{"id":"https://openalex.org/W4388541064","doi":"https://doi.org/10.1007/s40593-023-00375-w","title":"Towards Explainable Prediction Feedback Messages Using BERT","display_name":"Towards Explainable Prediction Feedback Messages Using BERT","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388541064","doi":"https://doi.org/10.1007/s40593-023-00375-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-023-00375-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-023-00375-w","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-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/A5077692755","display_name":"Anderson Pinheiro Cavalcanti","orcid":"https://orcid.org/0000-0002-5228-1583"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Anderson Pinheiro Cavalcanti","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil","SiDi, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5228-1583","affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"SiDi, Recife, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025630415","display_name":"Rafael Ferreira Mello","orcid":"https://orcid.org/0000-0003-3548-9670"},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]},{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira Mello","raw_affiliation_strings":["Cesar School, Recife, Brazil","Departmento de Computa\u00e7\u00e4o, Universidade Federal Rural de Pernambuco, Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cesar School, Recife, Brazil","institution_ids":["https://openalex.org/I4210123235"]},{"raw_affiliation_string":"Departmento de Computa\u00e7\u00e4o, Universidade Federal Rural de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Dragan Ga\u0161evi\u0107","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdul-Aziz University, Jeddah, Saudi Arabia","Faculty of Information Technology, Monash University, Melbourne, Australia","School of Informatics, University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdul-Aziz University, Jeddah, Saudi Arabia","institution_ids":[]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"School of Informatics, University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103176344","display_name":"Fred Freitas","orcid":"https://orcid.org/0000-0003-0425-6786"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fred Freitas","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077692755"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.8924,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8963409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"34","issue":"3","first_page":"1046","last_page":"1071"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9902999997138977,"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":0.9902999997138977,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.9164000153541565,"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/computer-science","display_name":"Computer science","score":0.7696075439453125},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5468659996986389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5264697074890137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47973695397377014},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47544121742248535},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4570988416671753},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3656221330165863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696075439453125},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5468659996986389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5264697074890137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47973695397377014},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47544121742248535},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4570988416671753},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3656221330165863},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-023-00375-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-023-00375-w","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1183771717","https://openalex.org/W1536274117","https://openalex.org/W1568955415","https://openalex.org/W1591261915","https://openalex.org/W1970388427","https://openalex.org/W1992033438","https://openalex.org/W1993382381","https://openalex.org/W1997543660","https://openalex.org/W2076063813","https://openalex.org/W2081684561","https://openalex.org/W2093745550","https://openalex.org/W2117539524","https://openalex.org/W2126091572","https://openalex.org/W2138190321","https://openalex.org/W2140910804","https://openalex.org/W2142995122","https://openalex.org/W2143612262","https://openalex.org/W2148143831","https://openalex.org/W2154041216","https://openalex.org/W2162055787","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2265846598","https://openalex.org/W2282821441","https://openalex.org/W2395579298","https://openalex.org/W2560140854","https://openalex.org/W2616479610","https://openalex.org/W2744790984","https://openalex.org/W2884001105","https://openalex.org/W2892542130","https://openalex.org/W2911994647","https://openalex.org/W2915191839","https://openalex.org/W2916678774","https://openalex.org/W2919115771","https://openalex.org/W2963095307","https://openalex.org/W2971296908","https://openalex.org/W2971937231","https://openalex.org/W2972441196","https://openalex.org/W2981731882","https://openalex.org/W2982424689","https://openalex.org/W3002947507","https://openalex.org/W3011681407","https://openalex.org/W3012507253","https://openalex.org/W3096266342","https://openalex.org/W3128465392","https://openalex.org/W3159506165","https://openalex.org/W3184396411","https://openalex.org/W3202360337","https://openalex.org/W3208985699","https://openalex.org/W4200466303","https://openalex.org/W4206841312","https://openalex.org/W4220717796","https://openalex.org/W4225279564","https://openalex.org/W4226065182","https://openalex.org/W4235011515","https://openalex.org/W4236765470","https://openalex.org/W4238768825","https://openalex.org/W4239969683","https://openalex.org/W4256465275","https://openalex.org/W4280651558","https://openalex.org/W4317734110","https://openalex.org/W4382567934","https://openalex.org/W6606621628","https://openalex.org/W6634134659","https://openalex.org/W6683841709","https://openalex.org/W6766599717"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W3154635860","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W2548721895","https://openalex.org/W2373456246","https://openalex.org/W304855073"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-05T07:30:30.508283","created_date":"2025-10-10T00:00:00"}