{"id":"https://openalex.org/W2550131669","doi":"https://doi.org/10.1109/vlhcc.2016.7739663","title":"An empirical study of user perceived usefulness and preference of open learner model visualisations","display_name":"An empirical study of user perceived usefulness and preference of open learner model visualisations","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2550131669","doi":"https://doi.org/10.1109/vlhcc.2016.7739663","mag":"2550131669"},"language":"en","primary_location":{"id":"doi:10.1109/vlhcc.2016.7739663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2016.7739663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/An_empirical_study_of_user_perceived_usefulness_and_preference_of_open_learner_model_visualisations/20873689","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021764561","display_name":"Check-Yee Law","orcid":"https://orcid.org/0000-0002-0373-1840"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Check-Yee Law","raw_affiliation_strings":["Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Grundy","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030486012","display_name":"Rajesh Vasa","orcid":"https://orcid.org/0000-0003-4805-1467"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajesh Vasa","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049910795","display_name":"Andrew Cain","orcid":"https://orcid.org/0000-0002-8820-140X"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Cain","raw_affiliation_strings":["Faculty of Science, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021764561"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":null,"apc_paid":null,"fwci":2.2779,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91224039,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9950000047683716,"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":0.9950000047683716,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12171","display_name":"Open Education and E-Learning","score":0.9667999744415283,"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/computer-science","display_name":"Computer science","score":0.6785632967948914},{"id":"https://openalex.org/keywords/summative-assessment","display_name":"Summative assessment","score":0.671502947807312},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.6644303798675537},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5045961141586304},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4841514229774475},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.46430495381355286},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4564589858055115},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35108140110969543},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3476223349571228},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.25592511892318726},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2011585235595703}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785632967948914},{"id":"https://openalex.org/C152747807","wikidata":"https://www.wikidata.org/wiki/Q1854913","display_name":"Summative assessment","level":3,"score":0.671502947807312},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.6644303798675537},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5045961141586304},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4841514229774475},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.46430495381355286},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4564589858055115},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35108140110969543},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3476223349571228},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.25592511892318726},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2011585235595703},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/vlhcc.2016.7739663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlhcc.2016.7739663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:shdl.mmu.edu.my:6610","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:figshare.com:article/20873689","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/An_empirical_study_of_user_perceived_usefulness_and_preference_of_open_learner_model_visualisations/20873689","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:9d4c93fa-e767-424c-961d-f247f9df3800/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/437448","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), Cambridge, United Kingdom, 4-8, September 2016 / A. Blackwell, B. Plimmer, and G. Stapleton (eds.), pp. 49-53","raw_type":""}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20873689","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/An_empirical_study_of_user_perceived_usefulness_and_preference_of_open_learner_model_visualisations/20873689","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313202","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33"},{"id":"https://openalex.org/F4320320973","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W58813315","https://openalex.org/W1535682146","https://openalex.org/W1576727912","https://openalex.org/W1647594246","https://openalex.org/W1662413987","https://openalex.org/W1749541544","https://openalex.org/W1771982060","https://openalex.org/W1893938325","https://openalex.org/W1914972138","https://openalex.org/W1964146567","https://openalex.org/W1994698579","https://openalex.org/W2161133721","https://openalex.org/W2256935033","https://openalex.org/W2332597996","https://openalex.org/W2410945535","https://openalex.org/W2482882011","https://openalex.org/W2964207178","https://openalex.org/W2971725646","https://openalex.org/W3138178713","https://openalex.org/W4238666567","https://openalex.org/W6632060227","https://openalex.org/W6637085001","https://openalex.org/W6637646393","https://openalex.org/W6715102397","https://openalex.org/W6768070172"],"related_works":["https://openalex.org/W2596540894","https://openalex.org/W4248485996","https://openalex.org/W1981820048","https://openalex.org/W2373351295","https://openalex.org/W2188168286","https://openalex.org/W4315786423","https://openalex.org/W4323913710","https://openalex.org/W2169821076","https://openalex.org/W2762230188","https://openalex.org/W2410921486"],"abstract_inverted_index":{"Many":[0],"higher":[1],"education":[2],"institutions":[3],"have":[4,83],"reformed":[5],"their":[6,56,63],"academic":[7],"programmes":[8],"to":[9,22,46],"adopt":[10],"unit":[11],"learning":[12,19,52,57,70,80,114,117,125],"outcomes.":[13,81,118],"It":[14],"is":[15],"essential":[16],"for":[17,31,92,112],"effective":[18],"management":[20,126],"tools":[21],"support":[23,111],"this":[24],"fundamental":[25],"transformation.":[26],"We":[27,82,95],"see":[28],"the":[29,67],"need":[30],"a":[32,87],"tool":[33],"that":[34],"provides":[35],"visualisations":[36,91],"of":[37,89,104],"Open":[38],"Learner":[39],"Models":[40],"(OLM)":[41],"and":[42,58,72,75,78,85,123],"associated":[43],"e-portfolio":[44],"content":[45],"guide":[47],"students":[48],"in":[49,62,102],"achieving":[50],"intended":[51,79],"outcomes,":[53],"help":[54],"evidence":[55],"keep":[59],"them":[60],"engaged":[61],"study.":[64],"OLMs":[65],"surface":[66],"relationship":[68],"between":[69],"activities":[71],"tasks,":[73],"formative":[74],"summative":[76],"assessment,":[77],"developed":[84],"validated":[86],"set":[88],"candidate":[90],"such":[93],"OLMs.":[94],"report":[96],"key":[97],"findings":[98,120],"from":[99],"our":[100,109],"study":[101],"terms":[103],"potential":[105],"users'":[106],"feedback":[107],"on":[108],"tool's":[110],"tracking":[113],"progress":[115],"against":[116],"Our":[119],"can":[121],"inform":[122],"refine":[124],"systems.":[127]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
