","https://openalex.org/W2888826040","https://openalex.org/W2891487293","https://openalex.org/W2895844634","https://openalex.org/W2896152542","https://openalex.org/W2896905057","https://openalex.org/W2898749413","https://openalex.org/W2899980214","https://openalex.org/W2900962594","https://openalex.org/W2901052879","https://openalex.org/W2912223171","https://openalex.org/W2939345987","https://openalex.org/W2940657979","https://openalex.org/W2944162469","https://openalex.org/W2948877086","https://openalex.org/W2963418044","https://openalex.org/W2964028457","https://openalex.org/W2964858083","https://openalex.org/W2965388179","https://openalex.org/W2965905350","https://openalex.org/W2967357196","https://openalex.org/W2972192683","https://openalex.org/W2979744866","https://openalex.org/W2981008776","https://openalex.org/W2982295766","https://openalex.org/W2983382509","https://openalex.org/W2985976496","https://openalex.org/W2988589399","https://openalex.org/W2990679802","https://openalex.org/W3000065748","https://openalex.org/W3012610775","https://openalex.org/W3022199973","https://openalex.org/W3034832023","https://openalex.org/W3036645862","https://openalex.org/W3109366022","https://openalex.org/W4399282600","https://openalex.org/W6600195515","https://openalex.org/W6600945148"],"related_works":["https://openalex.org/W2144510235","https://openalex.org/W2395691387","https://openalex.org/W2792383399","https://openalex.org/W3024289321","https://openalex.org/W2766255174","https://openalex.org/W4200400515","https://openalex.org/W2938724434","https://openalex.org/W4200615155","https://openalex.org/W4320717566","https://openalex.org/W1499464851"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}