{"id":"https://openalex.org/W2767609682","doi":"https://doi.org/10.1145/3132847.3132965","title":"Modeling Student Learning Styles in MOOCs","display_name":"Modeling Student Learning Styles in MOOCs","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2767609682","doi":"https://doi.org/10.1145/3132847.3132965","mag":"2767609682"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3132965","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3132965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","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/A5071832661","display_name":"Yuling Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuling Shi","raw_affiliation_strings":["Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044622034","display_name":"Zhiyong Peng","orcid":"https://orcid.org/0000-0002-1062-0970"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Peng","raw_affiliation_strings":["Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085094109","display_name":"Hongning Wang","orcid":"https://orcid.org/0000-0002-6524-9195"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongning Wang","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071832661"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":2.6337,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.91344624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"979","last_page":"988"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9229000210762024,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6591924428939819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6071410179138184},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5768523216247559},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.4707247316837311},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4705132842063904},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.46164458990097046},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38971322774887085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30776017904281616},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.27415090799331665},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24879199266433716}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6591924428939819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6071410179138184},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5768523216247559},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.4707247316837311},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4705132842063904},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.46164458990097046},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38971322774887085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30776017904281616},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.27415090799331665},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24879199266433716}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3132847.3132965","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3132965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3051724186","display_name":null,"funder_award_id":"No. 61232002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4056344891","display_name":null,"funder_award_id":"2016YFB1000700","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G7441103298","display_name":null,"funder_award_id":"IIS-1553568","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1511434862","https://openalex.org/W1559246682","https://openalex.org/W1977948731","https://openalex.org/W1988135745","https://openalex.org/W1994740530","https://openalex.org/W2006332834","https://openalex.org/W2006566155","https://openalex.org/W2012265254","https://openalex.org/W2033726034","https://openalex.org/W2042464029","https://openalex.org/W2045650494","https://openalex.org/W2051963836","https://openalex.org/W2069429561","https://openalex.org/W2080972498","https://openalex.org/W2112955368","https://openalex.org/W2113363259","https://openalex.org/W2131148439","https://openalex.org/W2157201793","https://openalex.org/W2164972124","https://openalex.org/W2250880511","https://openalex.org/W2273136441","https://openalex.org/W2546314413","https://openalex.org/W2575195813","https://openalex.org/W3004126711"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W2280377497","https://openalex.org/W3174044702","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4283803360","https://openalex.org/W4317695495","https://openalex.org/W4387506531"],"abstract_inverted_index":{"The":[0,145],"recorded":[1,46],"student":[2,53,83,147,151],"activities":[3,66],"in":[4,31,47,67,130],"Massive":[5],"Open":[6],"Online":[7],"Course":[8],"(MOOC)":[9],"provide":[10],"us":[11],"a":[12,39,57,68],"unique":[13],"opportunity":[14],"to":[15,61],"model":[16,60,87,129],"their":[17,21,98],"learning":[18,23,65,74,99,133],"behaviors,":[19],"identify":[20],"particular":[22],"intents,":[24],"and":[25,29,94,115,136,155],"enable":[26],"personalized":[27],"assistance":[28],"guidance":[30],"online":[32],"education.":[33],"In":[34,101],"this":[35],"work,":[36],"based":[37],"on":[38,118],"thorough":[40],"qualitative":[41,114],"study":[42],"of":[43,72,97,126],"students'":[44,63,73,132],"behaviors":[45,75],"two":[48,120],"MOOC":[49,121],"courses":[50,122],"with":[51],"large":[52],"enrollments,":[54],"we":[55],"develop":[56],"non-parametric":[58],"Bayesian":[59],"capture":[62],"sequential":[64],"generative":[69],"manner.":[70],"Homogeneity":[71],"is":[76,105],"captured":[77,106],"by":[78,107],"clustering":[79,108,137],"them":[80,138],"into":[81,110,139],"latent":[82],"groups,":[84],"where":[85],"shared":[86],"structure":[88],"characterizes":[89],"the":[90,102,124,127],"transitional":[91],"patterns,":[92],"intensity":[93],"temporal":[95],"distribution":[96],"activities.":[100],"meanwhile,":[103],"heterogeneity":[104],"students":[109],"different":[111],"groups.":[112],"Both":[113],"quantitative":[116],"studies":[117],"those":[119],"confirmed":[123],"effectiveness":[125],"proposed":[128],"identifying":[131],"behavior":[134],"patterns":[135],"related":[140],"groups":[141,148],"for":[142],"predictive":[143],"analysis.":[144],"identified":[146],"accurately":[149],"predict":[150],"retention,":[152],"course":[153],"satisfaction":[154],"demographics.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}