{"id":"https://openalex.org/W2921980751","doi":"https://doi.org/10.1109/fie.2018.8659169","title":"Content Analysis of Student Assessment Exams","display_name":"Content Analysis of Student Assessment Exams","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2921980751","doi":"https://doi.org/10.1109/fie.2018.8659169","mag":"2921980751"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2018.8659169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2018.8659169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5062733975","display_name":"Priscila da Silva Neves Lima","orcid":"https://orcid.org/0000-0003-4203-8800"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Priscila da Silva Neves Lima","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ana Paula Laboissiere Ambrosio","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula Laboissiere Ambrosio","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026183475","display_name":"Igor Moreira F\u00e9lix","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Igor Moreira Felix","raw_affiliation_strings":["Instituto de Matem\u00e1tica e Estat\u00edstica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, S\u00e3o Paulo, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Matem\u00e1tica e Estat\u00edstica, Universidade de S\u00e3o Paulo, S\u00e3o Paulo, S\u00e3o Paulo, Brasil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109418752","display_name":"Jacques Duilo Brancher","orcid":null},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jacques Duilo Brancher","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Estadual de Londrina, Londrina, Paran\u00e1, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Estadual de Londrina, Londrina, Paran\u00e1, Brasil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000198300","display_name":"Deller James Ferreira","orcid":"https://orcid.org/0000-0002-4314-494X"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Deller James Ferreira","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Goi\u00e1s, Brasil","institution_ids":["https://openalex.org/I68106152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0863,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77613539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"32","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9926999807357788,"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":0.9926999807357788,"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":0.9878000020980835,"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":0.9546999931335449,"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/computer-science","display_name":"Computer science","score":0.7568707466125488},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6882617473602295},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6728980541229248},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6136248111724854},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5502330660820007},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5484087467193604},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4717227816581726},{"id":"https://openalex.org/keywords/multiple-choice","display_name":"Multiple choice","score":0.45261484384536743},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.44917792081832886},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43043234944343567},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41223156452178955},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3810405135154724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3309045732021332},{"id":"https://openalex.org/keywords/significant-difference","display_name":"Significant difference","score":0.0943576991558075}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568707466125488},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6882617473602295},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6728980541229248},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6136248111724854},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5502330660820007},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5484087467193604},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4717227816581726},{"id":"https://openalex.org/C176730311","wikidata":"https://www.wikidata.org/wiki/Q867668","display_name":"Multiple choice","level":3,"score":0.45261484384536743},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.44917792081832886},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43043234944343567},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41223156452178955},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3810405135154724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3309045732021332},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.0943576991558075},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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:10.1109/fie.2018.8659169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2018.8659169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W123115246","https://openalex.org/W1562811233","https://openalex.org/W1937514245","https://openalex.org/W2016225015","https://openalex.org/W2079860547","https://openalex.org/W2133990480","https://openalex.org/W2142827986","https://openalex.org/W2301839046","https://openalex.org/W2343976689","https://openalex.org/W2529059096","https://openalex.org/W3001833338"],"related_works":["https://openalex.org/W2978999882","https://openalex.org/W3141031773","https://openalex.org/W1595686156","https://openalex.org/W2181392282","https://openalex.org/W2119369480","https://openalex.org/W3005342969","https://openalex.org/W1583422155","https://openalex.org/W3213252596","https://openalex.org/W1649619740","https://openalex.org/W1534006406"],"abstract_inverted_index":{"This":[0,146],"Full":[1],"Paper":[2],"presents":[3],"a":[4,57,88,133],"methodology":[5,232],"for":[6],"classification":[7,77],"and":[8,41,52,81,128,140,184,190,247],"analysis":[9,48],"of":[10,25,49,68,78,91,136,198,202,216],"test":[11,70,110,138],"questions":[12,80,111],"by":[13,37,106,126,143,151],"domain":[14,76,97,127,238],"content.":[15,145],"Today,":[16],"performance":[17,93],"indicators":[18,29],"are":[19,30],"used":[20,150,187],"to":[21,45,56,83,155,172,175,188,212,235],"assess":[22,213],"the":[23,46,65,69,96,101,109,120,123,137,160,167,177,194,199,214,249],"quality":[24,47,215],"education.":[26],"Often,":[27],"these":[28],"obtained":[31],"through":[32],"large":[33],"scale":[34],"tests":[35],"applied":[36,209],"public":[38],"assessment":[39,61],"organizations,":[40],"their":[42,164],"results":[43,85,125,165],"contribute":[44,55],"institutions,":[50],"courses":[51],"students.":[53],"To":[54],"more":[58],"comprehensive":[59],"educational":[60],"analysis,":[62],"which":[63],"considers":[64],"program":[66],"content":[67],"items,":[71],"we":[72],"propose":[73],"an":[74,207],"automatic":[75],"exam":[79,161,208,250],"procedures":[82],"report":[84],"that":[86,131,224,233],"allow":[87],"better":[89,134,244],"comprehension":[90],"student":[92,141,157],"based":[94,162],"on":[95,163],"knowledge":[98,113,144],"represented":[99],"in":[100,159,210],"exam.":[102],"The":[103],"process":[104],"starts":[105],"automatically":[107],"classifying":[108],"into":[112],"domains":[114],"using":[115,230],"dictionaries.":[116],"Using":[117],"this":[118,231],"classification,":[119],"mechanism":[121],"separates":[122],"student's":[124],"generates":[129],"reports":[130],"give":[132],"understanding":[135],"structure":[139],"outcome":[142,158],"data":[147,152,192],"can":[148,227],"be":[149,173,228],"mining":[153],"algorithms":[154],"predict":[156],"during":[166],"course,":[168],"allowing":[169],"preventive":[170],"actions":[171],"taken":[174],"address":[176],"problems.":[178],"A":[179],"prototype":[180],"has":[181],"been":[182],"implemented":[183],"is":[185],"being":[186],"classify":[189],"analyze":[191],"from":[193],"Computer":[195],"Science":[196],"exams":[197],"National":[200],"Examination":[201],"Student":[203],"Performance":[204],"(ENADE)":[205],"-":[206],"Brazil":[211],"all":[217],"higher":[218],"education":[219],"institutions.":[220],"Results":[221],"have":[222],"shown":[223],"relevant":[225],"information":[226],"extracted":[229],"allows":[234],"identify":[236],"test's":[237],"emphasis,":[239],"areas":[240],"where":[241],"students":[242],"do":[243],"or":[245],"worst,":[246],"how":[248],"reflects":[251],"course":[252],"structure.":[253]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
