{"id":"https://openalex.org/W4308222532","doi":"https://doi.org/10.1145/3536221.3556595","title":"Assessing Multimodal Dynamics in Multi-Party Collaborative Interactions with Multi-Level Vector Autoregression","display_name":"Assessing Multimodal Dynamics in Multi-Party Collaborative Interactions with Multi-Level Vector Autoregression","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4308222532","doi":"https://doi.org/10.1145/3536221.3556595"},"language":"en","primary_location":{"id":"doi:10.1145/3536221.3556595","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3556595","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3556595","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3556595","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000602052","display_name":"Robert Moulder","orcid":"https://orcid.org/0000-0001-7504-9560"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert G. Moulder","raw_affiliation_strings":["Institute of Cognitive Science, University of Colorado Boulder, United States"],"raw_orcid":"https://orcid.org/0000-0001-7504-9560","affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Colorado Boulder, United States","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028699253","display_name":"Nicholas D. Duran","orcid":"https://orcid.org/0000-0002-8872-5617"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas D. Duran","raw_affiliation_strings":["School of Social and Behavioral Sciences, Arizona State University, United States"],"raw_orcid":"https://orcid.org/0000-0002-8872-5617","affiliations":[{"raw_affiliation_string":"School of Social and Behavioral Sciences, Arizona State University, United States","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008316506","display_name":"Sidney K. D\u2019Mello","orcid":"https://orcid.org/0000-0003-0347-2807"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidney K. D'Mello","raw_affiliation_strings":["Institute of Cognitive Science, University of Colorado Boulder, United States"],"raw_orcid":"https://orcid.org/0000-0003-0347-2807","affiliations":[{"raw_affiliation_string":"Institute of Cognitive Science, University of Colorado Boulder, United States","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0268,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89083992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"615","last_page":"625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9995999932289124,"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/T13283","display_name":"Mental Health Research Topics","score":0.9995999932289124,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/gaze","display_name":"Gaze","score":0.721405029296875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6743761897087097},{"id":"https://openalex.org/keywords/nonverbal-communication","display_name":"Nonverbal communication","score":0.5163847208023071},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.495807021856308},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.4583127200603485},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43872132897377014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41978058218955994},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40177926421165466},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3697196841239929},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.20516258478164673},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18415144085884094},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10144060850143433},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.09083715081214905}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.721405029296875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743761897087097},{"id":"https://openalex.org/C145633318","wikidata":"https://www.wikidata.org/wiki/Q207125","display_name":"Nonverbal communication","level":2,"score":0.5163847208023071},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.495807021856308},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.4583127200603485},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43872132897377014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41978058218955994},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40177926421165466},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3697196841239929},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.20516258478164673},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18415144085884094},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10144060850143433},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.09083715081214905},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3536221.3556595","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3556595","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3556595","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3536221.3556595","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3536221.3556595","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3536221.3556595","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1150716242","display_name":null,"funder_award_id":"DUE 1745442","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2540517710","display_name":null,"funder_award_id":"DRL-2019805","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4526666642","display_name":null,"funder_award_id":"NSF DUE 1745442","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5283821830","display_name":"AI Institute:  Institute for Student-AI Teaming","funder_award_id":"2019805","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6834602355","display_name":"Collaborative Research: Interpersonal Coordination and Coregulation during Collaborative Problem Solving","funder_award_id":"1745442","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8574498903","display_name":null,"funder_award_id":"DUE 1745442/1660877","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8756094285","display_name":"Collaborative Research: Interpersonal Coordination and Coregulation during Collaborative Problem Solving","funder_award_id":"1660877","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308222532.pdf","grobid_xml":"https://content.openalex.org/works/W4308222532.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W608618074","https://openalex.org/W1487499021","https://openalex.org/W1965914109","https://openalex.org/W1968600824","https://openalex.org/W1975380734","https://openalex.org/W1992739204","https://openalex.org/W2004923029","https://openalex.org/W2005032676","https://openalex.org/W2013844264","https://openalex.org/W2021418345","https://openalex.org/W2024782191","https://openalex.org/W2049607688","https://openalex.org/W2055085205","https://openalex.org/W2070184766","https://openalex.org/W2079753388","https://openalex.org/W2091709504","https://openalex.org/W2097771779","https://openalex.org/W2120476697","https://openalex.org/W2124637492","https://openalex.org/W2136240258","https://openalex.org/W2138266956","https://openalex.org/W2145337444","https://openalex.org/W2146570277","https://openalex.org/W2148745188","https://openalex.org/W2149055390","https://openalex.org/W2149063927","https://openalex.org/W2163783488","https://openalex.org/W2164161677","https://openalex.org/W2169797861","https://openalex.org/W2170016732","https://openalex.org/W2170930673","https://openalex.org/W2171360725","https://openalex.org/W2246878462","https://openalex.org/W2551868103","https://openalex.org/W2552634735","https://openalex.org/W2588883461","https://openalex.org/W2610103451","https://openalex.org/W2774217687","https://openalex.org/W2774528717","https://openalex.org/W2795897604","https://openalex.org/W2806079639","https://openalex.org/W2895774088","https://openalex.org/W2902770810","https://openalex.org/W2962715980","https://openalex.org/W2977306830","https://openalex.org/W2981040244","https://openalex.org/W2991388718","https://openalex.org/W3011043904","https://openalex.org/W3021157092","https://openalex.org/W3024534448","https://openalex.org/W3032531080","https://openalex.org/W3038651407","https://openalex.org/W3044050414","https://openalex.org/W3092538788","https://openalex.org/W3094618205","https://openalex.org/W3100447784","https://openalex.org/W3101282990","https://openalex.org/W3163120888","https://openalex.org/W4225366132","https://openalex.org/W4255755805"],"related_works":["https://openalex.org/W1880689012","https://openalex.org/W3014378845","https://openalex.org/W4240909707","https://openalex.org/W2059546927","https://openalex.org/W3207760378","https://openalex.org/W4386072035","https://openalex.org/W2562758970","https://openalex.org/W2391422698","https://openalex.org/W1986970529","https://openalex.org/W1563178652"],"abstract_inverted_index":{"Multi-level":[0],"vector":[1],"autoregression":[2],"(mlVAR)":[3],"is":[4,124],"a":[5,33,69,146],"recently":[6],"developed":[7],"dynamic":[8],"network":[9],"model":[10],"for":[11,44,145],"assessing":[12],"multimodal":[13,50],"temporal":[14,47],"data":[15],"streams":[16],"derived":[17],"from":[18,61],"multiple":[19],"users":[20,63],"over":[21],"time.":[22],"Importantly,":[23],"mlVAR":[24,43,123],"facilitates":[25],"investigations":[26],"into":[27],"highly":[28],"complex":[29,129,147],"collaborative":[30,71],"interactions":[31],"within":[32],"unified":[34],"framework.":[35],"In":[36],"order":[37],"to":[38,57],"demonstrate":[39],"the":[40,46],"utility":[41],"of":[42,49,115,126,163],"understanding":[45],"dynamics":[48,131],"multi-party":[51],"(MMP)":[52],"interactions,":[53],"we":[54,120],"apply":[55],"it":[56],"9":[58],"signals":[59,76,162],"measured":[60],"201":[62],"(67":[64],"triads)":[65],"who":[66],"engaged":[67],"in":[68],"15-minute":[70],"problem":[72],"solving":[73],"task.":[74],"Measured":[75],"reflect":[77],"participants\u2019":[78],"affective":[79],"states":[80,87,154],"(positive":[81],"valence":[82],"and":[83,90,97,104,107,118,166,170],"negative":[84],"valence),":[85],"physiological":[86],"(skin":[88],"conductance":[89],"heart":[91],"rate),":[92],"attention":[93,165],"(gaze":[94],"fixation":[95],"duration":[96],"gaze":[98,169],"dispersion),":[99],"nonverbal":[100],"communication":[101,109,167],"(head":[102],"acceleration":[103],"facial":[105],"expressiveness),":[106],"verbal":[108],"(speech":[110],"rate).":[111],"Using":[112],"node-level":[113],"metrics":[114],"in-strength,":[116],"out-strength,":[117],"synchrony,":[119],"show":[121],"that":[122],"capable":[125],"teasing":[127],"apart":[128],"role-based":[130],"(controller,":[132],"primary":[133],"contributor,":[134],"or":[135],"secondary":[136],"contributor)":[137],"between":[138,150],"participants.":[139],"Our":[140],"findings":[141],"also":[142],"provide":[143],"evidence":[144],"feedback":[148],"system":[149],"individuals":[151],"where":[152],"internal":[153],"(i.e.,":[155,168],"skin":[156],"conductance)":[157],"are":[158],"influenced":[159],"by":[160],"external":[161],"shared":[164],"speech).":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
