{"id":"https://openalex.org/W2973351286","doi":"https://doi.org/10.3233/ais-190534","title":"A survey of adaptive context-aware learning environments","display_name":"A survey of adaptive context-aware learning environments","publication_year":2019,"publication_date":"2019-09-12","ids":{"openalex":"https://openalex.org/W2973351286","doi":"https://doi.org/10.3233/ais-190534","mag":"2973351286"},"language":"en","primary_location":{"id":"doi:10.3233/ais-190534","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ais-190534","pdf_url":"https://content.iospress.com:443/download/journal-of-ambient-intelligence-and-smart-environments/ais190534?id=journal-of-ambient-intelligence-and-smart-environments%2Fais190534","source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-ambient-intelligence-and-smart-environments/ais190534?id=journal-of-ambient-intelligence-and-smart-environments%2Fais190534","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018846666","display_name":"Aziz Hasanov","orcid":"https://orcid.org/0000-0002-8782-3469"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Aziz Hasanov","raw_affiliation_strings":["Department of Software, Ajou University, 16499 Suwon, Republic of Korea. E-mails:\u00a0aziz.hasanov.kh@gmail.com,\u00a0tschung@ajou.ac.kr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software, Ajou University, 16499 Suwon, Republic of Korea. E-mails:\u00a0aziz.hasanov.kh@gmail.com,\u00a0tschung@ajou.ac.kr","institution_ids":["https://openalex.org/I57664883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015547865","display_name":"Teemu H. Laine","orcid":"https://orcid.org/0000-0001-5966-992X"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Teemu H. Laine","raw_affiliation_strings":["Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 University of Technology, 93187 Skellefte\u00e5, Sweden. E-mail:\u00a0teemu@ubilife.net"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lule\u00e5 University of Technology, 93187 Skellefte\u00e5, Sweden. E-mail:\u00a0teemu@ubilife.net","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044985062","display_name":"Tae\u2010Sun Chung","orcid":"https://orcid.org/0000-0001-5992-1136"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae-Sun Chung","raw_affiliation_strings":["Department of Software, Ajou University, 16499 Suwon, Republic of Korea. E-mails:\u00a0aziz.hasanov.kh@gmail.com,\u00a0tschung@ajou.ac.kr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software, Ajou University, 16499 Suwon, Republic of Korea. E-mails:\u00a0aziz.hasanov.kh@gmail.com,\u00a0tschung@ajou.ac.kr","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015547865"],"corresponding_institution_ids":["https://openalex.org/I190632392"],"apc_list":null,"apc_paid":null,"fwci":9.2995,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.97925429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"5","first_page":"403","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11370","display_name":"Mobile Learning in Education","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14098","display_name":"Energy Efficiency in Computing","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8340729475021362},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7436336874961853},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6135468482971191},{"id":"https://openalex.org/keywords/context-awareness","display_name":"Context awareness","score":0.6114136576652527},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5379282832145691},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5257467031478882},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.5204068422317505},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5125748515129089},{"id":"https://openalex.org/keywords/ubiquitous-computing","display_name":"Ubiquitous computing","score":0.46015408635139465},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4595687687397003},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3838014602661133},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36707329750061035},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3546714186668396},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07842281460762024}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340729475021362},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7436336874961853},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6135468482971191},{"id":"https://openalex.org/C2781368080","wikidata":"https://www.wikidata.org/wiki/Q501688","display_name":"Context awareness","level":3,"score":0.6114136576652527},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5379282832145691},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5257467031478882},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5204068422317505},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5125748515129089},{"id":"https://openalex.org/C172195944","wikidata":"https://www.wikidata.org/wiki/Q541265","display_name":"Ubiquitous computing","level":2,"score":0.46015408635139465},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4595687687397003},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3838014602661133},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36707329750061035},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3546714186668396},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07842281460762024},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ais-190534","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ais-190534","pdf_url":"https://content.iospress.com:443/download/journal-of-ambient-intelligence-and-smart-environments/ais190534?id=journal-of-ambient-intelligence-and-smart-environments%2Fais190534","source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/ais-190534","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ais-190534","pdf_url":"https://content.iospress.com:443/download/journal-of-ambient-intelligence-and-smart-environments/ais190534?id=journal-of-ambient-intelligence-and-smart-environments%2Fais190534","source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973351286.pdf","grobid_xml":"https://content.openalex.org/works/W2973351286.grobid-xml"},"referenced_works_count":122,"referenced_works":["https://openalex.org/W50487545","https://openalex.org/W89423905","https://openalex.org/W1452699976","https://openalex.org/W1454774440","https://openalex.org/W1491277722","https://openalex.org/W1515007172","https://openalex.org/W1552943823","https://openalex.org/W1574222638","https://openalex.org/W1963372688","https://openalex.org/W1969095221","https://openalex.org/W1970370179","https://openalex.org/W1970691714","https://openalex.org/W1974506500","https://openalex.org/W1979348949","https://openalex.org/W1980620390","https://openalex.org/W1984357113","https://openalex.org/W1985579896","https://openalex.org/W1994776820","https://openalex.org/W1999798506","https://openalex.org/W2002062153","https://openalex.org/W2005501262","https://openalex.org/W2008747572","https://openalex.org/W2020579642","https://openalex.org/W2026169435","https://openalex.org/W2030018023","https://openalex.org/W2032860265","https://openalex.org/W2035264679","https://openalex.org/W2046577541","https://openalex.org/W2050637714","https://openalex.org/W2051098166","https://openalex.org/W2059708448","https://openalex.org/W2064669172","https://openalex.org/W2067361083","https://openalex.org/W2068849277","https://openalex.org/W2069718585","https://openalex.org/W2075143267","https://openalex.org/W2079824060","https://openalex.org/W2081443645","https://openalex.org/W2081936291","https://openalex.org/W2085635703","https://openalex.org/W2087168813","https://openalex.org/W2089387200","https://openalex.org/W2098992993","https://openalex.org/W2105231838","https://openalex.org/W2106956101","https://openalex.org/W2111041495","https://openalex.org/W2112929667","https://openalex.org/W2113032742","https://openalex.org/W2117655204","https://openalex.org/W2122165688","https://openalex.org/W2123471895","https://openalex.org/W2128070164","https://openalex.org/W2128750864","https://openalex.org/W2128875165","https://openalex.org/W2132502321","https://openalex.org/W2136334114","https://openalex.org/W2142225512","https://openalex.org/W2146178281","https://openalex.org/W2149445755","https://openalex.org/W2153441753","https://openalex.org/W2156098321","https://openalex.org/W2162174474","https://openalex.org/W2163239685","https://openalex.org/W2165305424","https://openalex.org/W2165368100","https://openalex.org/W2171038282","https://openalex.org/W2188211881","https://openalex.org/W2240141566","https://openalex.org/W2257534079","https://openalex.org/W2264894308","https://openalex.org/W2309114117","https://openalex.org/W2334652854","https://openalex.org/W2337251837","https://openalex.org/W2344875883","https://openalex.org/W2403049694","https://openalex.org/W2413320545","https://openalex.org/W2464753866","https://openalex.org/W2483525606","https://openalex.org/W2508148179","https://openalex.org/W2532028706","https://openalex.org/W2536188789","https://openalex.org/W2540924292","https://openalex.org/W2551013678","https://openalex.org/W2592478209","https://openalex.org/W2607306166","https://openalex.org/W2616640964","https://openalex.org/W2687843025","https://openalex.org/W2743367545","https://openalex.org/W2746072292","https://openalex.org/W2746137170","https://openalex.org/W2752632622","https://openalex.org/W2754307408","https://openalex.org/W2756779070","https://openalex.org/W2767277120","https://openalex.org/W2768974421","https://openalex.org/W2778673407","https://openalex.org/W2781869656","https://openalex.org/W2783082347","https://openalex.org/W2783374366","https://openalex.org/W2788874253","https://openalex.org/W2790610484","https://openalex.org/W2794495222","https://openalex.org/W2795299975","https://openalex.org/W2798150561","https://openalex.org/W2800452411","https://openalex.org/W2801003678","https://openalex.org/W2804173237","https://openalex.org/W2903438107","https://openalex.org/W2905565974","https://openalex.org/W2906109627","https://openalex.org/W2913293464","https://openalex.org/W2913838929","https://openalex.org/W2919115771","https://openalex.org/W2963425653","https://openalex.org/W3021942713","https://openalex.org/W4294215472","https://openalex.org/W6629817254","https://openalex.org/W6675815368","https://openalex.org/W6681596325","https://openalex.org/W6684449835","https://openalex.org/W6713558217","https://openalex.org/W6728656453"],"related_works":["https://openalex.org/W1553902753","https://openalex.org/W57335507","https://openalex.org/W2057969524","https://openalex.org/W4292139036","https://openalex.org/W2085450850","https://openalex.org/W2039500599","https://openalex.org/W4243767044","https://openalex.org/W2527060703","https://openalex.org/W1586513487","https://openalex.org/W2029232586"],"abstract_inverted_index":{"Adaptive":[0],"context-aware":[1,226],"learning":[2,12,34],"environments":[3],"(ACALEs)":[4],"can":[5,32,212],"detect":[6],"the":[7,16,54,63,81,97,108,116,123,135,139,146,156,173,198,206],"learner's":[8,140],"context":[9,126,130,181],"and":[10,22,60,90,151,176,220,225],"adapt":[11],"materials":[13],"to":[14,216,221],"match":[15],"context.":[17],"The":[18,94],"support":[19],"for":[20,189,202],"context-awareness":[21],"adaptation":[23,59,144,149],"is":[24,122,145,155],"essential":[25],"in":[26,62,170,205],"these":[27],"systems":[28],"so":[29],"that":[30,85],"they":[31,45,50],"make":[33],"contextually":[35],"relevant.":[36],"Previously,":[37],"several":[38,186],"related":[39],"surveys":[40],"have":[41],"been":[42],"conducted,":[43],"but":[44],"are":[46,107,115],"either":[47],"outdated":[48],"or":[49,138],"do":[51],"not":[52],"consider":[53],"important":[55],"aspects":[56,192],"of":[57,65,96,180,193,214,223],"context-awareness,":[58],"pedagogy":[61],"domain":[64],"ACALEs.":[66,194],"To":[67],"alleviate":[68],"this,":[69],"a":[70,164,178],"comprehensive":[71],"literature":[72],"search":[73],"on":[74,167,197],"ACALEs":[75,171],"was":[76],"first":[77],"performed.":[78],"After":[79],"filtering":[80],"results,":[82,200],"53":[83],"studies":[84],"were":[86,92,208],"published":[87],"between":[88],"2010":[89],"2018":[91],"analyzed.":[93],"highlights":[95],"results":[98,211],"are:":[99],"(i)":[100],"mobile":[101,104],"devices":[102],"(PDAs,":[103],"phones,":[105],"smartphones)":[106],"most":[109,117,124,147,157],"common":[110,118,125,158],"client":[111],"types,":[112],"(ii)":[113],"RFID/NFC":[114],"sensors,":[119],"(iii)":[120],"ontology":[121],"modeling":[127],"approach,":[128],"(iv)":[129],"data":[131],"typically":[132],"originates":[133],"from":[134],"learner":[136],"profile":[137],"location,":[141],"(v)":[142],"rule-based":[143],"used":[148],"mechanism,":[150],"(vi)":[152],"informative":[153],"feedback":[154,159],"type.":[160],"Additionally,":[161],"we":[162],"conducted":[163],"trend":[165],"analysis":[166],"technology":[168,218],"usage":[169],"throughout":[172],"covered":[174],"timespan,":[175],"proposed":[177],"taxonomy":[179],"categories":[182],"as":[183,185],"well":[184],"other":[187],"taxonomies":[188],"describing":[190],"various":[191],"Finally,":[195],"based":[196],"survey":[199],"directions":[201],"future":[203],"research":[204],"field":[207],"given.":[209],"These":[210],"be":[213],"interest":[215],"educational":[217],"researchers":[219],"developers":[222],"adaptive":[224],"applications.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}