{"id":"https://openalex.org/W2011948478","doi":"https://doi.org/10.1109/t4e.2010.5550048","title":"A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System","display_name":"A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2011948478","doi":"https://doi.org/10.1109/t4e.2010.5550048","mag":"2011948478"},"language":"en","primary_location":{"id":"doi:10.1109/t4e.2010.5550048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/t4e.2010.5550048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Technology for Education","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/A5101188620","display_name":"Guangbing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Guangbing Yang","raw_affiliation_strings":["School of Computing and Information, Athabasca University, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information, Athabasca University, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004362992","display_name":"Kinshuk Kinshuk","orcid":null},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kinshuk","raw_affiliation_strings":["School of Computing and Information, Athabasca University, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information, Athabasca University, Canada","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054372178","display_name":"Sabine Graf","orcid":"https://orcid.org/0000-0002-9898-4145"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sabine Graf","raw_affiliation_strings":["School of Computing and Information, Athabasca University, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information, Athabasca University, Canada","institution_ids":["https://openalex.org/I86897205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101188620"],"corresponding_institution_ids":["https://openalex.org/I86897205"],"apc_list":null,"apc_paid":null,"fwci":1.8619,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.87258883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9995999932289124,"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/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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7773250937461853},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6742610335350037},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6596882343292236},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5820438265800476},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.5789613127708435},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5411050319671631},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.50621098279953},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.46601513028144836},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.4232107996940613},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39747124910354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3283178508281708},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3240193724632263},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.30625954270362854},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.15464922785758972},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.10167863965034485},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.09477770328521729},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.09245425462722778},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08265262842178345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773250937461853},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6742610335350037},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6596882343292236},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5820438265800476},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5789613127708435},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5411050319671631},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.50621098279953},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.46601513028144836},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.4232107996940613},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39747124910354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3283178508281708},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3240193724632263},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30625954270362854},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.15464922785758972},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.10167863965034485},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.09477770328521729},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.09245425462722778},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08265262842178345},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/t4e.2010.5550048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/t4e.2010.5550048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Technology for Education","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.384.1951","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.384.1951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sgraf.athabascau.ca/publications/yang_etal_T4E10.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W16376898","https://openalex.org/W40595984","https://openalex.org/W568721520","https://openalex.org/W1493549748","https://openalex.org/W1507783158","https://openalex.org/W1534666073","https://openalex.org/W1589562407","https://openalex.org/W1590760048","https://openalex.org/W1599068589","https://openalex.org/W2032881740","https://openalex.org/W2075962208","https://openalex.org/W2106862705","https://openalex.org/W2115364413","https://openalex.org/W2147275720","https://openalex.org/W2147859400","https://openalex.org/W3144537367","https://openalex.org/W4213088152","https://openalex.org/W6601669309","https://openalex.org/W6629581794","https://openalex.org/W6677307549","https://openalex.org/W6681720927"],"related_works":["https://openalex.org/W4387712166","https://openalex.org/W4210250006","https://openalex.org/W4200357539","https://openalex.org/W2949109425","https://openalex.org/W2901775611","https://openalex.org/W2922296866","https://openalex.org/W4376484315","https://openalex.org/W4230678668","https://openalex.org/W2154188405","https://openalex.org/W3207508404"],"abstract_inverted_index":{"Student":[0],"model":[1,40,72,91],"is":[2,33],"an":[3],"essential":[4],"component":[5],"in":[6,18,73],"any":[7],"adaptive":[8,79],"learning":[9,64,80],"environment.":[10],"Various":[11],"student":[12,39,46,71,90,110],"modelling":[13,47],"approaches":[14],"have":[15],"been":[16],"suggested":[17],"the":[19,51,74,97],"literature":[20],"that":[21,41,58],"focus":[22],"on":[23],"learners'":[24],"competencies,":[25],"preferences":[26],"and":[27,55,100],"other":[28],"personal":[29],"attributes.":[30],"However,":[31],"there":[32],"a":[34,37,77,88,105],"lack":[35],"of":[36,45,53,76,96],"comprehensive":[38],"combines":[42],"various":[43,94],"aspects":[44,52],"while":[48],"also":[49],"considering":[50],"location":[54],"context":[56,75],"awareness":[57],"are":[59],"important":[60],"for":[61],"emerging":[62],"ubiquitous":[63],"environments.":[65],"This":[66],"paper":[67],"proposes":[68],"one":[69],"such":[70],"personalized":[78],"system,":[81],"namely":[82],"Personalized":[83],"Adaptive":[84],"Learning":[85],"Dashboard":[86],"(PALD),":[87],"compound":[89],"bringing":[92],"together":[93],"features":[95],"overlay,":[98],"fault,":[99],"stereotype":[101],"models":[102],"to":[103,108],"provide":[104],"generic":[106],"approach":[107],"modeling":[109],"with":[111],"specific":[112],"domain":[113],"related":[114],"knowledge.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}