{"id":"https://openalex.org/W2037420512","doi":"https://doi.org/10.3166/ria.22.569-588","title":"Learning in an Ambient Intelligent Environment. Towards Modelling Learners through Stereotypes","display_name":"Learning in an Ambient Intelligent Environment. Towards Modelling Learners through Stereotypes","publication_year":2008,"publication_date":"2008-10-14","ids":{"openalex":"https://openalex.org/W2037420512","doi":"https://doi.org/10.3166/ria.22.569-588","mag":"2037420512"},"language":"en","primary_location":{"id":"doi:10.3166/ria.22.569-588","is_oa":false,"landing_page_url":"https://doi.org/10.3166/ria.22.569-588","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","raw_type":"journal-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/A5032852989","display_name":"Anders Kofod\u2010Petersen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anders Kofod-Petersen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020019569","display_name":"Sobah Abbas Petersen","orcid":"https://orcid.org/0000-0001-6055-9285"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sobah Abbas Petersen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089438262","display_name":"Gunhild Griff Bye","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gunhild Griff Bye","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053228305","display_name":"Line Kol\u00e5s","orcid":"https://orcid.org/0000-0003-4908-3241"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Line Kol\u00e5s","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5043393638","display_name":"Arvid Staupe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arvid Staupe","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032852989"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1732,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8408936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"5","first_page":"569","last_page":"588"},"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":0.9918000102043152,"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":0.9918000102043152,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.989799976348877,"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/T10470","display_name":"Usability and User Interface Design","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.6367976665496826},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5928595066070557},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.5928090810775757},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4901760220527649},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.48191240429878235},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4549351632595062},{"id":"https://openalex.org/keywords/wizard","display_name":"Wizard","score":0.44714248180389404},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4105090796947479},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3620316982269287},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.33577761054039},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32171839475631714},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1988910436630249},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14924558997154236}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6367976665496826},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5928595066070557},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.5928090810775757},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4901760220527649},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.48191240429878235},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4549351632595062},{"id":"https://openalex.org/C2776784076","wikidata":"https://www.wikidata.org/wiki/Q580334","display_name":"Wizard","level":2,"score":0.44714248180389404},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4105090796947479},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3620316982269287},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33577761054039},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32171839475631714},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1988910436630249},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14924558997154236},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3166/ria.22.569-588","is_oa":false,"landing_page_url":"https://doi.org/10.3166/ria.22.569-588","pdf_url":null,"source":{"id":"https://openalex.org/S4210205895","display_name":"Revue d intelligence artificielle","issn_l":"0992-499X","issn":["0992-499X","1958-5748"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revue d'intelligence artificielle","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.4243","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.4243","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idi.ntnu.no/~anderpe/publications/RIA-08-AKP-SAP-GGB-LK-AS.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.159.5206","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.159.5206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idi.ntnu.no/grupper/su/publ/sap/kofod-rsti08.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W10723024","https://openalex.org/W36322226","https://openalex.org/W38828942","https://openalex.org/W47198515","https://openalex.org/W78449300","https://openalex.org/W162749332","https://openalex.org/W1484201272","https://openalex.org/W1510817841","https://openalex.org/W1572121282","https://openalex.org/W1583904404","https://openalex.org/W1592016552","https://openalex.org/W1729856091","https://openalex.org/W1780382453","https://openalex.org/W1882088395","https://openalex.org/W1933657216","https://openalex.org/W1966530137","https://openalex.org/W1967661515","https://openalex.org/W1980620390","https://openalex.org/W1988567896","https://openalex.org/W1992883909","https://openalex.org/W2000465687","https://openalex.org/W2012187514","https://openalex.org/W2041085983","https://openalex.org/W2056353893","https://openalex.org/W2081228936","https://openalex.org/W2090568355","https://openalex.org/W2096684749","https://openalex.org/W2101292196","https://openalex.org/W2116199508","https://openalex.org/W2116817443","https://openalex.org/W2122963735","https://openalex.org/W2128026023","https://openalex.org/W2140918013","https://openalex.org/W2156949830","https://openalex.org/W2159694746","https://openalex.org/W2171301064","https://openalex.org/W2287906997","https://openalex.org/W2546037297","https://openalex.org/W2573894086","https://openalex.org/W2945424237","https://openalex.org/W3216762508","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4252778556","https://openalex.org/W2512851574","https://openalex.org/W2518183033","https://openalex.org/W632607340","https://openalex.org/W2349025816","https://openalex.org/W1504394863","https://openalex.org/W186449456","https://openalex.org/W1593330147","https://openalex.org/W3172476228","https://openalex.org/W2141531133"],"abstract_inverted_index":{"ABSTRACT.":[0],"Ambient":[1],"learning":[2,11,44,55,78,103],"is":[3,30,65],"an":[4],"area":[5],"that":[6,71,101],"combines":[7],"mobile":[8],"learning,":[9,41],"situated":[10],"and":[12,23,32,108],"context":[13,26],"awareness,":[14],"where":[15,42],"the":[16,43,50,59,66,77,102,112],"learners":[17,29,64,99],"wish":[18],"to":[19,35,49,75,111],"learn":[20],"anytime,":[21],"anywhere":[22],"anyhow.":[24],"The":[25],"of":[27,40,53,58,61,68,96],"ambient":[28,98],"dynamic":[31,51],"they":[33],"tend":[34],"engage":[36],"in":[37,83],"short":[38],"bursts":[39],"content":[45],"must":[46],"be":[47,73,106],"adapted":[48,110],"nature":[52,178],"their":[54],"needs.":[56],"One":[57],"challenges":[60,187],"supporting":[62],"such":[63],"development":[67],"learner":[69],"models":[70],"could":[72,105],"used":[74],"define":[76],"resources":[79,104],"at":[80],"any":[81],"point":[82],"time.":[84],"In":[85],"this":[86],"paper,":[87],"we":[88],"have":[89],"considered":[90],"stereotype":[91],"modelling":[92,97],"as":[93],"a":[94],"means":[95],"so":[100],"quickly":[107],"efficiently":[109],"learner.":[113],"R\u00c9SUM\u00c9.":[114],"L\u2019apprentissage":[115],"diffus":[116,151,222],"est":[117,152,193],"un":[118,216],"domaine":[119],"qui":[120,169],"combine":[121],"l\u2019apprentissage":[122,124],"mobile,":[123],"situ\u00e9":[125],"et":[126,130,142,154],"l\u2019attention":[127],"au":[128],"contexte,":[129],"o\u00f9":[131,164],"les":[132,202,226],"apprenants":[133,150,192,221],"souhaitent":[134],"apprendre":[135],"\u00e0":[136,157,176,204,232],"n\u2019importe":[137,140,144],"quel":[138],"instant,":[139],"o\u00f9,":[141],"de":[143,160,167,180,190,196,218,223],"quellle":[145],"mani\u00e8re.":[146],"Le":[147],"contexte":[148],"des":[149,186,220],"dynamique":[153,179],"ceux-ci":[155],"tendent":[156],"s\u2019engager":[158],"dans":[159],"courtes":[161],"explosions":[162],"d\u2019apprentissage":[163],"le":[165,194,212],"contenu":[166],"ce":[168,208],"doit":[170,173],"\u00eatre":[171,174,230],"appris":[172],"adapt\u00e9":[175],"la":[177],"leurs":[181],"besoins":[182],"en":[183],"apprentissage.":[184],"Un":[185],"pour":[188,200],"aider":[189],"tels":[191],"d\u00e9veloppement":[195],"mod\u00e8les":[197],"d\u2019apprenants":[198],"utilisables":[199],"d\u00e9finir":[201],"ressources":[203,227],"tout":[205],"instant.":[206],"Dans":[207],"papier":[209],"nous":[210],"consid\u00e9rons":[211],"st\u00e9r\u00e9otype":[213],"model\u00e9":[214],"comme":[215],"moyen":[217],"modeler":[219],"sorte":[224],"que":[225],"d\u2019apprendre":[228],"puissent":[229],"adapt\u00e9es":[231],"l\u2019apprenant.":[233]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}