{"id":"https://openalex.org/W4211059218","doi":"https://doi.org/10.1145/3498765.3498771","title":"Automatic Classroom Question Classification Based on Bloom's Taxonomy","display_name":"Automatic Classroom Question Classification Based on Bloom's Taxonomy","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W4211059218","doi":"https://doi.org/10.1145/3498765.3498771"},"language":"en","primary_location":{"id":"doi:10.1145/3498765.3498771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3498765.3498771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Education Technology and Computers","raw_type":"proceedings-article"},"type":"article","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/A5108581366","display_name":"Jia-Min Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiamin Huang","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423040","display_name":"Zhao Zhang","orcid":"https://orcid.org/0000-0002-8577-8043"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Zhang","raw_affiliation_strings":["Guangdong Unicom Communications Construction Co,Ltd, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Unicom Communications Construction Co,Ltd, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750902","display_name":"Jian Qiu","orcid":"https://orcid.org/0000-0002-7506-9323"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Qiu","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659976","display_name":"Li Peng","orcid":"https://orcid.org/0000-0002-5927-6947"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Peng","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101948857","display_name":"Dongmei Liu","orcid":"https://orcid.org/0000-0001-8458-3239"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Liu","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708901","display_name":"Peng Han","orcid":"https://orcid.org/0000-0002-6341-2315"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Han","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065122816","display_name":"Kaiqing Luo","orcid":"https://orcid.org/0000-0002-6278-0917"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiqing Luo","raw_affiliation_strings":["School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Telecommunication Engineering, South China Normal University, China and SCNU Qingyuan Institute of Science and Technology Innovation Co.Ltd., China","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108581366"],"corresponding_institution_ids":["https://openalex.org/I187400657"],"apc_list":null,"apc_paid":null,"fwci":1.8208,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8826649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9950000047683716,"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"}},"topics":[{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9950000047683716,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9921000003814697,"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/taxonomy","display_name":"Taxonomy (biology)","score":0.7835425138473511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6685126423835754},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6378154158592224},{"id":"https://openalex.org/keywords/blooms-taxonomy","display_name":"Bloom's taxonomy","score":0.5474104285240173},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5287589430809021},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.45158371329307556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4150720238685608},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18297076225280762},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1805877983570099},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07432791590690613}],"concepts":[{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.7835425138473511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6685126423835754},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6378154158592224},{"id":"https://openalex.org/C59157022","wikidata":"https://www.wikidata.org/wiki/Q1774565","display_name":"Bloom's taxonomy","level":3,"score":0.5474104285240173},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5287589430809021},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.45158371329307556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4150720238685608},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18297076225280762},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1805877983570099},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07432791590690613},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3498765.3498771","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3498765.3498771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Education Technology and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G176778525","display_name":null,"funder_award_id":"61975058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3774563741","display_name":null,"funder_award_id":"2019A1515011401","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W88644838","https://openalex.org/W1965667542","https://openalex.org/W2063370556","https://openalex.org/W2151595407","https://openalex.org/W2153835941","https://openalex.org/W2206366838","https://openalex.org/W2295598076","https://openalex.org/W2574435447","https://openalex.org/W2589427549","https://openalex.org/W2622246627","https://openalex.org/W2623218272","https://openalex.org/W2742175631","https://openalex.org/W2780941379","https://openalex.org/W2895675920","https://openalex.org/W2901146883","https://openalex.org/W2954052280","https://openalex.org/W3008638201","https://openalex.org/W3011091101","https://openalex.org/W4229913103","https://openalex.org/W4246704664","https://openalex.org/W4249450347"],"related_works":["https://openalex.org/W2369789853","https://openalex.org/W1967522508","https://openalex.org/W3094469343","https://openalex.org/W2146599341","https://openalex.org/W4387332867","https://openalex.org/W2752011777","https://openalex.org/W110414957","https://openalex.org/W2736510572","https://openalex.org/W2060126433","https://openalex.org/W3136710691"],"abstract_inverted_index":{"Asking":[0],"questions":[1,36,46,54,80],"is":[2,57],"usually":[3],"used":[4,21],"by":[5,81],"teachers":[6,67],"to":[7,10,13,27,68,76],"guide":[8],"students":[9],"think":[11],"and":[12,32,41,63,85,104],"interact":[14],"with":[15],"students.":[16],"Bloom's":[17],"Taxonomy":[18],"has":[19],"been":[20],"widely":[22],"in":[23,101],"the":[24,61],"educational":[25],"field":[26],"assess":[28],"students\u2019":[29,48],"intellectual":[30],"abilities":[31],"skills.":[33],"However,":[34],"most":[35],"lack":[37],"a":[38],"scientific":[39],"basis":[40],"design;":[42],"too":[43],"many":[44],"low-level":[45],"constrain":[47],"thought.":[49],"Some":[50],"works":[51],"classify":[52,78],"these":[53],"manually,":[55],"which":[56],"inefficient.":[58],"To":[59],"improve":[60],"efficiency":[62],"provide":[64],"implications":[65],"for":[66],"design":[69],"curriculums,":[70],"this":[71],"study":[72],"utilized":[73],"machine":[74],"learning":[75],"automatically":[77],"teachers\u2019":[79],"building":[82],"up":[83],"keywords":[84,98],"extracting":[86],"TF-IDF":[87],"(Term":[88],"frequency":[89],"inverse":[90],"document":[91],"frequency)":[92],"features.":[93],"The":[94],"result":[95],"showed":[96],"that":[97],"are":[99],"significant":[100],"classifying":[102],"questions,":[103],"we":[105],"obtained":[106],"an":[107],"accuracy":[108],"of":[109],"86.0%.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
