{"id":"https://openalex.org/W4387846325","doi":"https://doi.org/10.1145/3583780.3615143","title":"Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue","display_name":"Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387846325","doi":"https://doi.org/10.1145/3583780.3615143"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615143","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615143","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615143","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615143","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100434464","display_name":"Jiahao Chen","orcid":"https://orcid.org/0000-0001-6095-1041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiahao Chen","raw_affiliation_strings":["TAL Education Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6095-1041","affiliations":[{"raw_affiliation_string":"TAL Education Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014957271","display_name":"Zitao Liu","orcid":"https://orcid.org/0000-0003-0491-307X"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zitao Liu","raw_affiliation_strings":["Guangdong Institute of Smart Education, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0491-307X","affiliations":[{"raw_affiliation_string":"Guangdong Institute of Smart Education, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080672766","display_name":"Shuyan Huang","orcid":"https://orcid.org/0000-0003-0217-7494"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuyan Huang","raw_affiliation_strings":["TAL Education Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0217-7494","affiliations":[{"raw_affiliation_string":"TAL Education Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091987982","display_name":"Yaying Huang","orcid":"https://orcid.org/0009-0003-4571-5536"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaying Huang","raw_affiliation_strings":["The Primary School attached to Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-4571-5536","affiliations":[{"raw_affiliation_string":"The Primary School attached to Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645854","display_name":"Xiangyu Zhao","orcid":"https://orcid.org/0000-0003-2926-4416"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiangyu Zhao","raw_affiliation_strings":["City University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-2926-4416","affiliations":[{"raw_affiliation_string":"City University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041662145","display_name":"BoYu Gao","orcid":"https://orcid.org/0000-0001-8523-2828"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyu Gao","raw_affiliation_strings":["Guangdong Institute of Smart Education, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8523-2828","affiliations":[{"raw_affiliation_string":"Guangdong Institute of Smart Education, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012798405","display_name":"Weiqi Luo","orcid":"https://orcid.org/0000-0001-5605-7397"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqi Luo","raw_affiliation_strings":["Guangdong Institute of Smart Education, Jinan University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5605-7397","affiliations":[{"raw_affiliation_string":"Guangdong Institute of Smart Education, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14810387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3798","last_page":"3802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9988999962806702,"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/T11122","display_name":"Online Learning and Analytics","score":0.9980999827384949,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.8629227876663208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7722736597061157},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6925768256187439},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6151849031448364},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.5013587474822998},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.41240280866622925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3994620144367218},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.35307347774505615},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11572059988975525}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8629227876663208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7722736597061157},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6925768256187439},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6151849031448364},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.5013587474822998},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.41240280866622925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3994620144367218},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.35307347774505615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11572059988975525},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3615143","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615143","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615143","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583780.3615143","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615143","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615143","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5511827387","display_name":null,"funder_award_id":"2022LSYS003","funder_id":"https://openalex.org/F4320322292","funder_display_name":"Jinan University"}],"funders":[{"id":"https://openalex.org/F4320322292","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62"},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387846325.pdf","grobid_xml":"https://content.openalex.org/works/W4387846325.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1924466084","https://openalex.org/W1967536936","https://openalex.org/W2015040676","https://openalex.org/W2017536352","https://openalex.org/W2142299132","https://openalex.org/W2470673105","https://openalex.org/W2559655401","https://openalex.org/W2780101989","https://openalex.org/W2809584786","https://openalex.org/W2894531285","https://openalex.org/W2952258295","https://openalex.org/W2964207508","https://openalex.org/W3038685353","https://openalex.org/W3126645029","https://openalex.org/W3133727920","https://openalex.org/W4283452773","https://openalex.org/W4321012315"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W2999756192","https://openalex.org/W103652678","https://openalex.org/W4226090359","https://openalex.org/W2059697060","https://openalex.org/W936373746","https://openalex.org/W4382701072","https://openalex.org/W4256502920"],"abstract_inverted_index":{"Accurately":[0],"judging":[1],"students'":[2,23],"ongoing":[3],"performance":[4],"is":[5],"very":[6,60],"crucial":[7],"for":[8],"real-world":[9,70],"educational":[10,71],"scenarios.":[11],"In":[12],"this":[13],"work,":[14],"we":[15],"focus":[16],"on":[17,68],"the":[18,36,54,59,74,77],"task":[19],"of":[20,25,27,81,86],"automatically":[21],"predicting":[22],"levels":[24],"mastery":[26],"math":[28],"questions":[29],"from":[30,58],"teacher-student":[31,62],"classroom":[32],"dialogue":[33,63],"data":[34],"in":[35,84],"online":[37],"learning":[38],"environment.":[39],"We":[40,65],"propose":[41],"a":[42,48,69],"novel":[43],"neural":[44],"network":[45],"armed":[46],"with":[47],"multi-granularity":[49],"attention":[50],"mechanism":[51],"to":[52],"capture":[53],"personalized":[55],"pedagogical":[56],"instructions":[57],"noisy":[61],"transcriptions.":[64],"conduct":[66],"experiments":[67],"dataset":[72],"and":[73,79],"results":[75],"demonstrate":[76],"superiority":[78],"availability":[80],"our":[82],"model":[83],"terms":[85],"various":[87],"evaluation":[88],"metrics.":[89]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2025-10-10T00:00:00"}
