{"id":"https://openalex.org/W4406623293","doi":"https://doi.org/10.58459/icce.2012.549","title":"A Framework for Identifying Working Memory Capacity from the Log Information of Learning Systems","display_name":"A Framework for Identifying Working Memory Capacity from the Log Information of Learning Systems","publication_year":2012,"publication_date":"2012-11-26","ids":{"openalex":"https://openalex.org/W4406623293","doi":"https://doi.org/10.58459/icce.2012.549"},"language":"en","primary_location":{"id":"doi:10.58459/icce.2012.549","is_oa":true,"landing_page_url":"https://doi.org/10.58459/icce.2012.549","pdf_url":"https://library.apsce.net/index.php/ICCE/article/download/549/499","source":{"id":"https://openalex.org/S5407049172","display_name":"International Conference on Computers in Education","issn_l":"3078-4360","issn":["3078-4360"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computers in Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://library.apsce.net/index.php/ICCE/article/download/549/499","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115951580","display_name":"Ting-Wen Changa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ting-Wen Changa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115951581","display_name":"Moushir M. El-Bishoutya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moushir M. El-Bishoutya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115951582","display_name":"Sabine Grafa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabine Grafa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5115951583","display_name":"Kinshuka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kinshuka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45995807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9205999970436096,"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":0.9205999970436096,"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":0.9049000144004822,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.5981597900390625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5259400010108948},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3270465135574341},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.10771816968917847},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08244282007217407}],"concepts":[{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.5981597900390625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5259400010108948},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3270465135574341},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.10771816968917847},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08244282007217407}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58459/icce.2012.549","is_oa":true,"landing_page_url":"https://doi.org/10.58459/icce.2012.549","pdf_url":"https://library.apsce.net/index.php/ICCE/article/download/549/499","source":{"id":"https://openalex.org/S5407049172","display_name":"International Conference on Computers in Education","issn_l":"3078-4360","issn":["3078-4360"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computers in Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.58459/icce.2012.549","is_oa":true,"landing_page_url":"https://doi.org/10.58459/icce.2012.549","pdf_url":"https://library.apsce.net/index.php/ICCE/article/download/549/499","source":{"id":"https://openalex.org/S5407049172","display_name":"International Conference on Computers in Education","issn_l":"3078-4360","issn":["3078-4360"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computers in Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406623293.pdf","grobid_xml":"https://content.openalex.org/works/W4406623293.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W1980342602","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Working":[0],"memory":[1],"capacity":[2],"(WMC)":[3],"is":[4,62,90,164],"a":[5,74,85,130],"cognitive":[6,16,41],"trait":[7],"that":[8,171],"affects":[9,46],"students\u2019":[10,28,47,54,66,82,109,142,146],"learning":[11,58,86,98,104,134],"behaviors":[12],"to":[13,52,64,77,94,102,112,129,139,153],"perform":[14],"complex":[15],"tasks":[17],"such":[18,162],"as":[19,126],"reading":[20],"comprehension,":[21],"problem":[22],"solving,":[23],"and":[24,36,43,92,107,158],"making":[25],"decision.":[26],"Considering":[27],"WMC":[29,55,80],"when":[30],"providing":[31],"them":[32,114],"with":[33,96,156,176],"course":[34],"materials":[35],"activities":[37],"helps":[38],"in":[39,50,56,84],"avoiding":[40],"overload":[42],"therefore":[44],"positively":[45],"learning.":[48],"However,":[49],"order":[51],"consider":[53],"the":[57,103,165],"process,":[59],"an":[60,127],"approach":[61,89,122],"needed":[63],"identify":[65,79,141],"WMC.":[67,119,143,160,182],"To":[68],"address":[69],"this":[70,137],"problem,":[71],"we":[72],"introduce":[73],"general":[75],"framework":[76],"automatically":[78,173],"from":[81],"behavior":[83,110],"system.":[87],"Our":[88],"generic":[91],"designed":[93],"work":[95],"different":[97],"systems.":[99],"It":[100],"connects":[101],"systems\u2019":[105],"database":[106],"extracts":[108],"data":[111],"analyze":[113],"for":[115,132,167],"indications":[116],"about":[117],"their":[118,181],"The":[120],"proposed":[121],"has":[123],"been":[124],"implemented":[125],"extension":[128],"tool":[131,138],"detecting":[133],"styles,":[135],"enabling":[136],"additionally":[140],"By":[144],"knowing":[145],"WMC,":[147],"teachers":[148],"can":[149,172],"provide":[150,174],"meaningful":[151],"recommendations":[152],"support":[154,178],"students":[155,175],"low":[157],"high":[159],"Furthermore,":[161],"information":[163],"basis":[166],"designing":[168],"adaptive":[169],"systems":[170],"individualized":[177],"based":[179],"on":[180]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}