{"id":"https://openalex.org/W3215248460","doi":"https://doi.org/10.1007/s40593-021-00281-z","title":"Keep Me in the Loop: Real-Time Feedback with Multimodal Data","display_name":"Keep Me in the Loop: Real-Time Feedback with Multimodal Data","publication_year":2021,"publication_date":"2021-11-18","ids":{"openalex":"https://openalex.org/W3215248460","doi":"https://doi.org/10.1007/s40593-021-00281-z","mag":"3215248460"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-021-00281-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00281-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00281-z.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00281-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089555754","display_name":"Daniele Di Mitri","orcid":"https://orcid.org/0000-0002-9331-6893"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniele Di Mitri","raw_affiliation_strings":["DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210138519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057829024","display_name":"J\u00e1n Schneider","orcid":"https://orcid.org/0000-0001-8578-6409"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Schneider","raw_affiliation_strings":["DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210138519"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027722484","display_name":"Hendrik Drachsler","orcid":"https://orcid.org/0000-0001-8407-5314"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]},{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Hendrik Drachsler","raw_affiliation_strings":["DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany","Open University of The Netherlands, Valkenburgerweg 177, 6419 AT, Heerlen, Netherlands"],"affiliations":[{"raw_affiliation_string":"DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I4210138519"]},{"raw_affiliation_string":"Open University of The Netherlands, Valkenburgerweg 177, 6419 AT, Heerlen, Netherlands","institution_ids":["https://openalex.org/I7876267"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089555754"],"corresponding_institution_ids":["https://openalex.org/I4210138519"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":4.8617,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.96002012,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"32","issue":"4","first_page":"1093","last_page":"1118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.9081228375434875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7153249979019165},{"id":"https://openalex.org/keywords/audio-feedback","display_name":"Audio feedback","score":0.5641451478004456},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4528743028640747},{"id":"https://openalex.org/keywords/mistake","display_name":"Mistake","score":0.44828853011131287},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41146671772003174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4097694158554077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3408694863319397},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10301434993743896}],"concepts":[{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.9081228375434875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7153249979019165},{"id":"https://openalex.org/C38956757","wikidata":"https://www.wikidata.org/wiki/Q716215","display_name":"Audio feedback","level":2,"score":0.5641451478004456},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4528743028640747},{"id":"https://openalex.org/C2777179996","wikidata":"https://www.wikidata.org/wiki/Q911222","display_name":"Mistake","level":2,"score":0.44828853011131287},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41146671772003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4097694158554077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3408694863319397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10301434993743896},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s40593-021-00281-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00281-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00281-z.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},{"id":"pmh:oai:www.pedocs.de-opus:26407","is_oa":true,"landing_page_url":"https://www.pedocs.de/volltexte/2023/26407/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400679","display_name":"Pedocs (German Institute for International Educational Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210138519","host_organization_name":"DIPF | Leibniz Institute for Research and Information in Education","host_organization_lineage":["https://openalex.org/I4210138519"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International journal of artificial intelligence in education 32 (2022) 4, S. 1093-1118","raw_type":" Article"},{"id":"pmh:ou:oai:research.ou.nl:publications/bfcb3e38-092f-4a33-a811-1d604ec9cdd7","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/bfcb3e38-092f-4a33-a811-1d604ec9cdd7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Artificial Intelligence in Education, 32, 1093 - 1118. Springer","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.25657/02:26407","is_oa":true,"landing_page_url":"https://doi.org/10.25657/02:26407","pdf_url":null,"source":{"id":"https://openalex.org/S7407052090","display_name":"Frankfurter Forschungsbibliothek","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1007/s40593-021-00281-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-021-00281-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40593-021-00281-z.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4549208650","display_name":null,"funder_award_id":"SafePAT, Interreg Euregion Meuse-Rhine project SafePAT","funder_id":"https://openalex.org/F4320337753","funder_display_name":"Interreg"}],"funders":[{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215248460.pdf","grobid_xml":"https://content.openalex.org/works/W3215248460.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1823967723","https://openalex.org/W1915921740","https://openalex.org/W1929610448","https://openalex.org/W1985867508","https://openalex.org/W2064675550","https://openalex.org/W2123169053","https://openalex.org/W2162764535","https://openalex.org/W2178882079","https://openalex.org/W2187873394","https://openalex.org/W2296461561","https://openalex.org/W2520384474","https://openalex.org/W2530938597","https://openalex.org/W2768894393","https://openalex.org/W2793185901","https://openalex.org/W2793197442","https://openalex.org/W2803274219","https://openalex.org/W2884451679","https://openalex.org/W2885554185","https://openalex.org/W2886041267","https://openalex.org/W2914313936","https://openalex.org/W2916734143","https://openalex.org/W2917939217","https://openalex.org/W2933627812","https://openalex.org/W2941741019","https://openalex.org/W2947760526","https://openalex.org/W2949840189","https://openalex.org/W2950663090","https://openalex.org/W2953157000","https://openalex.org/W2953356245","https://openalex.org/W2955915380","https://openalex.org/W2957218419","https://openalex.org/W2964903830","https://openalex.org/W2969258835","https://openalex.org/W2972559661","https://openalex.org/W2994316879","https://openalex.org/W3003358736","https://openalex.org/W3011335742","https://openalex.org/W3029221489","https://openalex.org/W3038457816","https://openalex.org/W3039470340","https://openalex.org/W3044050414","https://openalex.org/W3046090708","https://openalex.org/W3080113612","https://openalex.org/W3097087637","https://openalex.org/W3157575394","https://openalex.org/W3158648206","https://openalex.org/W4211225190","https://openalex.org/W4237497396","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1590719878","https://openalex.org/W4244271513","https://openalex.org/W4376622330","https://openalex.org/W2365974527","https://openalex.org/W4306382224","https://openalex.org/W1561425952","https://openalex.org/W2496555895","https://openalex.org/W4226517682","https://openalex.org/W3108263396","https://openalex.org/W1498719563"],"abstract_inverted_index":{"Abstract":[0],"This":[1,168],"paper":[2,169],"describes":[3],"the":[4,34,37,68,76,82,90,104,107,111,130,134,171,180,183,188,194],"CPR":[5,18,28,43,69,83,91,108,126,166,184],"Tutor,":[6],"a":[7,54,96,118,147,159,174],"real-time":[8,51,137,152,163],"multimodal":[9,55,138,155],"feedback":[10,73,115,153,164,186],"system":[11],"for":[12,150,165],"cardiopulmonary":[13],"resuscitation":[14],"(CPR)":[15],"training.":[16,167],"The":[17,27,85,125],"Tutor":[19,29,70,92,109,127,185],"detects":[20,47],"training":[21,48],"mistakes":[22,49,79],"using":[23,95,154],"recurrent":[24],"neural":[25],"networks.":[26],"automatically":[30],"recognises":[31],"and":[32,61,80,110,157,191],"assesses":[33],"quality":[35],"of":[36,59,89,106,113,133,136,173,182],"chest":[38],"compressions":[39],"according":[40],"to":[41,74],"five":[42],"performance":[44,189],"indicators.":[45],"It":[46],"in":[50,117],"by":[52,140,177],"analysing":[53,193],"data":[56,156],"stream":[57],"consisting":[58],"kinematic":[60],"electromyographic":[62],"data.":[63],"Based":[64],"on":[65,162,187],"this":[66],"assessment,":[67],"provides":[71],"audio":[72],"correct":[75],"most":[77],"critical":[78],"improve":[81],"performance.":[84],"mistake":[86],"detection":[87],"models":[88],"were":[93],"trained":[94],"dataset":[97],"from":[98],"10":[99,123],"experts.":[100],"Hence,":[101],"we":[102],"tested":[103],"validity":[105],"impact":[112,181],"its":[114],"functionality":[116],"user":[119],"study":[120,161,176],"involving":[121],"additional":[122],"participants.":[124],"pushes":[128],"forward":[129],"current":[131],"state":[132],"art":[135],"tutors":[139],"providing:":[141],"(1)":[142],"an":[143],"architecture":[144],"design,":[145],"(2)":[146],"methodological":[148],"approach":[149],"delivering":[151],"(3)":[158],"field":[160,175],"details":[170],"results":[172],"quantitatively":[178],"measuring":[179],"indicators":[190],"qualitatively":[192],"participants\u2019":[195],"questionnaire":[196],"answers.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
