{"id":"https://openalex.org/W2965437382","doi":"https://doi.org/10.24963/ijcai.2019/645","title":"Predicting dominance in multi-person videos","display_name":"Predicting dominance in multi-person videos","publication_year":2019,"publication_date":"2019-07-28","ids":{"openalex":"https://openalex.org/W2965437382","doi":"https://doi.org/10.24963/ijcai.2019/645","mag":"2965437382"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2019/645","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/645","pdf_url":"https://www.ijcai.org/proceedings/2019/0645.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2019/0645.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033952401","display_name":"Chongyang Bai","orcid":"https://orcid.org/0000-0002-1245-9877"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Chongyang Bai","raw_affiliation_strings":["Dartmouth College"],"affiliations":[{"raw_affiliation_string":"Dartmouth College","institution_ids":["https://openalex.org/I4210166639","https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036661771","display_name":"Maksim Bolonkin","orcid":"https://orcid.org/0000-0002-8259-3692"},"institutions":[{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]},{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Maksim Bolonkin","raw_affiliation_strings":["Dartmouth College"],"affiliations":[{"raw_affiliation_string":"Dartmouth College","institution_ids":["https://openalex.org/I4210166639","https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056142478","display_name":"Srijan Kumar","orcid":"https://orcid.org/0000-0002-5796-3532"},"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":"Srijan Kumar","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091272738","display_name":"Jure Leskovec","orcid":"https://orcid.org/0000-0002-5411-923X"},"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":"Jure Leskovec","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084506996","display_name":"Judee K. Burgoon","orcid":"https://orcid.org/0000-0002-5524-3734"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Judee Burgoon","raw_affiliation_strings":["University of Arizona"],"affiliations":[{"raw_affiliation_string":"University of Arizona","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010101454","display_name":"Norah E. Dunbar","orcid":"https://orcid.org/0000-0002-3912-3169"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norah Dunbar","raw_affiliation_strings":["University of California Santa Barbara"],"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038645035","display_name":"V. S. Subrahmanian","orcid":"https://orcid.org/0000-0001-7191-0296"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]},{"id":"https://openalex.org/I4210166639","display_name":"Dartmouth Hospital","ror":"https://ror.org/02j3qj605","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210166639"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"V. S. Subrahmanian","raw_affiliation_strings":["Dartmouth College"],"affiliations":[{"raw_affiliation_string":"Dartmouth College","institution_ids":["https://openalex.org/I4210166639","https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5033952401"],"corresponding_institution_ids":["https://openalex.org/I107672454","https://openalex.org/I4210166639"],"apc_list":null,"apc_paid":null,"fwci":0.4087,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65244258,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4643","last_page":"4650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11040","display_name":"Personality Traits and Psychology","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T10812","display_name":"Human Pose and Action Recognition","score":0.9549999833106995,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.8273643255233765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6539493799209595},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5515317320823669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.530627965927124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47563600540161133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1704586148262024}],"concepts":[{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.8273643255233765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6539493799209595},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5515317320823669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.530627965927124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47563600540161133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1704586148262024},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2019/645","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/645","pdf_url":"https://www.ijcai.org/proceedings/2019/0645.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2019/645","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2019/645","pdf_url":"https://www.ijcai.org/proceedings/2019/0645.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8374267529","display_name":null,"funder_award_id":"W911NF1610342","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965437382.pdf","grobid_xml":"https://content.openalex.org/works/W2965437382.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1515675807","https://openalex.org/W1591160560","https://openalex.org/W1606858007","https://openalex.org/W1967880820","https://openalex.org/W1974507401","https://openalex.org/W2009658355","https://openalex.org/W2046548416","https://openalex.org/W2067360832","https://openalex.org/W2105889057","https://openalex.org/W2129421456","https://openalex.org/W2148154194","https://openalex.org/W2148839887","https://openalex.org/W2158284344","https://openalex.org/W2333605632","https://openalex.org/W2747681861","https://openalex.org/W2807126412","https://openalex.org/W2912188122","https://openalex.org/W4244378769","https://openalex.org/W4245923654","https://openalex.org/W6642093029"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"We":[0,31,41,65,87],"consider":[1],"the":[2,7,18,74,111],"problems":[3],"of":[4,14,21,24,36,104],"predicting":[5],"(i)":[6],"most":[8],"dominant":[9,20],"person":[10],"in":[11,73,93,108],"a":[12,22,33,56,102,121],"group":[13,29],"people,":[15,25],"and":[16,79,101],"(ii)":[17],"more":[19],"pair":[23],"from":[26],"videos":[27],"depicting":[28],"interactions.":[30],"introduce":[32],"novel":[34,57],"family":[35],"variables":[37],"called":[38],"Dominance":[39,117],"Rank.":[40],"combine":[42],"features":[43,119],"not":[44],"previously":[45],"used":[46],"for":[47],"dominance":[48],"prediction":[49],"(e.g.,":[50],"facial":[51],"action":[52],"units,":[53],"emotions),":[54],"with":[55],"ensemble-based":[58],"approach":[59],"to":[60,90,96,106],"solve":[61],"these":[62],"two":[63,77],"problems.":[64],"test":[66],"our":[67,82],"models":[68],"against":[69],"four":[70],"competing":[71],"algorithms":[72],"literature":[75],"on":[76,98,110],"datasets":[78],"show":[80,88],"that":[81,116],"results":[83],"improve":[84],"past":[85],"performance.":[86],"2.4%":[89],"16.7%":[91],"improvement":[92],"AUC":[94],"compared":[95],"baselines":[97],"one":[99],"dataset,":[100],"gain":[103],"0.6%":[105],"8.8%":[107],"accuracy":[109],"other.":[112],"Ablation":[113],"testing":[114],"shows":[115],"Rank":[118],"play":[120],"key":[122],"role.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}