{"id":"https://openalex.org/W2808425898","doi":"https://doi.org/10.17762/turcomat.v12i10.5117","title":"Student Performance Measure by Using Different Classification Methods of Data Mining","display_name":"Student Performance Measure by Using Different Classification Methods of Data Mining","publication_year":2016,"publication_date":"2016-08-10","ids":{"openalex":"https://openalex.org/W2808425898","doi":"https://doi.org/10.17762/turcomat.v12i10.5117","mag":"2808425898"},"language":"en","primary_location":{"id":"mag:2808425898","doi":"https://doi.org/10.17762/turcomat.v12i10.5117","is_oa":true,"landing_page_url":"http://tudr.thapar.edu:8080/jspui/bitstream/10266/4058/4/4058.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null},"parent_works":[],"lineage":["https://openalex.org/W2808425898"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://tudr.thapar.edu:8080/jspui/bitstream/10266/4058/4/4058.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Neha Choudhary","orcid":"https://orcid.org/0000-0003-1579-6438","observed_orcids":["https://orcid.org/0000-0003-1579-6438"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neha Choudhary","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1579-6438","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5042465579","display_name":"Ashutosh Mishra","orcid":"https://orcid.org/0000-0002-9622-3879","observed_orcids":["https://orcid.org/0000-0002-9622-3879"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashutosh Mishra","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9622-3879","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"12","issue":"10","first_page":"4063","last_page":"4069"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0003000000142492354,"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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.8109999895095825},{"id":"https://openalex.org/keywords/outcome-based-learning","display_name":"outcome-based learning","score":0.7409999966621399},{"id":"https://openalex.org/keywords/student-assessment","display_name":"student assessment","score":0.7129999995231628},{"id":"https://openalex.org/keywords/classification-methods","display_name":"classification methods","score":0.7609999775886536},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9449999928474426},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.578000009059906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508299350738525},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7338137626647949},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6183798909187317},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5937680006027222},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5544264316558838},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.538895308971405},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4925120770931244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44801586866378784},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2808425898","doi":"https://doi.org/10.17762/turcomat.v12i10.5117","is_oa":true,"landing_page_url":"http://tudr.thapar.edu:8080/jspui/bitstream/10266/4058/4/4058.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null}],"best_oa_location":{"id":"mag:2808425898","doi":"https://doi.org/10.17762/turcomat.v12i10.5117","is_oa":true,"landing_page_url":"http://tudr.thapar.edu:8080/jspui/bitstream/10266/4058/4/4058.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W63263940","https://openalex.org/W109702185","https://openalex.org/W160417348","https://openalex.org/W1190947359","https://openalex.org/W1540401070","https://openalex.org/W1548739117","https://openalex.org/W1569028978","https://openalex.org/W1585610988","https://openalex.org/W1594781181","https://openalex.org/W1983856110","https://openalex.org/W1984071766","https://openalex.org/W1989373239","https://openalex.org/W1993759163","https://openalex.org/W2005099394","https://openalex.org/W2013577670","https://openalex.org/W2013780712","https://openalex.org/W2037858728","https://openalex.org/W2042010365","https://openalex.org/W2051163300","https://openalex.org/W2071573779","https://openalex.org/W2079777076","https://openalex.org/W2080803766","https://openalex.org/W2126882855","https://openalex.org/W2145912399","https://openalex.org/W2195434889","https://openalex.org/W2241275863","https://openalex.org/W2255539840","https://openalex.org/W2399542702","https://openalex.org/W3137707777","https://openalex.org/W4231451799"],"related_works":["https://openalex.org/W3094100291","https://openalex.org/W4387645575","https://openalex.org/W2971136409","https://openalex.org/W3012948331","https://openalex.org/W2583312821","https://openalex.org/W3121883116","https://openalex.org/W3084207057","https://openalex.org/W2755434853","https://openalex.org/W2123345718","https://openalex.org/W3201556645"],"abstract_inverted_index":{"The":[0,26],"assessment":[1],"in":[2,23,49],"outcome":[3],"based":[4],"learning":[5],"is":[6,29,118],"very":[7],"vital":[8],"and":[9,65,83,112],"significant":[10],"approach":[11],"toward":[12],"measuring":[13],"the":[14,32,44,58,75,81,94,101,104,113,121],"student\u2019s":[15],"performance.":[16,98],"There":[17],"are":[18,37,90],"many":[19],"traditional":[20],"methods":[21,35,86],"existing":[22],"this":[24,69],"context.":[25],"data":[27,88],"mining":[28,89],"one":[30],"of":[31,46,78,80,87,96,103,116],"intelligent":[33],"computing":[34],"which":[36],"having":[38],"widely":[39],"accepted":[40],"features":[41],"that":[42,110],"enable":[43],"idea":[45],"its":[47],"usage":[48],"assessment.":[50],"Much":[51],"work":[52],"has":[53,107],"been":[54,108],"done":[55],"to":[56,92],"measure":[57,93],"student":[59,97],"performance":[60],"by":[61],"using":[62],"different":[63,84],"methodologies":[64],"modern":[66],"technologies.":[67],"In":[68],"work,":[70],"we":[71],"have":[72],"gone":[73],"through":[74],"current":[76],"datasets":[77],"students":[79],"university":[82],"classification":[85,123],"used":[91],"accuracy":[95,111],"Based":[99],"on":[100],"analysis":[102],"result,":[105],"it":[106],"concluded":[109],"other":[114,122],"measures":[115],"SVM":[117],"more":[119],"than":[120],"methods.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-06-21T00:00:00"}
