{"id":"https://openalex.org/W4225271118","doi":"https://doi.org/10.1016/j.caeai.2022.100069","title":"Enhancing learning by Open Learner Model (OLM) driven data design","display_name":"Enhancing learning by Open Learner Model (OLM) driven data design","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4225271118","doi":"https://doi.org/10.1016/j.caeai.2022.100069"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2022.100069","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.caeai.2022.100069","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085056759","display_name":"Judy Kay","orcid":"https://orcid.org/0000-0001-6728-2768"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Judy Kay","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010060589","display_name":"Kathryn Bartimote","orcid":"https://orcid.org/0000-0002-6989-3754"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kathryn Bartimote","raw_affiliation_strings":["School of Education and Social Work, The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Education and Social Work, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011523210","display_name":"Kirsty Kitto","orcid":"https://orcid.org/0000-0001-7642-7121"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kirsty Kitto","raw_affiliation_strings":["Connected Intelligence Centre, University of Technology Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Connected Intelligence Centre, University of Technology Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055563753","display_name":"Bob Kummerfeld","orcid":"https://orcid.org/0000-0002-6046-6393"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bob Kummerfeld","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102773104","display_name":"Danny Liu","orcid":"https://orcid.org/0000-0002-6618-5576"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Danny Liu","raw_affiliation_strings":["The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030210652","display_name":"Peter Reimann","orcid":"https://orcid.org/0000-0002-3869-2239"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peter Reimann","raw_affiliation_strings":["School of Education and Social Work, The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Education and Social Work, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085056759"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800,"provenance":"doaj"},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800,"provenance":"doaj"},"fwci":5.28,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.999769,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"100069","last_page":"100069"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Educational Data Mining and Learning Analytics","score":0.9996,"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":"Educational Data Mining and Learning Analytics","score":0.9996,"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":"Effectiveness of Intelligent Tutoring Systems","score":0.9966,"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/T14246","display_name":"Innovation in E-Learning and Knowledge Management","score":0.9771,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-driven-education","display_name":"Data-driven Education","score":0.610023},{"id":"https://openalex.org/keywords/student-modeling","display_name":"Student Modeling","score":0.5604},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational Data Mining","score":0.558055},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online Learning","score":0.5503},{"id":"https://openalex.org/keywords/adaptive-learning-environments","display_name":"Adaptive Learning Environments","score":0.544273},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.45839936},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.45535612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68647003},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.45839936},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.45535612},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.44036844},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41231823},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.377694},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35299158},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3304537},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3119697},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.28478244},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13187003},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2022.100069","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/d55ea2bb45cb4cc998c7fa89562ff78a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.caeai.2022.100069","pdf_url":null,"source":{"id":"https://openalex.org/S4210183364","display_name":"Computers and Education Artificial Intelligence","issn_l":"2666-920X","issn":["2666-920X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"display_name":"Quality education","score":0.63,"id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":71,"referenced_works":["https://openalex.org/W110441995","https://openalex.org/W1484600315","https://openalex.org/W1494744305","https://openalex.org/W1519738521","https://openalex.org/W1548824918","https://openalex.org/W1553179481","https://openalex.org/W1562208008","https://openalex.org/W1605289368","https://openalex.org/W1679907412","https://openalex.org/W1681730134","https://openalex.org/W175025436","https://openalex.org/W1967747674","https://openalex.org/W1968295086","https://openalex.org/W1973633793","https://openalex.org/W1976300518","https://openalex.org/W2001640578","https://openalex.org/W2005372638","https://openalex.org/W2015040676","https://openalex.org/W2026696399","https://openalex.org/W2037621702","https://openalex.org/W2046967883","https://openalex.org/W2047333588","https://openalex.org/W2062715482","https://openalex.org/W2080742179","https://openalex.org/W2084602875","https://openalex.org/W2087499155","https://openalex.org/W2090095562","https://openalex.org/W2090774719","https://openalex.org/W2094147479","https://openalex.org/W2116817443","https://openalex.org/W2119246419","https://openalex.org/W2125054539","https://openalex.org/W2157565254","https://openalex.org/W2165146399","https://openalex.org/W2169570446","https://openalex.org/W2172010324","https://openalex.org/W2219614165","https://openalex.org/W2236671913","https://openalex.org/W2241212183","https://openalex.org/W2323385789","https://openalex.org/W2337155942","https://openalex.org/W2339255380","https://openalex.org/W2509533451","https://openalex.org/W2538306293","https://openalex.org/W2548645325","https://openalex.org/W2597900308","https://openalex.org/W2752806317","https://openalex.org/W2792768097","https://openalex.org/W2916270146","https://openalex.org/W2964815814","https://openalex.org/W2968914873","https://openalex.org/W2973690551","https://openalex.org/W2990407218","https://openalex.org/W3008886125","https://openalex.org/W3009218590","https://openalex.org/W3021446914","https://openalex.org/W3033493619","https://openalex.org/W3048862935","https://openalex.org/W3090689453","https://openalex.org/W3134677445","https://openalex.org/W3203483626","https://openalex.org/W3205454358","https://openalex.org/W410845123","https://openalex.org/W4206450273","https://openalex.org/W4210962089","https://openalex.org/W4247987692","https://openalex.org/W4293087366","https://openalex.org/W4362504913","https://openalex.org/W4388170391","https://openalex.org/W595197191","https://openalex.org/W598355015"],"related_works":["https://openalex.org/W4237298132","https://openalex.org/W3132438786","https://openalex.org/W3025624476","https://openalex.org/W3013672805","https://openalex.org/W2794309705","https://openalex.org/W2500911239","https://openalex.org/W2333457640","https://openalex.org/W2069882133","https://openalex.org/W2002211580","https://openalex.org/W1981779799"],"abstract_inverted_index":{"There":[0,224],"is":[1,10,25],"a":[2,33,109,135,167,213,265,270],"huge":[3],"and":[4,43,90,113,179,241,262,279],"growing":[5],"amount":[6],"of":[7,63,76,104,119,139,147,200,220,229,249,264],"data":[8,24,56,175,202],"that":[9,19,35,57,107],"already":[11],"captured":[12],"in":[13,32,66,101,161,176],"the":[14,102,145,173,182,198,205,218,235,260],"many,":[15],"diverse":[16],"digital":[17],"tools":[18,245],"support":[20,38],"learning.":[21],"Additionally,":[22],"learning":[23,55,121,140,174,201,206,222,250],"often":[26],"inaccessible":[27],"to":[28,37,53,73,111,171,256],"teachers":[29,52,170,190],"or":[30,39],"served":[31],"manner":[34],"fails":[36],"inform":[40],"their":[41,120,177,209],"teaching":[42],"design":[44,54,103,137,172,199,207,248,261],"practice.":[45],"We":[46,93,123,142,187,211],"need":[47],"systematic,":[48],"learner-centred":[49,136],"ways":[50],"for":[51,169,208,216,246,273],"supports":[58],"them.":[59],"Drawing":[60],"on":[61,144,149],"decades":[62],"Artificial":[64],"Intelligence":[65],"Education":[67],"(AIED)":[68],"research,":[69],"we":[70,165,180,233,253,268],"show":[71,94,188,254],"how":[72,95,130,189,255],"make":[74],"use":[75,192],"important":[77,126],"AIED":[78],"concepts:":[79],"(1)":[80],"learner":[81,110,238],"models;":[82],"(2)":[83],"Open":[84],"Learner":[85],"Models":[86],"(OLMs);":[87],"(3)":[88],"scrutability":[89,240],"(4)":[91],"Ontologies.":[92],"these":[96],"concepts":[97],"can":[98,132,191],"be":[99],"used":[100],"OLMs,":[105],"interfaces":[106],"enable":[108],"see":[112],"interact":[114],"with":[115,184,204],"an":[116],"externalised":[117],"representation":[118],"progress.":[122],"extend":[124],"this":[125,193,230,258,275],"work":[127,146],"by":[128],"demonstrating":[129],"OLMs":[131],"also":[133],"drive":[134],"process":[138,276],"data.":[141,223,251],"draw":[143],"Biggs":[148],"constructive":[150],"alignment":[151],"(Biggs,":[152],"1996,":[153],"1999,":[154],"2011),":[155],"which":[156],"has":[157],"been":[158],"so":[159],"influential":[160],"education.":[162],"Like":[163],"Biggs,":[164],"propose":[166],"way":[168],"subjects":[178],"illustrate":[181],"approach":[183,194],"case":[185],"studies.":[186],"today,":[195],"essentially":[196],"integrating":[197],"along":[203],"subjects.":[210],"outline":[212],"research":[214,271],"agenda":[215,272],"designing":[217],"collection":[219],"richer":[221],"are":[225],"three":[226],"core":[227],"contributions":[228],"paper.":[231],"First,":[232],"present":[234,269],"terms":[236],"OLM,":[237],"model,":[239],"ontologies,":[242],"as":[243],"thinking":[244],"systematic":[247],"Second,":[252],"integrate":[257],"into":[259],"refinement":[263],"subject.":[266],"Finally,":[267],"making":[274],"both":[277],"easier":[278],"more":[280],"powerful.":[281]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4225271118","counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2024-11-26T23:03:37.748232","created_date":"2022-05-04"}
