{"id":"https://openalex.org/W4319781841","doi":"https://doi.org/10.1109/tlt.2023.3243210","title":"Multisensory Interaction and Analytics to Enhance Smart Learning Environments: A Systematic Literature Review","display_name":"Multisensory Interaction and Analytics to Enhance Smart Learning Environments: A Systematic Literature Review","publication_year":2023,"publication_date":"2023-02-08","ids":{"openalex":"https://openalex.org/W4319781841","doi":"https://doi.org/10.1109/tlt.2023.3243210"},"language":"en","primary_location":{"id":"doi:10.1109/tlt.2023.3243210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2023.3243210","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/4620077/10040904.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4620076/4620077/10040904.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006088698","display_name":"Giulia Cosentino","orcid":"https://orcid.org/0000-0001-7569-1019"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Giulia Cosentino","raw_affiliation_strings":["Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029977269","display_name":"Michail N. Giannakos","orcid":"https://orcid.org/0000-0002-8016-6208"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Michail Giannakos","raw_affiliation_strings":["Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006088698"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":6.8798,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.97252008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"3","first_page":"414","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9897000193595886,"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":0.9897000193595886,"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/T10162","display_name":"Online and Blended Learning","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9588000178337097,"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/affordance","display_name":"Affordance","score":0.8278098106384277},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8060353994369507},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6413539052009583},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6295682191848755},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5945650339126587},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5026099681854248},{"id":"https://openalex.org/keywords/interconnectivity","display_name":"Interconnectivity","score":0.5017971992492676},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45224037766456604},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4443170428276062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3222936987876892}],"concepts":[{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.8278098106384277},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8060353994369507},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6413539052009583},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6295682191848755},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5945650339126587},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5026099681854248},{"id":"https://openalex.org/C25516864","wikidata":"https://www.wikidata.org/wiki/Q1665949","display_name":"Interconnectivity","level":2,"score":0.5017971992492676},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45224037766456604},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4443170428276062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3222936987876892},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tlt.2023.3243210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2023.3243210","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/4620077/10040904.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tlt.2023.3243210","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tlt.2023.3243210","pdf_url":"https://ieeexplore.ieee.org/ielx7/4620076/4620077/10040904.pdf","source":{"id":"https://openalex.org/S130363450","display_name":"IEEE Transactions on Learning Technologies","issn_l":"1939-1382","issn":["1939-1382","2372-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Learning Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319781841.pdf","grobid_xml":"https://content.openalex.org/works/W4319781841.grobid-xml"},"referenced_works_count":110,"referenced_works":["https://openalex.org/W77825124","https://openalex.org/W1503703342","https://openalex.org/W1539082606","https://openalex.org/W1547553826","https://openalex.org/W1579067859","https://openalex.org/W1753385428","https://openalex.org/W1920715936","https://openalex.org/W1967578950","https://openalex.org/W1972815320","https://openalex.org/W1975675278","https://openalex.org/W2019686359","https://openalex.org/W2020145237","https://openalex.org/W2020433545","https://openalex.org/W2055010244","https://openalex.org/W2058646341","https://openalex.org/W2059216172","https://openalex.org/W2073501500","https://openalex.org/W2096603021","https://openalex.org/W2097831985","https://openalex.org/W2102243141","https://openalex.org/W2116482014","https://openalex.org/W2126456671","https://openalex.org/W2127840957","https://openalex.org/W2134582404","https://openalex.org/W2146118823","https://openalex.org/W2147454772","https://openalex.org/W2149759459","https://openalex.org/W2160163729","https://openalex.org/W2160674808","https://openalex.org/W2162700863","https://openalex.org/W2166827970","https://openalex.org/W2168811232","https://openalex.org/W2171038282","https://openalex.org/W2186797923","https://openalex.org/W2208651435","https://openalex.org/W2252387133","https://openalex.org/W2284003576","https://openalex.org/W2303392718","https://openalex.org/W2346937567","https://openalex.org/W2518247734","https://openalex.org/W2520384474","https://openalex.org/W2530938597","https://openalex.org/W2538738044","https://openalex.org/W2538759658","https://openalex.org/W2549048841","https://openalex.org/W2586885782","https://openalex.org/W2593401995","https://openalex.org/W2610712040","https://openalex.org/W2611226496","https://openalex.org/W2617160850","https://openalex.org/W2624479784","https://openalex.org/W2684774892","https://openalex.org/W2696901541","https://openalex.org/W2762885080","https://openalex.org/W2768469156","https://openalex.org/W2779668331","https://openalex.org/W2781700195","https://openalex.org/W2790340646","https://openalex.org/W2793185901","https://openalex.org/W2795966630","https://openalex.org/W2796128816","https://openalex.org/W2800751464","https://openalex.org/W2803888128","https://openalex.org/W2804999849","https://openalex.org/W2886521854","https://openalex.org/W2890544186","https://openalex.org/W2896455170","https://openalex.org/W2901283892","https://openalex.org/W2901424145","https://openalex.org/W2901687627","https://openalex.org/W2932568222","https://openalex.org/W2940793522","https://openalex.org/W2943400652","https://openalex.org/W2944432432","https://openalex.org/W2952696298","https://openalex.org/W2953986257","https://openalex.org/W2954939938","https://openalex.org/W2964523010","https://openalex.org/W2965758769","https://openalex.org/W2969499253","https://openalex.org/W3017863658","https://openalex.org/W3029221489","https://openalex.org/W3030243659","https://openalex.org/W3031977835","https://openalex.org/W3032697306","https://openalex.org/W3037074918","https://openalex.org/W3038141818","https://openalex.org/W3041285464","https://openalex.org/W3045563946","https://openalex.org/W3046090708","https://openalex.org/W3047544760","https://openalex.org/W3047615248","https://openalex.org/W3091856797","https://openalex.org/W3095250048","https://openalex.org/W3126459840","https://openalex.org/W3137343160","https://openalex.org/W3149853082","https://openalex.org/W3200001936","https://openalex.org/W4200563927","https://openalex.org/W4206133795","https://openalex.org/W4207080651","https://openalex.org/W4210764005","https://openalex.org/W4225082850","https://openalex.org/W4244539133","https://openalex.org/W4312514739","https://openalex.org/W4312639116","https://openalex.org/W6650187484","https://openalex.org/W6683502417","https://openalex.org/W6684309535","https://openalex.org/W6758182040"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2768832457","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":{"Smart":[0],"learning":[1,51,157],"environments":[2],"(SLEs)":[3],"leverage":[4],"technological":[5],"developments":[6],"to":[7,22,42,65],"enable":[8,40],"effective,":[9],"engaging":[10],"and":[11,18,24,49,60,97,105,118,128,140,142,158],"personalized":[12],"learning.":[13],"SLEs":[14,32],"rely":[15],"on":[16,93],"sensor":[17],"advanced":[19],"interconnectivity":[20],"capabilities":[21],"infer":[23],"reason.":[25],"A":[26],"natural":[27],"set":[28],"of":[29,35,46,57,68,75,88,107,114,126,150],"affordances":[30,139],"for":[31,146],"are":[33],"those":[34,134],"Multisensory":[36],"Environments":[37],"(MSEs).":[38],"MSEs":[39,70],"humans":[41],"make":[43],"full":[44],"use":[45,104],"their":[47],"senses":[48],"equip":[50],"systems":[52],"with":[53],"new":[54],"information,":[55],"methods":[56],"information":[58],"exchange,":[59],"intelligent":[61],"capabilities.":[62],"In":[63],"addition":[64],"novel":[66,73],"forms":[67,74],"interaction,":[69],"also":[71],"offer":[72],"\u201clearner":[76],"traces\u201d":[77],"through":[78],"Multimodal":[79],"Learning":[80],"Analytics":[81],"(MMLA).":[82],"This":[83],"paper":[84],"presents":[85],"the":[86,98,103,112,120,124,144],"results":[87],"a":[89],"systematic":[90],"literature":[91],"review":[92],"how":[94,133,151],"multisensory":[95],"interactions":[96,127],"respective":[99],"analytics":[100,129],"can":[101,136,155],"support":[102,137,156],"design":[106],"SLEs.":[108],"The":[109],"findings":[110],"from":[111],"analysis":[113],"33":[115],"papers":[116],"synthesize":[117],"clarify":[119],"latest":[121],"advancements":[122,135],"in":[123,130],"intersection":[125],"MSEs,":[131],"discuss":[132],"SLEs'":[138],"uses,":[141],"pave":[143],"way":[145],"improving":[147],"our":[148],"understanding":[149],"various":[152],"interaction":[153],"modalities":[154],"under":[159],"what":[160],"conditions.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":8}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
