{"id":"https://openalex.org/W4402747769","doi":"https://doi.org/10.3390/computers13090242","title":"Parallel Attention-Driven Model for Student Performance Evaluation","display_name":"Parallel Attention-Driven Model for Student Performance Evaluation","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4402747769","doi":"https://doi.org/10.3390/computers13090242"},"language":"en","primary_location":{"id":"doi:10.3390/computers13090242","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computers13090242","pdf_url":"https://www.mdpi.com/2073-431X/13/9/242/pdf?version=1727319584","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-431X/13/9/242/pdf?version=1727319584","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030558567","display_name":"Deborah Olaniyan","orcid":"https://orcid.org/0000-0002-7940-060X"},"institutions":[{"id":"https://openalex.org/I200433483","display_name":"Bowen University","ror":"https://ror.org/02avtbn34","country_code":"NG","type":"education","lineage":["https://openalex.org/I200433483"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Deborah Olaniyan","raw_affiliation_strings":["Department of Computer Science, Bowen University, Iwo 232101, Osun, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bowen University, Iwo 232101, Osun, Nigeria","institution_ids":["https://openalex.org/I200433483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009920995","display_name":"Julius Olaniyan","orcid":"https://orcid.org/0000-0003-4340-4606"},"institutions":[{"id":"https://openalex.org/I200433483","display_name":"Bowen University","ror":"https://ror.org/02avtbn34","country_code":"NG","type":"education","lineage":["https://openalex.org/I200433483"]}],"countries":["NG"],"is_corresponding":true,"raw_author_name":"Julius Olaniyan","raw_affiliation_strings":["Department of Computer Science, Bowen University, Iwo 232101, Osun, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bowen University, Iwo 232101, Osun, Nigeria","institution_ids":["https://openalex.org/I200433483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048398805","display_name":"Ibidun Christiana Obagbuwa","orcid":"https://orcid.org/0000-0002-7965-2823"},"institutions":[{"id":"https://openalex.org/I3131135081","display_name":"Sol Plaatje University","ror":"https://ror.org/01kn7bc28","country_code":"ZA","type":"education","lineage":["https://openalex.org/I3131135081"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Ibidun Christiana Obagbuwa","raw_affiliation_strings":["Department of Computer Science, Sol-Plaatje University, Kimberley 8301, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sol-Plaatje University, Kimberley 8301, South Africa","institution_ids":["https://openalex.org/I3131135081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058308941","display_name":"Bukohwo Michael Esiefarienrhe","orcid":"https://orcid.org/0000-0002-1631-9759"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Bukohwo Michael Esiefarienrhe","raw_affiliation_strings":["Department of Computer Science, North-West University, Mafikeng X2046, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North-West University, Mafikeng X2046, South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102579107","display_name":"Olorunfemi Paul Bernard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154431","display_name":"Auchi Polytechnic","ror":"https://ror.org/058qd2v11","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210154431"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Olorunfemi Paul Bernard","raw_affiliation_strings":["Department of Computer Science, Auchi Polytechnic, Auchi 312101, Edo, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Auchi Polytechnic, Auchi 312101, Edo, Nigeria","institution_ids":["https://openalex.org/I4210154431"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009920995"],"corresponding_institution_ids":["https://openalex.org/I200433483"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.8133,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81182191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"13","issue":"9","first_page":"242","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9984999895095825,"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":0.9984999895095825,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9962999820709229,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9128000140190125,"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/computer-science","display_name":"Computer science","score":0.4534464478492737},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37788182497024536},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3204340934753418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4534464478492737},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37788182497024536},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3204340934753418}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/computers13090242","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computers13090242","pdf_url":"https://www.mdpi.com/2073-431X/13/9/242/pdf?version=1727319584","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7ddaab501de4413daa5cb0325a2239a6","is_oa":true,"landing_page_url":"https://doaj.org/article/7ddaab501de4413daa5cb0325a2239a6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers, Vol 13, Iss 9, p 242 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-431X/13/9/242/","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computers13090242","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computers","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/computers13090242","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computers13090242","pdf_url":"https://www.mdpi.com/2073-431X/13/9/242/pdf?version=1727319584","source":{"id":"https://openalex.org/S4210228075","display_name":"Computers","issn_l":"2073-431X","issn":["2073-431X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402747769.pdf","grobid_xml":"https://content.openalex.org/works/W4402747769.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2768495548","https://openalex.org/W2900592112","https://openalex.org/W2996541402","https://openalex.org/W3163149666","https://openalex.org/W3168130283","https://openalex.org/W3180884099","https://openalex.org/W3183480400","https://openalex.org/W3193390798","https://openalex.org/W3193887958","https://openalex.org/W4214904285","https://openalex.org/W4313597621","https://openalex.org/W4327597860","https://openalex.org/W4362464856","https://openalex.org/W4376644740","https://openalex.org/W4381615060","https://openalex.org/W4383618874","https://openalex.org/W4385242353","https://openalex.org/W4386326469","https://openalex.org/W4388673069","https://openalex.org/W4389060630","https://openalex.org/W4390916207","https://openalex.org/W4391560002","https://openalex.org/W4391811490","https://openalex.org/W4391820697","https://openalex.org/W4392356648","https://openalex.org/W4392454408","https://openalex.org/W4393164663","https://openalex.org/W4394959798","https://openalex.org/W4396240511","https://openalex.org/W4396522170","https://openalex.org/W4396620573","https://openalex.org/W4400889670","https://openalex.org/W4401059498","https://openalex.org/W4401070068","https://openalex.org/W6745921242","https://openalex.org/W6798688896","https://openalex.org/W6854100493"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0,154],"study":[1,155],"presents":[2],"the":[3,29,121,125,150,157,160],"development":[4],"and":[5,38,57,75,91,112,137,175],"evaluation":[6],"of":[7,104,110,118,140,159],"a":[8,54,63,99,173],"Multi-Task":[9,161],"Long":[10],"Short-Term":[11],"Memory":[12],"(LSTM)":[13],"model":[14,44,94,163],"with":[15,98,132,164],"an":[16,133,165],"attention":[17,143,166],"mechanism":[18,144,167],"for":[19,31,120,178],"predicting":[20,48,179],"students\u2019":[21],"academic":[22],"performance.":[23,181],"The":[24,43,78,93,142],"research":[25],"is":[26],"motivated":[27],"by":[28,147],"need":[30],"efficient":[32,176],"tools":[33],"to":[34],"enhance":[35],"student":[36,180],"assessment":[37],"support":[39],"tailored":[40],"educational":[41,169],"interventions.":[42],"tackles":[45],"two":[46],"tasks:":[47],"overall":[49],"performance":[50,59,146],"(total":[51],"score)":[52],"as":[53,62,83],"regression":[55,122],"task":[56],"classifying":[58],"levels":[60],"(remarks)":[61],"classification":[64,126],"task.":[65,123],"By":[66],"handling":[67],"both":[68],"tasks":[69],"simultaneously,":[70],"it":[71,128],"improves":[72],"computational":[73],"efficiency":[74],"resource":[76],"utilization.":[77],"dataset":[79],"includes":[80],"metrics":[81],"such":[82],"Continuous":[84],"Assessment,":[85],"Practical":[86],"Skills,":[87],"Presentation":[88],"Quality,":[89],"Attendance,":[90],"Participation.":[92],"achieved":[95,129],"strong":[96],"results,":[97],"Mean":[100,106,114],"Absolute":[101],"Error":[102,108,116],"(MAE)":[103],"0.0249,":[105],"Squared":[107,115],"(MSE)":[109],"0.0012,":[111],"Root":[113],"(RMSE)":[117],"0.0346":[119],"For":[124],"task,":[127],"perfect":[130],"scores":[131],"accuracy,":[134],"precision,":[135],"recall,":[136],"F1":[138],"score":[139],"1.0.":[141],"enhanced":[145],"focusing":[148],"on":[149],"most":[151],"relevant":[152],"features.":[153],"demonstrates":[156],"effectiveness":[158],"LSTM":[162],"in":[168],"data":[170],"analysis,":[171],"offering":[172],"reliable":[174],"tool":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
