{"id":"https://openalex.org/W2976693283","doi":"https://doi.org/10.1145/3349266.3351387","title":"Modeling Filipino Academic Affect during Online Examination using Machine Learning","display_name":"Modeling Filipino Academic Affect during Online Examination using Machine Learning","publication_year":2019,"publication_date":"2019-09-26","ids":{"openalex":"https://openalex.org/W2976693283","doi":"https://doi.org/10.1145/3349266.3351387","mag":"2976693283"},"language":"en","primary_location":{"id":"doi:10.1145/3349266.3351387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349266.3351387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual SIG Conference on Information Technology Education","raw_type":"proceedings-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/A5005359226","display_name":"Mideth Abisado","orcid":"https://orcid.org/0000-0003-4215-7260"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mideth B. Abisado","raw_affiliation_strings":["Pamantasan ng Cabuyao, Cabuyao City, Philippines"],"affiliations":[{"raw_affiliation_string":"Pamantasan ng Cabuyao, Cabuyao City, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669964","display_name":"Ram\u00f3n Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-5570-664X"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ramon L. Rodriguez","raw_affiliation_strings":["National University - Manila, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"National University - Manila, Manila City, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082587367","display_name":"Antero Rosauro V. Arias","orcid":null},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Antero Rosauro V. Arias","raw_affiliation_strings":["Mapua University, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"Mapua University, Manila City, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047646127","display_name":"Cheryl Mari M. Isip","orcid":null},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Cheryl Mari M. Isip","raw_affiliation_strings":["Mapua University, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"Mapua University, Manila City, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020727479","display_name":"James Darryl D. Bungay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"James Darryl D. Bungay","raw_affiliation_strings":["Eulogio, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"Eulogio, Manila City, Philippines","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028981383","display_name":"John Mark V. Cipriano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Mark V. Cipriano","raw_affiliation_strings":["Eulogio, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"Eulogio, Manila City, Philippines","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081287370","display_name":"Larry A. Vea","orcid":"https://orcid.org/0009-0001-1101-6708"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Larry A. Vea","raw_affiliation_strings":["Mapua University, Manila City, Philippines"],"affiliations":[{"raw_affiliation_string":"Mapua University, Manila City, Philippines","institution_ids":["https://openalex.org/I137967721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005359226"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9028,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80192725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9977999925613403,"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":0.9977999925613403,"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/T11526","display_name":"Innovative Teaching Methods","score":0.9301000237464905,"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/affect","display_name":"Affect (linguistics)","score":0.874720573425293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5578991770744324},{"id":"https://openalex.org/keywords/computer-aided-instruction","display_name":"Computer aided instruction","score":0.4134988784790039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37914085388183594},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3387552797794342},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3314799666404724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32198983430862427},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.24641236662864685},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08439648151397705}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.874720573425293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5578991770744324},{"id":"https://openalex.org/C2986849125","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer aided instruction","level":2,"score":0.4134988784790039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37914085388183594},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3387552797794342},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3314799666404724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32198983430862427},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.24641236662864685},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08439648151397705}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3349266.3351387","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3349266.3351387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Annual SIG Conference on Information Technology Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1578636093","https://openalex.org/W2093786936","https://openalex.org/W2710894677","https://openalex.org/W2899739544"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W2132333037","https://openalex.org/W4286629047","https://openalex.org/W4235708563","https://openalex.org/W4306321456","https://openalex.org/W2043914659"],"abstract_inverted_index":{"A":[0],"learning":[1,21],"environment":[2],"is":[3,23],"comprised":[4],"of":[5,16,52,74,105],"emotional":[6],"and":[7,32,44,61],"cognitive":[8],"activities.":[9],"The":[10,63,100],"need":[11],"to":[12],"incorporate":[13],"the":[14,20,47,50,53,78,83,93],"measurement":[15],"student":[17],"affect":[18,29,39],"during":[19,30],"assessment":[22,31],"necessary.":[24],"This":[25],"study":[26,48],"measured":[27],"academic":[28,38,55,64],"developed":[33],"an":[34,103],"online":[35],"examination":[36],"multi-modal":[37],"model.":[40],"Using":[41],"thematic":[42],"analysis":[43,89],"expert":[45],"opinion,":[46],"generated":[49],"presence":[51],"following":[54],"affect:":[56],"relaxed,":[57],"curious,":[58],"bored,":[59],"frustrated,":[60],"distracted.":[62],"affects":[65],"were":[66],"annotated":[67],"with":[68,82],"a":[69,87],"computed":[70],"interrater":[71],"kappa":[72],"value":[73],"0.62.":[75],"Annotation":[76],"by":[77],"coders":[79],"was":[80],"mapped":[81],"features":[84],"extracted":[85],"from":[86],"behavior":[88],"toolkit":[90],"that":[91],"produced":[92],"Filipino":[94],"Online":[95],"Examination":[96],"Multi-Modal":[97],"Affect":[98],"Dataset.":[99],"model":[101],"yielded":[102],"accuracy":[104],"92.66%.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}