{"id":"https://openalex.org/W2804892135","doi":"https://doi.org/10.1145/3164541.3164638","title":"Application of Data Mining Techniques for Predicting Student Success in English Exit Exam","display_name":"Application of Data Mining Techniques for Predicting Student Success in English Exit Exam","publication_year":2018,"publication_date":"2018-01-05","ids":{"openalex":"https://openalex.org/W2804892135","doi":"https://doi.org/10.1145/3164541.3164638","mag":"2804892135"},"language":"en","primary_location":{"id":"doi:10.1145/3164541.3164638","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3164541.3164638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication","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/A5037629937","display_name":"Wichai Puarungroj","orcid":"https://orcid.org/0000-0002-5670-1311"},"institutions":[{"id":"https://openalex.org/I4210150485","display_name":"Loei Rajabhat University","ror":"https://ror.org/04p9hvh53","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210150485"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wichai Puarungroj","raw_affiliation_strings":["Loei Rajabhat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loei Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210150485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029842183","display_name":"Narong Boonsirisumpun","orcid":"https://orcid.org/0009-0004-3016-4564"},"institutions":[{"id":"https://openalex.org/I4210150485","display_name":"Loei Rajabhat University","ror":"https://ror.org/04p9hvh53","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210150485"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Narong Boonsirisumpun","raw_affiliation_strings":["Loei Rajabhat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loei Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210150485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080177005","display_name":"Pathapong Pongpatrakant","orcid":"https://orcid.org/0000-0002-1812-3813"},"institutions":[{"id":"https://openalex.org/I4210150485","display_name":"Loei Rajabhat University","ror":"https://ror.org/04p9hvh53","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210150485"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pathapong Pongpatrakant","raw_affiliation_strings":["Loei Rajabhat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loei Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210150485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020177719","display_name":"Suchada Phromkhot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150485","display_name":"Loei Rajabhat University","ror":"https://ror.org/04p9hvh53","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210150485"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Suchada Phromkhot","raw_affiliation_strings":["Loei Rajabhat University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loei Rajabhat University, Thailand","institution_ids":["https://openalex.org/I4210150485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210150485"],"apc_list":null,"apc_paid":null,"fwci":0.6609,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.75978167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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":0.9997000098228455,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9847000241279602,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9793999791145325,"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/graduation","display_name":"Graduation (instrument)","score":0.7483664751052856},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6574074029922485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5668087601661682},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5528634190559387},{"id":"https://openalex.org/keywords/english-language","display_name":"English language","score":0.5134497880935669},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4157119393348694},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36543259024620056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24895280599594116},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17053711414337158}],"concepts":[{"id":"https://openalex.org/C2779529714","wikidata":"https://www.wikidata.org/wiki/Q2632744","display_name":"Graduation (instrument)","level":2,"score":0.7483664751052856},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6574074029922485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5668087601661682},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5528634190559387},{"id":"https://openalex.org/C2987496018","wikidata":"https://www.wikidata.org/wiki/Q1860","display_name":"English language","level":2,"score":0.5134497880935669},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4157119393348694},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36543259024620056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24895280599594116},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17053711414337158},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3164541.3164638","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3164541.3164638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6000000238418579,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W109702185","https://openalex.org/W229174555","https://openalex.org/W939300247","https://openalex.org/W1515087027","https://openalex.org/W1539947443","https://openalex.org/W1559902109","https://openalex.org/W1966165526","https://openalex.org/W2006444123","https://openalex.org/W2018146476","https://openalex.org/W2021601071","https://openalex.org/W2062208588","https://openalex.org/W2074195322","https://openalex.org/W2176367946","https://openalex.org/W2293736183","https://openalex.org/W2348739196","https://openalex.org/W2584256333","https://openalex.org/W2617300785","https://openalex.org/W2730483724","https://openalex.org/W2782851694","https://openalex.org/W3005918788"],"related_works":["https://openalex.org/W2377126482","https://openalex.org/W2939460163","https://openalex.org/W4312883327","https://openalex.org/W4251896702","https://openalex.org/W4312987116","https://openalex.org/W47045813","https://openalex.org/W4312251697","https://openalex.org/W4313128210","https://openalex.org/W4312814915","https://openalex.org/W2355395916"],"abstract_inverted_index":{"The":[0,14,117,132],"students'":[1,27,186],"English":[2,18,28,46,90,129,139,152,187],"proficiency":[3],"has":[4,34],"become":[5],"an":[6],"important":[7],"requirement":[8],"for":[9,39,124,147],"job":[10],"seeking":[11],"after":[12],"graduation.":[13],"universities":[15],"in":[16,24,105,128],"non-native":[17],"speaking":[19],"countries":[20],"find":[21],"their":[22,26],"challenges":[23],"improving":[25],"language":[29,47],"skills.":[30],"Loei":[31],"Rajabhat":[32],"University":[33],"dealt":[35],"with":[36],"this":[37,78],"issue":[38,79],"a":[40,64,144],"long":[41],"time":[42],"by":[43,61,110,163],"delivering":[44],"various":[45],"courses":[48],"and":[49,74,96,99,108,120,175,179],"tests":[50],"to":[51,183],"students.":[52],"These":[53,155],"activities":[54],"have":[55,80],"been":[56],"carried":[57,173],"out":[58,174],"repeatedly":[59],"year":[60,62],"as":[63],"common":[65],"routine.":[66],"However,":[67],"the":[68,75,87,112,138,149,165,169,176,185],"real":[69],"status":[70],"of":[71,77,101,151],"student":[72,126],"success":[73,127],"predictors":[76],"never":[81],"known.":[82],"This":[83],"research,":[84],"therefore,":[85],"explored":[86],"available":[88],"data:":[89],"test":[91,95,141],"results":[92,134],"(English":[93],"placement":[94,140],"exit":[97,130,153,188],"exam)":[98],"data":[100],"students,":[102],"who":[103],"graduated":[104],"2013,":[106],"2014,":[107],"2015":[109],"using":[111,164],"decision":[113],"tree":[114],"technique":[115],"(C4.5).":[116],"research":[118,133],"constructed":[119],"tested":[121],"classification":[122],"models":[123],"predicting":[125,148],"exam.":[131,154],"also":[135],"suggest":[136],"that":[137],"result":[142,150],"was":[143,172],"key":[145],"attribute":[146],"two":[156],"attributes":[157],"were":[158,181],"plotted":[159],"against":[160],"each":[161],"other":[162],"scatter":[166],"plot":[167],"where":[168],"regression":[170,177],"analysis":[171],"line":[178],"equation":[180],"generated":[182],"predict":[184],"exam":[189],"scores.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
