{"id":"https://openalex.org/W2895416147","doi":"https://doi.org/10.1145/3242969.3243027","title":"Predicting Group Performance in Task-Based Interaction","display_name":"Predicting Group Performance in Task-Based Interaction","publication_year":2018,"publication_date":"2018-10-02","ids":{"openalex":"https://openalex.org/W2895416147","doi":"https://doi.org/10.1145/3242969.3243027","mag":"2895416147"},"language":"en","primary_location":{"id":"doi:10.1145/3242969.3243027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242969.3243027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/266587","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003561083","display_name":"Gabriel Murray","orcid":"https://orcid.org/0000-0003-2233-6288"},"institutions":[{"id":"https://openalex.org/I170606269","display_name":"University of the Fraser Valley","ror":"https://ror.org/04h6w7946","country_code":"CA","type":"education","lineage":["https://openalex.org/I170606269"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Gabriel Murray","raw_affiliation_strings":["University of the Fraser Valley, Abbotsford, BC, Canada"],"affiliations":[{"raw_affiliation_string":"University of the Fraser Valley, Abbotsford, BC, Canada","institution_ids":["https://openalex.org/I170606269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013731783","display_name":"Catharine Oertel","orcid":"https://orcid.org/0000-0002-8273-0132"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Catharine Oertel","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003561083"],"corresponding_institution_ids":["https://openalex.org/I170606269"],"apc_list":null,"apc_paid":null,"fwci":3.5834,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94329953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"14","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10970","display_name":"Team Dynamics and Performance","score":0.9958999752998352,"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/T12593","display_name":"Communication in Education and Healthcare","score":0.9930999875068665,"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/computer-science","display_name":"Computer science","score":0.7415416836738586},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7354923486709595},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7103891372680664},{"id":"https://openalex.org/keywords/prosody","display_name":"Prosody","score":0.7070862054824829},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5767752528190613},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5293802618980408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49253448843955994},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49127429723739624},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.4607125222682953},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4467499852180481},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4459651708602905},{"id":"https://openalex.org/keywords/deep-linguistic-processing","display_name":"Deep linguistic processing","score":0.4227150082588196},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11097219586372375},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08667910099029541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415416836738586},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7354923486709595},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7103891372680664},{"id":"https://openalex.org/C542774811","wikidata":"https://www.wikidata.org/wiki/Q10880526","display_name":"Prosody","level":2,"score":0.7070862054824829},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5767752528190613},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5293802618980408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49253448843955994},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49127429723739624},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.4607125222682953},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4467499852180481},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4459651708602905},{"id":"https://openalex.org/C64249296","wikidata":"https://www.wikidata.org/wiki/Q5250411","display_name":"Deep linguistic processing","level":2,"score":0.4227150082588196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11097219586372375},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08667910099029541},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3242969.3243027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242969.3243027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Multimodal Interaction","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:266587","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/266587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:266587","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/266587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.550000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W41740415","https://openalex.org/W1975096659","https://openalex.org/W1977402675","https://openalex.org/W1991095634","https://openalex.org/W1997161938","https://openalex.org/W2000221426","https://openalex.org/W2009658355","https://openalex.org/W2015752089","https://openalex.org/W2067360832","https://openalex.org/W2084046180","https://openalex.org/W2090777335","https://openalex.org/W2092196438","https://openalex.org/W2092309660","https://openalex.org/W2096598450","https://openalex.org/W2115795341","https://openalex.org/W2120354757","https://openalex.org/W2125336414","https://openalex.org/W2134816404","https://openalex.org/W2158192499","https://openalex.org/W2159012497","https://openalex.org/W2161822366","https://openalex.org/W2170240176","https://openalex.org/W2301969954","https://openalex.org/W2399849101","https://openalex.org/W2509333911","https://openalex.org/W2548195070","https://openalex.org/W2549023512","https://openalex.org/W2564880510","https://openalex.org/W2775795276"],"related_works":["https://openalex.org/W1968552888","https://openalex.org/W1527532029","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2772323916","https://openalex.org/W2281307425","https://openalex.org/W1511346092","https://openalex.org/W2042629889"],"abstract_inverted_index":{"We":[0],"address":[1],"the":[2,17,26,34,73],"problem":[3],"of":[4,60,102,120],"automatically":[5],"predicting":[6,66],"group":[7,18,67],"performance":[8,91],"on":[9,40,46,92],"a":[10,98,114,130],"task,":[11],"using":[12,110],"multimodal":[13],"features":[14,23,31,48,59,85],"derived":[15,32],"from":[16,25,33],"conversation.":[19],"These":[20],"include":[21],"acoustic":[22,80],"extracted":[24],"speech":[27],"signal,":[28],"and":[29,53,79,82,113],"linguistic":[30,61,78,84],"conversation":[35],"transcripts.":[36],"Because":[37,95],"much":[38],"work":[39],"social":[41],"signal":[42],"processing":[43],"has":[44],"focused":[45],"nonverbal":[47],"such":[49],"as":[50],"voice":[51],"prosody":[52],"gestures,":[54],"we":[55,106],"explicitly":[56],"investigate":[57],"whether":[58],"content":[62],"are":[63],"useful":[64],"for":[65],"performance.":[68],"The":[69],"conclusion":[70],"is":[71,97],"that":[72,83],"best-performing":[74],"models":[75],"utilize":[76],"both":[77,119],"features,":[81],"alone":[86],"can":[87],"also":[88],"yield":[89,122],"good":[90],"this":[93],"task.":[94],"there":[96],"relatively":[99],"small":[100],"amount":[101],"task":[103],"data":[104,116],"available,":[105],"present":[107],"experimental":[108],"approaches":[109],"domain":[111],"adaptation":[112],"simple":[115],"augmentation":[117],"method,":[118],"which":[121],"drastic":[123],"improvements":[124],"in":[125],"predictive":[126],"performance,":[127],"compared":[128],"with":[129],"target-only":[131],"model.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}