{"id":"https://openalex.org/W4403182835","doi":"https://doi.org/10.1109/access.2024.3474848","title":"Bridging Technology and Psychology: AI-Driven Analysis of Student\u2019s Class Lecture Activity for Improved Learning Outcomes","display_name":"Bridging Technology and Psychology: AI-Driven Analysis of Student\u2019s Class Lecture Activity for Improved Learning Outcomes","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403182835","doi":"https://doi.org/10.1109/access.2024.3474848"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3474848","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3474848","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3474848","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058039230","display_name":"M. Raihan","orcid":"https://orcid.org/0000-0003-1072-3555"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"M. Raihan","raw_affiliation_strings":["Computer Science and Engineering Discipline, Khulna University, Khulna, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-1072-3555","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Discipline, Khulna University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015185483","display_name":"Anjan Debnath","orcid":"https://orcid.org/0009-0006-7958-3027"},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Anjan Debnath","raw_affiliation_strings":["Department of Computer Science and Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0006-7958-3027","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Khulna University of Engineering and Technology, Khulna, Bangladesh","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107806614","display_name":"Prokash Adhikary","orcid":null},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]},{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Prokash Chondra Adhikary","raw_affiliation_strings":["Department of Psychology, Government Sundarban Adarsha College at Khulna, Khulna, Bangladesh","Department of Psychology, Govt. Sundarban Adarsha College, Khulna, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Government Sundarban Adarsha College at Khulna, Khulna, Bangladesh","institution_ids":["https://openalex.org/I1307585291","https://openalex.org/I124386471"]},{"raw_affiliation_string":"Department of Psychology, Govt. Sundarban Adarsha College, Khulna, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045359397","display_name":"Mehedi Masud","orcid":"https://orcid.org/0000-0001-6019-7245"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mehedi Masud","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6019-7245","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464152","display_name":"Hossam Meshref","orcid":"https://orcid.org/0000-0001-9531-4958"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hossam Meshref","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093527492","display_name":"Anupam Kumar Bairagi","orcid":"https://orcid.org/0009-0000-9132-8893"},"institutions":[{"id":"https://openalex.org/I124386471","display_name":"Khulna University","ror":"https://ror.org/05pny7s12","country_code":"BD","type":"education","lineage":["https://openalex.org/I124386471"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Anupam Kumar Bairagi","raw_affiliation_strings":["Computer Science and Engineering Discipline, Khulna University, Khulna, Bangladesh","Department of Psychology, Govt. Sundarban Adarsha College, Khulna, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0000-9132-8893","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Discipline, Khulna University, Khulna, Bangladesh","institution_ids":["https://openalex.org/I124386471"]},{"raw_affiliation_string":"Department of Psychology, Govt. Sundarban Adarsha College, Khulna, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058039230"],"corresponding_institution_ids":["https://openalex.org/I124386471"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.4756,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94037561,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"147320","last_page":"147349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9775000214576721,"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":0.9775000214576721,"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/bridging","display_name":"Bridging (networking)","score":0.7292588949203491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6322767734527588},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5257887840270996},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4382498264312744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30921173095703125},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29221922159194946}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.7292588949203491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6322767734527588},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5257887840270996},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4382498264312744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30921173095703125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29221922159194946},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3474848","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3474848","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:43ca0381830145ceb0635b127c702616","is_oa":true,"landing_page_url":"https://doaj.org/article/43ca0381830145ceb0635b127c702616","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":"IEEE Access, Vol 12, Pp 147320-147349 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3474848","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3474848","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"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":50,"referenced_works":["https://openalex.org/W2051976514","https://openalex.org/W2131823335","https://openalex.org/W2809728483","https://openalex.org/W2885195348","https://openalex.org/W2916048747","https://openalex.org/W2971724044","https://openalex.org/W2980653050","https://openalex.org/W2987201163","https://openalex.org/W3011375751","https://openalex.org/W3013330736","https://openalex.org/W3024984114","https://openalex.org/W3048759177","https://openalex.org/W3080735827","https://openalex.org/W3082956789","https://openalex.org/W3119470331","https://openalex.org/W3119781965","https://openalex.org/W3140854437","https://openalex.org/W3162814005","https://openalex.org/W3175110185","https://openalex.org/W3179435931","https://openalex.org/W3191120830","https://openalex.org/W3195625625","https://openalex.org/W3216065183","https://openalex.org/W4200295950","https://openalex.org/W4206420106","https://openalex.org/W4210518016","https://openalex.org/W4230217623","https://openalex.org/W4284682845","https://openalex.org/W4295210922","https://openalex.org/W4310208552","https://openalex.org/W4323240987","https://openalex.org/W4323846342","https://openalex.org/W4360980720","https://openalex.org/W4362680522","https://openalex.org/W4365148437","https://openalex.org/W4378216073","https://openalex.org/W4382632170","https://openalex.org/W4383647807","https://openalex.org/W4383911778","https://openalex.org/W4385318219","https://openalex.org/W4385627173","https://openalex.org/W4385732922","https://openalex.org/W4386387564","https://openalex.org/W4386497355","https://openalex.org/W4386886080","https://openalex.org/W4389137473","https://openalex.org/W4398249803","https://openalex.org/W4401878952","https://openalex.org/W6850523076","https://openalex.org/W6859554316"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214","https://openalex.org/W2901074640"],"abstract_inverted_index":{"Students\u2019":[0],"emotional":[1],"state":[2],"and":[3,11,25,38,62,89,106,116,168,186,198,205],"attention":[4],"significantly":[5],"impact":[6],"how":[7,63,135,158],"they":[8,64],"handle":[9],"stress":[10],"interact":[12],"with":[13],"their":[14,22,30,169],"studies.":[15],"These":[16],"factors":[17],"are":[18],"crucial":[19],"in":[20,60,142],"defining":[21],"learning":[23,112],"objectives":[24],"general":[26],"personal":[27],"growth,":[28],"influencing":[29],"academic":[31],"achievement.":[32],"Because":[33],"Bangladesh":[34],"has":[35],"distinct":[36],"educational":[37],"mental":[39],"health":[40],"difficulties,":[41],"it":[42,69,137],"is":[43,52,123],"important":[44],"to":[45,81,93,114],"comprehend":[46],"these":[47,83],"dynamics.":[48],"Time":[49],"series":[50,144],"analysis":[51],"a":[53,90,107,174],"useful":[54],"technique":[55],"for":[56,194],"tracking":[57],"lecture":[58,96],"activities":[59],"class":[61,95],"affect":[65],"student":[66,118,196],"participation":[67],"since":[68],"provides":[70],"insightful":[71],"information":[72],"about":[73],"behavior":[74],"patterns":[75,141],"across":[76],"time.":[77],"This":[78,98],"investigation":[79],"aims":[80],"address":[82],"problems":[84],"by":[85,178],"using":[86],"MotionWatch":[87],"8":[88],"comprehensive":[91],"questionnaire":[92],"analyze":[94],"activities.":[97],"study":[99,154],"employs":[100],"ensemble":[101],"methodologies,":[102],"deep":[103],"Learning":[104],"algorithms,":[105,152],"diverse":[108],"range":[109],"of":[110,125,150],"machine":[111],"models":[113],"assess":[115,147],"predict":[117],"behavior.":[119],"A":[120],"hybrid":[121],"model":[122],"one":[124],"the":[126,130,148,151,153,163],"techniques":[127],"that":[128],"produced":[129],"most":[131],"stunning":[132],"results,":[133],"proving":[134],"well":[136],"could":[138],"capture":[139],"complex":[140],"time":[143],"data.":[145],"To":[146],"robustness":[149],"also":[155],"looked":[156],"at":[157],"different":[159],"datasets":[160],"performed.":[161],"Ultimately,":[162],"models\u2019":[164],"interpretability":[165],"was":[166],"improved,":[167],"decision-making":[170],"processes":[171],"were":[172],"given":[173],"more":[175],"profound":[176],"understanding":[177],"utilizing":[179],"explainable":[180,206],"AI":[181],"methods,":[182],"including":[183],"SHAP,":[184],"LIME,":[185],"permutation":[187],"importance.":[188],"The":[189],"effort":[190],"establishes":[191],"new":[192],"standards":[193],"improving":[195],"engagement":[197],"well-being":[199],"through":[200],"data-driven":[201],"insights,":[202],"sophisticated":[203],"models,":[204],"AI.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}