{"id":"https://openalex.org/W4412699571","doi":"https://doi.org/10.1016/j.caeai.2025.100448","title":"AI-based teaching evaluations: How well do they reflect student perceptions?","display_name":"AI-based teaching evaluations: How well do they reflect student perceptions?","publication_year":2025,"publication_date":"2025-07-17","ids":{"openalex":"https://openalex.org/W4412699571","doi":"https://doi.org/10.1016/j.caeai.2025.100448"},"language":"en","primary_location":{"id":"doi:10.1016/j.caeai.2025.100448","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100448","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.caeai.2025.100448","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054767914","display_name":"Yossi Ben Zion","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yossi Ben Zion","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9337-9392","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119094660","display_name":"Shir Yakov","orcid":null},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shir Yakov","raw_affiliation_strings":["Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119094661","display_name":"Einat Abramovitch","orcid":null},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Einat Abramovitch","raw_affiliation_strings":["Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119094662","display_name":"Gal Balter","orcid":null},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Gal Balter","raw_affiliation_strings":["Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Bar Ilan University, Ramat Gan 52900, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039353363","display_name":"Nitza Davidovitch","orcid":"https://orcid.org/0000-0001-7273-903X"},"institutions":[{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nitza Davidovitch","raw_affiliation_strings":["Department of Education, Ariel University, Ariel 40700, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Education, Ariel University, Ariel 40700, Israel","institution_ids":["https://openalex.org/I52170813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054767914"],"corresponding_institution_ids":[],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":5.0478,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94021476,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":null,"first_page":"100448","last_page":"100448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11039","display_name":"Evaluation of Teaching Practices","score":0.980400025844574,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.980400025844574,"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/T11122","display_name":"Online Learning and Analytics","score":0.9706000089645386,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5361542105674744},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4968850910663605},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4903585910797119}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5361542105674744},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4968850910663605},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4903585910797119},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.caeai.2025.100448","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100448","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:195fe9a8d4174c498ae3d93404cf88cc","is_oa":true,"landing_page_url":"https://doaj.org/article/195fe9a8d4174c498ae3d93404cf88cc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers and Education: Artificial Intelligence, Vol 9, Iss , Pp 100448- (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.caeai.2025.100448","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2025.100448","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Education: Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1906276607","https://openalex.org/W1982678925","https://openalex.org/W2015092539","https://openalex.org/W2026875983","https://openalex.org/W2061820197","https://openalex.org/W2101493530","https://openalex.org/W2110557076","https://openalex.org/W2120591059","https://openalex.org/W2147907578","https://openalex.org/W2148480122","https://openalex.org/W2153022270","https://openalex.org/W2156725384","https://openalex.org/W2157595437","https://openalex.org/W2161307025","https://openalex.org/W2162643075","https://openalex.org/W2306084931","https://openalex.org/W2522686050","https://openalex.org/W2606410986","https://openalex.org/W2782265925","https://openalex.org/W2789792353","https://openalex.org/W2806072296","https://openalex.org/W2914769558","https://openalex.org/W2916578856","https://openalex.org/W2963407590","https://openalex.org/W2975766861","https://openalex.org/W2999716999","https://openalex.org/W3081523175","https://openalex.org/W3099880746","https://openalex.org/W3114740967","https://openalex.org/W3126996346","https://openalex.org/W3128298233","https://openalex.org/W3135890226","https://openalex.org/W4238323047","https://openalex.org/W4249524053","https://openalex.org/W4391136507","https://openalex.org/W4406071409","https://openalex.org/W6676602754","https://openalex.org/W6779271971","https://openalex.org/W6782544203","https://openalex.org/W6784918937","https://openalex.org/W6787749396","https://openalex.org/W6790843073","https://openalex.org/W6814512458","https://openalex.org/W6820165449","https://openalex.org/W6849710474","https://openalex.org/W6875861669"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":{"This":[0],"study":[1,97,169],"presents":[2],"an":[3,55],"innovative":[4],"solution":[5],"for":[6,45,135,189,202],"evaluating":[7],"university-level":[8],"teaching":[9,67,94,166,213,227],"quality":[10,68,228],"using":[11],"artificial":[12],"intelligence":[13],"(AI),":[14],"focusing":[15],"on":[16,70,177],"key":[17],"aspects":[18],"such":[19,174],"as":[20,153,175],"clarity":[21,136],"of":[22,93,108,124,137,144,183],"explanation":[23],"and":[24,37,81,90,111,127,147,180,221],"lecture":[25,71,109,125],"structure.":[26],"Traditional":[27],"student":[28,85,119,159],"surveys,":[29],"while":[30],"valuable,":[31],"are":[32],"often":[33],"subject":[34],"to":[35,65,87,103,157,211],"biases":[36],"lack":[38],"the":[39,131,142,172,181,187,197,209,225],"necessary":[40],"granularity,":[41],"creating":[42],"a":[43,154],"need":[44,188],"objective,":[46,162,219],"scalable":[47,163],"solutions":[48],"that":[49,113,149],"provide":[50],"consistent":[51],"results.":[52],"We":[53],"propose":[54],"automated":[56],"framework":[57],"utilizing":[58],"advanced":[59],"natural":[60],"language":[61],"processing":[62],"(NLP)":[63],"models":[64,192],"assess":[66],"based":[69],"transcripts.":[72],"The":[73,96,168],"methodology":[74],"combines":[75],"AI-driven":[76],"transcription,":[77],"machine":[78],"learning-based":[79],"assessments,":[80],"correlation":[82],"with":[83,118,208],"institutional":[84],"evaluations":[86,146],"deliver":[88],"reliable":[89],"reproducible":[91],"measures":[92],"effectiveness.":[95],"analyzes":[98],"32":[99],"courses":[100],"from":[101],"2017":[102],"2023,":[104],"covering":[105],"1,222":[106],"hours":[107],"video,":[110],"finds":[112],"AI":[114,145,191,204],"assessments":[115],"align":[116],"significantly":[117],"evaluations,":[120],"particularly":[121],"in":[122,193,231],"terms":[123],"structure":[126],"logical":[128],"flow,":[129],"though":[130],"alignment":[132],"is":[133,229],"weaker":[134],"explanation.":[138],"These":[139],"findings":[140],"underscore":[141],"reliability":[143],"suggest":[148],"they":[150],"can":[151],"serve":[152],"complementary":[155],"tool":[156],"traditional":[158],"feedback,":[160],"offering":[161],"insights":[164],"into":[165,205],"quality.":[167],"also":[170],"highlights":[171],"limitations,":[173],"reliance":[176],"transcribed":[178],"text":[179],"exclusion":[182],"non-verbal":[184],"elements,":[185],"indicating":[186],"multimodal":[190],"future":[194],"research.":[195],"Finally,":[196],"paper":[198],"suggests":[199],"groundbreaking":[200],"ideas":[201],"integrating":[203],"educational":[206],"systems,":[207],"potential":[210],"enhance":[212],"evaluation":[214],"processes,":[215],"making":[216],"them":[217],"more":[218],"accessible,":[220],"cost-effective,":[222],"ultimately":[223],"transforming":[224],"way":[226],"assessed":[230],"academic":[232],"institutions.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-10T00:00:00"}