{"id":"https://openalex.org/W2981040244","doi":"https://doi.org/10.1145/3340555.3353748","title":"Modeling Team-level Multimodal Dynamics during Multiparty Collaboration","display_name":"Modeling Team-level Multimodal Dynamics during Multiparty Collaboration","publication_year":2019,"publication_date":"2019-10-14","ids":{"openalex":"https://openalex.org/W2981040244","doi":"https://doi.org/10.1145/3340555.3353748","mag":"2981040244"},"language":"en","primary_location":{"id":"doi:10.1145/3340555.3353748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340555.3353748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031246338","display_name":"Lucca Eloy","orcid":"https://orcid.org/0000-0001-5680-0494"},"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":true,"raw_author_name":"Lucca Eloy","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039512626","display_name":"Angela Stewart","orcid":"https://orcid.org/0000-0002-6004-9266"},"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":"Angela E.B. Stewart","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052232026","display_name":"Mary Jean Amon","orcid":"https://orcid.org/0000-0003-0026-7568"},"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":"Mary Jean Amon","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079629844","display_name":"Caroline Reinhardt","orcid":null},"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":"Caroline Reinhardt","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059132450","display_name":"Amanda Michaels","orcid":"https://orcid.org/0009-0006-7644-5331"},"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":"Amanda Michaels","raw_affiliation_strings":["Arizona State University, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722238","display_name":"Chen Sun","orcid":"https://orcid.org/0000-0002-7575-5091"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Sun","raw_affiliation_strings":["Florida State Univiersity, USA"],"affiliations":[{"raw_affiliation_string":"Florida State Univiersity, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071168106","display_name":"Valerie J. Shute","orcid":"https://orcid.org/0000-0002-9179-017X"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerie Shute","raw_affiliation_strings":["Florida State University, USA"],"affiliations":[{"raw_affiliation_string":"Florida State University, USA","institution_ids":["https://openalex.org/I103163165"]}]},{"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":["Arizona State University, USA"],"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","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 D'Mello","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5031246338"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":null,"apc_paid":null,"fwci":3.6464,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93034826,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"244","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9959999918937683,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9959999918937683,"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/T10970","display_name":"Team Dynamics and Performance","score":0.9890999794006348,"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"}},{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/session","display_name":"Session (web analytics)","score":0.6094470024108887},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.5955274701118469},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5792321562767029},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5680075287818909},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5612558722496033},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.552559494972229},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5125598907470703},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48082029819488525},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34268367290496826},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19487562775611877}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6094470024108887},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.5955274701118469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5792321562767029},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5680075287818909},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5612558722496033},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.552559494972229},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5125598907470703},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48082029819488525},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34268367290496826},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19487562775611877},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3340555.3353748","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340555.3353748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":91,"referenced_works":["https://openalex.org/W25594319","https://openalex.org/W107981781","https://openalex.org/W187535091","https://openalex.org/W197495581","https://openalex.org/W200875903","https://openalex.org/W597866959","https://openalex.org/W640750781","https://openalex.org/W658891451","https://openalex.org/W1004033754","https://openalex.org/W1463266149","https://openalex.org/W1488904891","https://openalex.org/W1498883201","https://openalex.org/W1551289443","https://openalex.org/W1595126664","https://openalex.org/W1596418442","https://openalex.org/W1909424429","https://openalex.org/W1951724000","https://openalex.org/W1963854418","https://openalex.org/W1975911018","https://openalex.org/W1982647516","https://openalex.org/W1990916476","https://openalex.org/W1992606038","https://openalex.org/W1994090818","https://openalex.org/W1994279947","https://openalex.org/W2004710867","https://openalex.org/W2005032676","https://openalex.org/W2023783524","https://openalex.org/W2028702879","https://openalex.org/W2031545757","https://openalex.org/W2034025926","https://openalex.org/W2046921744","https://openalex.org/W2047224078","https://openalex.org/W2053631877","https://openalex.org/W2058895721","https://openalex.org/W2059654473","https://openalex.org/W2071671593","https://openalex.org/W2081681829","https://openalex.org/W2086279678","https://openalex.org/W2090252063","https://openalex.org/W2092309660","https://openalex.org/W2093387217","https://openalex.org/W2100362724","https://openalex.org/W2115417283","https://openalex.org/W2121543743","https://openalex.org/W2124548978","https://openalex.org/W2125970110","https://openalex.org/W2129421456","https://openalex.org/W2133488652","https://openalex.org/W2138266956","https://openalex.org/W2140587702","https://openalex.org/W2143005665","https://openalex.org/W2148542144","https://openalex.org/W2152982945","https://openalex.org/W2154059676","https://openalex.org/W2158973647","https://openalex.org/W2170016732","https://openalex.org/W2170180953","https://openalex.org/W2185653321","https://openalex.org/W2230163670","https://openalex.org/W2239141610","https://openalex.org/W2243841315","https://openalex.org/W2284190574","https://openalex.org/W2288286287","https://openalex.org/W2301969954","https://openalex.org/W2337648743","https://openalex.org/W2472762732","https://openalex.org/W2479189204","https://openalex.org/W2508311197","https://openalex.org/W2548169137","https://openalex.org/W2549023512","https://openalex.org/W2549066128","https://openalex.org/W2551658346","https://openalex.org/W2563987292","https://openalex.org/W2591817157","https://openalex.org/W2610680945","https://openalex.org/W2617573081","https://openalex.org/W2758432130","https://openalex.org/W2783495074","https://openalex.org/W2806079639","https://openalex.org/W2894861209","https://openalex.org/W2895416147","https://openalex.org/W2895776773","https://openalex.org/W2941939584","https://openalex.org/W2963446008","https://openalex.org/W2977306830","https://openalex.org/W3193504637","https://openalex.org/W4231028995","https://openalex.org/W4235739886","https://openalex.org/W4237513721","https://openalex.org/W4245340011","https://openalex.org/W6604468003"],"related_works":["https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W1586784764","https://openalex.org/W4292264782","https://openalex.org/W1559289099","https://openalex.org/W3016450995"],"abstract_inverted_index":{"We":[0,33,63,85,156],"adopt":[1],"a":[2,103,138],"multimodal":[3,23],"approach":[4],"to":[5,21,53,70,169],"investigating":[6],"team":[7],"interactions":[8],"in":[9,58,81,109],"the":[10,118,141,154,163,175],"context":[11],"of":[12,73,79,140,153,159,165],"remote":[13],"collaborative":[14,31,171],"problem":[15,142],"solving":[16,143],"(CPS).":[17],"Our":[18],"goal":[19],"is":[20],"understand":[22],"patterns":[24,72,78,128],"that":[25,87,110,123,167],"emerge":[26],"and":[27,39,134,178],"their":[28],"relation":[29],"with":[30,106],"outcomes.":[32],"measured":[34],"speech":[35],"rate,":[36],"body":[37],"movement,":[38],"galvanic":[40],"skin":[41],"response":[42],"from":[43],"101":[44],"triads":[45],"(303":[46],"participants)":[47],"who":[48],"used":[49],"video":[50],"conferencing":[51],"software":[52],"collaboratively":[54],"solve":[55],"challenging":[56],"levels":[57],"an":[59],"educational":[60],"physics":[61],"game.":[62],"use":[64],"multi-dimensional":[65],"recurrence":[66],"quantification":[67],"analysis":[68],"(MdRQA)":[69],"quantify":[71],"team-level":[74],"regularity,":[75],"or":[76,150],"repeated":[77],"activity":[80],"these":[82],"three":[83],"modalities.":[84],"found":[86],"teams":[88,122],"exhibit":[89],"significant":[90],"regularity":[91],"above":[92],"chance":[93],"baselines.":[94],"Regularity":[95,145],"was":[96],"unaffected":[97],"by":[98,173],"task":[99],"factors.":[100],"but":[101,114],"had":[102],"quadratic":[104],"relationship":[105],"session":[107,119],"time":[108],"it":[111],"initially":[112],"increased":[113],"then":[115],"decreased":[116],"as":[117],"progressed.":[120],"Importantly,":[121],"produce":[124],"more":[125],"varied":[126],"behavioral":[127],"(irregularity)":[129],"reported":[130],"higher":[131],"emotional":[132],"valence":[133],"performed":[135],"better":[136],"on":[137],"subset":[139],"tasks.":[144],"did":[146],"not":[147],"predict":[148],"arousal":[149],"subjective":[151],"perceptions":[152],"collaboration.":[155],"discuss":[157],"implications":[158],"our":[160],"findings":[161],"for":[162],"design":[164],"systems":[166],"aim":[168],"improve":[170],"outcomes":[172],"monitoring":[174],"ongoing":[176],"collaboration":[177],"intervening":[179],"accordingly.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}