{"id":"https://openalex.org/W4288388974","doi":"https://doi.org/10.1109/jcsse54890.2022.9836265","title":"Understanding Relationships among Learning Styles, Learning Activities and Academic Performance: From a Computer Programming Course Perspective","display_name":"Understanding Relationships among Learning Styles, Learning Activities and Academic Performance: From a Computer Programming Course Perspective","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4288388974","doi":"https://doi.org/10.1109/jcsse54890.2022.9836265"},"language":"en","primary_location":{"id":"doi:10.1109/jcsse54890.2022.9836265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse54890.2022.9836265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th International Joint Conference on Computer Science and Software Engineering (JCSSE)","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/A5032013635","display_name":"Phway Thant Thant Soe Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I38538140","display_name":"Asian Institute of Technology","ror":"https://ror.org/0403qcr87","country_code":"TH","type":"education","lineage":["https://openalex.org/I38538140"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Phway Thant Thant Soe Lin","raw_affiliation_strings":["School of Engineering and Technology, Asian Institute of Technology (AIT),Department of ICT,Pathumthani,Thailand","Department of ICT, School of Engineering and Technology, Asian Institute of Technology (AIT), Pathumthani, Thailand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Asian Institute of Technology (AIT),Department of ICT,Pathumthani,Thailand","institution_ids":["https://openalex.org/I38538140"]},{"raw_affiliation_string":"Department of ICT, School of Engineering and Technology, Asian Institute of Technology (AIT), Pathumthani, Thailand","institution_ids":["https://openalex.org/I38538140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105510423","display_name":"Chutiporn Anutariya","orcid":"https://orcid.org/0000-0001-7101-212X"},"institutions":[{"id":"https://openalex.org/I38538140","display_name":"Asian Institute of Technology","ror":"https://ror.org/0403qcr87","country_code":"TH","type":"education","lineage":["https://openalex.org/I38538140"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chutiporn Anutariya","raw_affiliation_strings":["School of Engineering and Technology, Asian Institute of Technology,Department of ICT,Pathumthani,Thailand","Department of ICT, School of Engineering and Technology, Asian Institute of Technology, Pathumthani, Thailand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Asian Institute of Technology,Department of ICT,Pathumthani,Thailand","institution_ids":["https://openalex.org/I38538140"]},{"raw_affiliation_string":"Department of ICT, School of Engineering and Technology, Asian Institute of Technology, Pathumthani, Thailand","institution_ids":["https://openalex.org/I38538140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061939869","display_name":"Piriya Utamachant","orcid":"https://orcid.org/0000-0003-2481-3973"},"institutions":[{"id":"https://openalex.org/I38538140","display_name":"Asian Institute of Technology","ror":"https://ror.org/0403qcr87","country_code":"TH","type":"education","lineage":["https://openalex.org/I38538140"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Piriya Utamachant","raw_affiliation_strings":["School of Engineering and Technology, Asian Institute of Technology,Department of ICT,Pathumthani,Thailand","Department of ICT, School of Engineering and Technology, Asian Institute of Technology, Pathumthani, Thailand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Asian Institute of Technology,Department of ICT,Pathumthani,Thailand","institution_ids":["https://openalex.org/I38538140"]},{"raw_affiliation_string":"Department of ICT, School of Engineering and Technology, Asian Institute of Technology, Pathumthani, Thailand","institution_ids":["https://openalex.org/I38538140"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032013635"],"corresponding_institution_ids":["https://openalex.org/I38538140"],"apc_list":null,"apc_paid":null,"fwci":0.2171,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62195886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"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":0.9962999820709229,"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":0.9962999820709229,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9919000267982483,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9563000202178955,"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/computer-science","display_name":"Computer science","score":0.7259359359741211},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.7138490676879883},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6385493874549866},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.567436933517456},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5529490113258362},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.523919403553009},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4963386654853821},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4383087456226349},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4375017285346985},{"id":"https://openalex.org/keywords/computer-programming","display_name":"Computer programming","score":0.42982688546180725},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.42020082473754883},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.41364553570747375},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.36292600631713867},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.30134159326553345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2959575057029724},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18208754062652588},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12634974718093872}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7259359359741211},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.7138490676879883},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6385493874549866},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.567436933517456},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5529490113258362},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.523919403553009},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4963386654853821},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4383087456226349},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4375017285346985},{"id":"https://openalex.org/C33857546","wikidata":"https://www.wikidata.org/wiki/Q80006","display_name":"Computer programming","level":2,"score":0.42982688546180725},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.42020082473754883},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.41364553570747375},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.36292600631713867},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.30134159326553345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2959575057029724},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18208754062652588},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12634974718093872},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcsse54890.2022.9836265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcsse54890.2022.9836265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th International Joint Conference on Computer Science and Software Engineering (JCSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2064514592","https://openalex.org/W2548846674","https://openalex.org/W2591734411","https://openalex.org/W2620294800","https://openalex.org/W2753786854","https://openalex.org/W2763843449","https://openalex.org/W2783900757","https://openalex.org/W2888821395","https://openalex.org/W2889547051","https://openalex.org/W3006316519","https://openalex.org/W3127582313","https://openalex.org/W3129664168","https://openalex.org/W3156942562","https://openalex.org/W3174857733","https://openalex.org/W6738423426"],"related_works":["https://openalex.org/W2912630447","https://openalex.org/W2098378049","https://openalex.org/W2040988978","https://openalex.org/W2183624479","https://openalex.org/W2188406770","https://openalex.org/W1875028891","https://openalex.org/W2001663453","https://openalex.org/W2963630606","https://openalex.org/W2968510402","https://openalex.org/W2015283166"],"abstract_inverted_index":{"Investigating":[0],"factors":[1],"that":[2,25,93,143,161],"influence":[3],"the":[4,22,28,36,49,69,113,123,128,134,158,162,169,175,178,185,188,208],"learning":[5,23,37,45,52,54,106,179,207],"process":[6,100],"of":[7,58,83,112,164,177,187],"students":[8,32,61,71,119,195],"is":[9,110],"important,":[10],"especially":[11],"in":[12,62,88,98,126,190,206],"online":[13],"education.":[14],"It":[15,91],"can":[16],"help":[17],"course":[18,29],"instructors":[19],"to":[20,34,68,104,121,153,184,199],"design":[21],"environment":[24],"really":[26],"fits":[27],"requirements":[30],"and":[31,33,47,56,130,149,167,181,203],"enhance":[35,105],"performance.":[38,107],"This":[39],"study":[40],"focuses":[41],"on":[42,75],"identifying":[43],"different":[44],"styles":[46],"finding":[48],"relationships":[50],"among":[51],"styles,":[53],"activities":[55],"performance":[57],"computer":[59],"science":[60],"a":[63,191],"Java":[64],"programming":[65,116,155,189,209],"course.":[66],"According":[67],"results,":[70],"with":[72],"balanced":[73],"preference":[74],"receiving":[76],"information":[77],"obtained":[78],"highest":[79],"scores":[80],"although":[81],"most":[82,118],"them":[84],"are":[85,151],"visual":[86,96],"learners":[87],"this":[89],"aspect.":[90],"indicates":[92],"adding":[94],"more":[95,136,201],"presentations":[97],"teaching":[99,154],"will":[101],"be":[102,197],"helpful":[103],"As":[108],"it":[109],"one":[111],"very":[114],"first":[115],"courses,":[117],"prefer":[120],"follow":[122],"instructors'":[124],"steps":[125],"solving":[127,168],"problems":[129,171,205],"obviously":[131],"they":[132],"joined":[133],"class":[135],"regularly":[137],"than":[138],"others.":[139],"Therefore,":[140],"concrete":[141],"examples":[142],"involve":[144],"well-defined":[145],"procedures,":[146],"facts,":[147],"data,":[148],"experimentation":[150],"essential":[152],"language.":[156],"Moreover,":[157],"results":[159],"confirmed":[160],"number":[163],"assignment":[165],"attempts":[166],"in-class":[170],"could":[172],"considerably":[173],"improve":[174],"achievement":[176],"outcomes":[180],"also":[182],"related":[183],"understanding":[186],"sequential":[192],"manner.":[193],"Consequently,":[194],"should":[196],"encouraged":[198],"do":[200],"assignments":[202],"practice":[204],"through":[210],"online.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
