{"id":"https://openalex.org/W4415256635","doi":"https://doi.org/10.1145/3757498","title":"Predicting and Understanding Turn-Taking Behavior in Open-Ended Group Activities in Virtual Reality","display_name":"Predicting and Understanding Turn-Taking Behavior in Open-Ended Group Activities in Virtual Reality","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415256635","doi":"https://doi.org/10.1145/3757498"},"language":"en","primary_location":{"id":"doi:10.1145/3757498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757498","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-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/A5016391037","display_name":"Portia Wang","orcid":"https://orcid.org/0000-0003-1704-5718"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Portia Wang","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039475274","display_name":"Eugy Han","orcid":"https://orcid.org/0000-0002-1066-6186"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugy Han","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083226965","display_name":"Anna Carolina Muller Queiroz","orcid":"https://orcid.org/0000-0003-1032-1628"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna C.M. Queiroz","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075301134","display_name":"Cyan DeVeaux","orcid":"https://orcid.org/0000-0003-2655-9841"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cyan DeVeaux","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084294553","display_name":"Jeremy N. Bailenson","orcid":"https://orcid.org/0000-0003-2813-3297"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy N. Bailenson","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016391037"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":2.406,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90862924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"9","issue":"7","first_page":"1","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9973999857902527,"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/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9973999857902527,"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/T10383","display_name":"Language, Discourse, Communication Strategies","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.9887999892234802,"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/virtual-reality","display_name":"Virtual reality","score":0.609000027179718},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.42399999499320984},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.41760000586509705},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"Social dynamics","score":0.36649999022483826},{"id":"https://openalex.org/keywords/social-group","display_name":"Social group","score":0.36329999566078186},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.3573000133037567},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.32580000162124634}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.609000027179718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839999914169312},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5706999897956848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42489999532699585},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.41760000586509705},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C180872759","wikidata":"https://www.wikidata.org/wiki/Q874405","display_name":"Social group","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35929998755455017},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3578999936580658},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C111370547","wikidata":"https://www.wikidata.org/wiki/Q7451120","display_name":"Sensory cue","level":2,"score":0.3158000111579895},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26739999651908875},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.25999999046325684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757498","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W1979531823","https://openalex.org/W1981458319","https://openalex.org/W1994230319","https://openalex.org/W1998025025","https://openalex.org/W2015111784","https://openalex.org/W2017773694","https://openalex.org/W2040339002","https://openalex.org/W2051033444","https://openalex.org/W2057541765","https://openalex.org/W2067360832","https://openalex.org/W2078392229","https://openalex.org/W2087985697","https://openalex.org/W2107026277","https://openalex.org/W2114528521","https://openalex.org/W2140910804","https://openalex.org/W2141666434","https://openalex.org/W2152063651","https://openalex.org/W2162090451","https://openalex.org/W2223048051","https://openalex.org/W2292850062","https://openalex.org/W2344606075","https://openalex.org/W2399858921","https://openalex.org/W2486828091","https://openalex.org/W2510913895","https://openalex.org/W2547390253","https://openalex.org/W2602458379","https://openalex.org/W2611864304","https://openalex.org/W2766203165","https://openalex.org/W2795574155","https://openalex.org/W2889302534","https://openalex.org/W2899164549","https://openalex.org/W2899709899","https://openalex.org/W2902135653","https://openalex.org/W2907492528","https://openalex.org/W2974349300","https://openalex.org/W2979237509","https://openalex.org/W2980956911","https://openalex.org/W2983014237","https://openalex.org/W2986673834","https://openalex.org/W2997591727","https://openalex.org/W3010266536","https://openalex.org/W3012607067","https://openalex.org/W3037936247","https://openalex.org/W3092961702","https://openalex.org/W3094021089","https://openalex.org/W3094372720","https://openalex.org/W3094385582","https://openalex.org/W3094568622","https://openalex.org/W3095657875","https://openalex.org/W3096570784","https://openalex.org/W3105203071","https://openalex.org/W3110334268","https://openalex.org/W3119049223","https://openalex.org/W3119894974","https://openalex.org/W3143450176","https://openalex.org/W3154814779","https://openalex.org/W3160976423","https://openalex.org/W3163357023","https://openalex.org/W3183463833","https://openalex.org/W3200787306","https://openalex.org/W3207160936","https://openalex.org/W3207177131","https://openalex.org/W3209980895","https://openalex.org/W3215929082","https://openalex.org/W4210888212","https://openalex.org/W4224238047","https://openalex.org/W4225011203","https://openalex.org/W4226254605","https://openalex.org/W4240651154","https://openalex.org/W4248027663","https://openalex.org/W4288076433","https://openalex.org/W4294068729","https://openalex.org/W4309617396","https://openalex.org/W4313706441","https://openalex.org/W4323338550","https://openalex.org/W4361003995","https://openalex.org/W4366549959","https://openalex.org/W4367662700","https://openalex.org/W4367662795","https://openalex.org/W4367662899","https://openalex.org/W4376123606","https://openalex.org/W4386708100","https://openalex.org/W4387344793","https://openalex.org/W4387421683","https://openalex.org/W4387606051","https://openalex.org/W4390442266","https://openalex.org/W4390668961","https://openalex.org/W4390911892","https://openalex.org/W4392247447","https://openalex.org/W4392986355","https://openalex.org/W4396224955","https://openalex.org/W4396827140","https://openalex.org/W4399071150","https://openalex.org/W4399200099"],"related_works":[],"abstract_inverted_index":{"In":[0,70,109,141],"networked":[1],"virtual":[2,65],"reality":[3],"(VR),":[4],"user":[5],"behaviors,":[6,20],"individual":[7],"differences,":[8],"and":[9,29,39,48,63,98,136,174,177,185,214,217,228],"group":[10,148,163],"dynamics":[11,83],"can":[12],"serve":[13],"as":[14,22,207],"important":[15],"signals":[16],"for":[17,51],"future":[18],"speech":[19,161],"such":[21],"who":[23],"the":[24,30,116,126,133,158,167,172,175,222,232],"next":[25],"speaker":[26],"will":[27],"be":[28],"timing":[31],"of":[32,95,101,121,138,231],"turn-taking":[33,75,139],"behaviors.":[34,69,140],"The":[35],"ability":[36],"to":[37,45],"predict":[38,74],"understand":[40],"these":[41,143,197],"behaviors":[42,76],"offers":[43],"opportunities":[44],"provide":[46],"adaptive":[47],"personalized":[49],"assistance,":[50],"example":[52],"helping":[53],"users":[54],"with":[55,67,119,215],"varying":[56],"sensory":[57],"abilities":[58],"navigate":[59],"complex":[60],"social":[61,82,103,204],"scenes":[62],"instantiating":[64],"moderators":[66],"natural":[68],"this":[71],"work,":[72],"we":[73,145],"using":[77],"features":[78,198],"extracted":[79],"based":[80],"on":[81],"literature.":[84],"We":[85,225],"discuss":[86,226],"results":[87],"from":[88],"a":[89],"large-scale":[90],"VR":[91,205],"classroom":[92],"dataset":[93],"consisting":[94],"77":[96],"sessions":[97],"1660":[99],"minutes":[100],"small-group":[102],"interactions":[104],"collected":[105],"over":[106,212],"four":[107],"weeks.":[108],"our":[110],"evaluation,":[111],"gradient":[112],"boosting":[113],"classifiers":[114],"achieved":[115],"best":[117],"performance,":[118],"accuracies":[120],"0.71-0.78":[122],"AUC":[123],"(area":[124],"under":[125],"ROC":[127],"curve)":[128],"across":[129],"three":[130],"tasks":[131],"concerning":[132],"''what'',":[134],"''who'',":[135],"''when''":[137],"interpreting":[142],"models,":[144],"found":[146],"that":[147,196],"size,":[149],"listener":[150,176],"personality,":[151],"speech-related":[152],"behavior":[153],"(e.g.,":[154,166],"time":[155,213],"elapsed":[156],"since":[157],"listener's":[159],"last":[160],"event),":[162],"visual":[164],"attention":[165],"group's":[168],"head":[169,180,182],"orientation":[170],"towards":[171],"speaker),":[173],"previous":[178],"speaker's":[179],"pitch,":[181],"y-axis":[183,188],"position,":[184],"left":[186],"hand":[187],"position":[189],"more":[190],"saliently":[191],"influenced":[192],"predictions.":[193],"Results":[194],"suggested":[195],"remain":[199],"reliable":[200],"indicators":[201],"in":[202,221],"novel":[203],"settings,":[206],"prediction":[208],"performance":[209],"is":[210],"robust":[211],"groups":[216],"activities":[218],"not":[219],"used":[220],"training":[223],"dataset.":[224],"theoretical":[227],"practical":[229],"implications":[230],"work.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-22T00:00:00"}