{"id":"https://openalex.org/W2103572263","doi":"https://doi.org/10.1109/tmm.2010.2055233","title":"Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior","display_name":"Estimating Cohesion in Small Groups Using Audio-Visual Nonverbal Behavior","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2103572263","doi":"https://doi.org/10.1109/tmm.2010.2055233","mag":"2103572263"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2010.2055233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2010.2055233","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/150594","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061353073","display_name":"Hayley Hung","orcid":"https://orcid.org/0000-0001-9574-5395"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hayley Hung","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012965551","display_name":"Daniel G\u00e1tica-P\u00e9rez","orcid":"https://orcid.org/0000-0001-5488-2182"},"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"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Gatica-Perez","raw_affiliation_strings":["Ecole Polytechnique de Lausanne, Lausanne, Switzerland","Idiap Research Institute, Martigny, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6877,"has_fulltext":false,"cited_by_count":172,"citation_normalized_percentile":{"value":0.97203492,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":"6","first_page":"563","last_page":"575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.9327999949455261,"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"}},"topics":[{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.9327999949455261,"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/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9007999897003174,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/group-cohesiveness","display_name":"Group cohesiveness","score":0.954513669013977},{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.8170347213745117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7014802694320679},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.4637477993965149},{"id":"https://openalex.org/keywords/nonverbal-communication","display_name":"Nonverbal communication","score":0.4481807351112366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41889864206314087},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4053804874420166},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.371591717004776},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17887505888938904},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.17234250903129578},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.08519411087036133}],"concepts":[{"id":"https://openalex.org/C14641543","wikidata":"https://www.wikidata.org/wiki/Q553270","display_name":"Group cohesiveness","level":2,"score":0.954513669013977},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.8170347213745117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7014802694320679},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.4637477993965149},{"id":"https://openalex.org/C145633318","wikidata":"https://www.wikidata.org/wiki/Q207125","display_name":"Nonverbal communication","level":2,"score":0.4481807351112366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41889864206314087},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4053804874420166},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.371591717004776},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17887505888938904},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17234250903129578},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.08519411087036133},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tmm.2010.2055233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2010.2055233","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/d4998868-d0bb-4f99-81e8-e8325e8e22ef","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/estimating-cohesion-in-small-groups-using-audiovisual-nonverbal-behavior(d4998868-d0bb-4f99-81e8-e8325e8e22ef).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hung, H & Gatica-Perez, D 2010, 'Estimating cohesion in small groups using audio-visual nonverbal behavior', IEEE Transactions on Multimedia, vol. 12, no. 6, pp. 563-575. https://doi.org/10.1109/TMM.2010.2055233","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:infoscience.epfl.ch:150594","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/150594","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:172271","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/172271","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:150594","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/52457","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":"","raw_type":"report"},{"id":"pmh:oai:infoscience.tind.io:172271","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/75063","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":"","raw_type":"research article"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/d4998868-d0bb-4f99-81e8-e8325e8e22ef","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/estimating-cohesion-in-small-groups-using-audiovisual-nonverbal-behavior(d4998868-d0bb-4f99-81e8-e8325e8e22ef).html","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia, 12(6), 563 - 575. Institute of Electrical and Electronics Engineers Inc.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:150594","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/150594","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1333318735","display_name":null,"funder_award_id":"NCCR IM2","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W643304791","https://openalex.org/W1493363822","https://openalex.org/W1579791056","https://openalex.org/W1586387801","https://openalex.org/W1770895068","https://openalex.org/W1940565554","https://openalex.org/W1967880820","https://openalex.org/W1980511580","https://openalex.org/W1988071726","https://openalex.org/W1990723800","https://openalex.org/W2000749906","https://openalex.org/W2004212011","https://openalex.org/W2012134692","https://openalex.org/W2014407946","https://openalex.org/W2020137166","https://openalex.org/W2027570396","https://openalex.org/W2030410010","https://openalex.org/W2037789405","https://openalex.org/W2041793798","https://openalex.org/W2058428829","https://openalex.org/W2077714584","https://openalex.org/W2099111195","https://openalex.org/W2104835909","https://openalex.org/W2115048287","https://openalex.org/W2121604310","https://openalex.org/W2125336414","https://openalex.org/W2129421456","https://openalex.org/W2146869313","https://openalex.org/W2155218283","https://openalex.org/W2156681403","https://openalex.org/W2161030646","https://openalex.org/W2161575828","https://openalex.org/W2189285571","https://openalex.org/W2306409666","https://openalex.org/W2332983733","https://openalex.org/W2560308376","https://openalex.org/W2911776943","https://openalex.org/W4212776819","https://openalex.org/W4249304898","https://openalex.org/W4254497393","https://openalex.org/W6675912722","https://openalex.org/W6678809451"],"related_works":["https://openalex.org/W1969135428","https://openalex.org/W3041605973","https://openalex.org/W2001372775","https://openalex.org/W2027585331","https://openalex.org/W2525246515","https://openalex.org/W1481039507","https://openalex.org/W2381411542","https://openalex.org/W1600779779","https://openalex.org/W3018574598","https://openalex.org/W1861963104"],"abstract_inverted_index":{"Cohesiveness":[0],"in":[1,16,26,95],"teams":[2],"is":[3,102],"an":[4],"essential":[5],"part":[6],"of":[7,12,54,61,65,78,85,107],"ensuring":[8],"the":[9,52,59,76,96],"smooth":[10],"running":[11],"task-oriented":[13],"groups.":[14],"Research":[15],"social":[17,97],"psychology":[18],"and":[19,87],"management":[20],"has":[21],"shown":[22],"that":[23,124],"good":[24],"cohesion":[25,40],"groups":[27],"can":[28,44],"be":[29,45],"correlated":[30],"with":[31],"team":[32,42],"effectiveness":[33],"or":[34,127],"productivity,":[35],"so":[36],"automatically":[37],"estimating":[38],"group":[39,56,67],"for":[41,72],"training":[43],"a":[46,83,105],"useful":[47],"tool.":[48],"This":[49],"paper":[50],"addresses":[51],"problem":[53],"analyzing":[55],"behavior":[57],"within":[58],"context":[60],"cohesion.":[62,129],"Four":[63],"hours":[64],"audio-visual":[66],"meeting":[68,110],"data":[69],"were":[70],"used":[71],"collecting":[73],"annotations":[74],"on":[75,104],"cohesiveness":[77],"four-participant":[79],"teams.":[80],"We":[81],"propose":[82],"series":[84],"audio":[86],"video":[88],"features,":[89],"which":[90,112],"are":[91],"inspired":[92],"by":[93],"findings":[94],"sciences":[98],"literature.":[99],"Our":[100],"study":[101],"validated":[103],"set":[106],"61":[108],"2-min":[109],"segments":[111],"showed":[113],"high":[114,126],"agreement":[115],"amongst":[116],"human":[117],"annotators":[118],"when":[119],"asked":[120],"to":[121],"identify":[122],"meetings":[123],"have":[125],"low":[128]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}