{"id":"https://openalex.org/W3196232477","doi":"https://doi.org/10.1007/s12652-021-03437-w","title":"Human emotion modeling (HEM): an interface for IoT systems","display_name":"Human emotion modeling (HEM): an interface for IoT systems","publication_year":2021,"publication_date":"2021-08-22","ids":{"openalex":"https://openalex.org/W3196232477","doi":"https://doi.org/10.1007/s12652-021-03437-w","mag":"3196232477"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-021-03437-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03437-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03437-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03437-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025433575","display_name":"Mohammed R. Elkobaisi","orcid":"https://orcid.org/0000-0002-6745-0298"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Mohammed R. Elkobaisi","raw_affiliation_strings":["Institute for Applied Informatics, Application Engineering, Alpen-Adria University, 9020, Klagenfurt, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6745-0298","affiliations":[{"raw_affiliation_string":"Institute for Applied Informatics, Application Engineering, Alpen-Adria University, 9020, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073646721","display_name":"Fadi Al Machot","orcid":"https://orcid.org/0000-0002-1239-9261"},"institutions":[{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Fadi Al Machot","raw_affiliation_strings":["Faculty of Science and Technology, Norwegian University for Life Science (NMBU), 1430, \u00c5s, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Norwegian University for Life Science (NMBU), 1430, \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025433575"],"corresponding_institution_ids":["https://openalex.org/I4210166741"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":{"value":2690,"currency":"EUR","value_usd":3390},"fwci":1.455,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82143055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":"8","first_page":"4009","last_page":"4017"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8529388308525085},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6847646832466125},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6500295400619507},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6068527698516846},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5878400206565857},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5377552509307861},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5374731421470642},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5364096760749817},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.5181880593299866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38104772567749023},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36164391040802},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21972054243087769},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1108371913433075}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8529388308525085},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6847646832466125},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6500295400619507},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6068527698516846},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5878400206565857},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5377552509307861},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5374731421470642},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5364096760749817},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.5181880593299866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38104772567749023},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36164391040802},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21972054243087769},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1108371913433075},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-021-03437-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03437-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03437-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s12652-021-03437-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12652-021-03437-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12652-021-03437-w.pdf","source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325472","display_name":"Alpen-Adria-Universit\u00e4t Klagenfurt","ror":"https://ror.org/05q9m0937"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196232477.pdf","grobid_xml":"https://content.openalex.org/works/W3196232477.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W108483479","https://openalex.org/W1777859530","https://openalex.org/W1966797434","https://openalex.org/W2068849277","https://openalex.org/W2073547691","https://openalex.org/W2114634760","https://openalex.org/W2116587399","https://openalex.org/W2122283091","https://openalex.org/W2164368909","https://openalex.org/W2217829525","https://openalex.org/W2241447964","https://openalex.org/W2252211299","https://openalex.org/W2294334810","https://openalex.org/W2408388117","https://openalex.org/W2593453770","https://openalex.org/W2786111364","https://openalex.org/W2925429047","https://openalex.org/W2973017221","https://openalex.org/W3004964675","https://openalex.org/W3114849715","https://openalex.org/W3146494253"],"related_works":["https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W4389670110","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W2598865957","https://openalex.org/W1576092969","https://openalex.org/W2028065606"],"abstract_inverted_index":{"Abstract":[0],"The":[1,100],"use":[2],"of":[3,54,135,146,165,177],"IoT-based":[4],"Emotion":[5],"Recognition":[6],"(ER)":[7],"systems":[8],"is":[9,45,59,104],"in":[10,13,33,119,163],"increasing":[11],"demand":[12],"many":[14],"domains":[15],"such":[16,63],"as":[17],"active":[18],"and":[19,25,30,167],"assisted":[20],"living":[21],"(AAL),":[22],"health":[23],"care":[24],"industry.":[26],"Combining":[27],"the":[28,31,39,52,131,136,140,144,147,156,173,178,183],"emotion":[29,93],"context":[32,95],"a":[34,47,55,64,73,78,125],"unified":[35],"system":[36],"could":[37],"enhance":[38],"human":[40,92,97],"support":[41,98,127],"scope,":[42],"but":[43],"it":[44,123],"currently":[46],"challenging":[48],"task":[49],"due":[50],"to":[51,61,90,113,130,153],"lack":[53],"common":[56],"interface":[57],"that":[58,81,155],"capable":[60],"provide":[62],"combination.":[65],"In":[66],"this":[67],"sense,":[68],"we":[69,142,171],"aim":[70],"at":[71,175],"providing":[72],"novel":[74],"approach":[75,103],"based":[76,105],"on":[77,106],"modeling":[79,102,158],"language":[80,159],"can":[82],"be":[83],"used":[84],"even":[85],"by":[86,181],"care-givers":[87],"or":[88],"non-experts":[89],"model":[91,179],"w.r.t.":[94],"for":[96],"services.":[99,189],"proposed":[101,157],"Domain-Specific":[107],"Modeling":[108],"Language":[109],"(DSML)":[110],"which":[111],"helps":[112],"integrate":[114],"different":[115],"IoT":[116,188],"data":[117],"sources":[118],"AAL":[120],"environment.":[121],"Consequently,":[122],"provides":[124],"conceptual":[126],"level":[128],"related":[129],"current":[132],"emotional":[133],"states":[134],"observed":[137],"subject.":[138],"For":[139],"evaluation,":[141],"show":[143],"evaluation":[145],"well-validated":[148],"System":[149],"Usability":[150],"Score":[151],"(SUS)":[152],"prove":[154],"achieves":[160],"high":[161],"performance":[162,174],"terms":[164],"usability":[166],"learn-ability":[168],"metrics.":[169],"Furthermore,":[170],"evaluate":[172],"runtime":[176],"instantiation":[180],"measuring":[182],"execution":[184],"time":[185],"using":[186],"well-known":[187]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
