{"id":"https://openalex.org/W2970259826","doi":"https://doi.org/10.1109/acii.2019.8925530","title":"The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling","display_name":"The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2970259826","doi":"https://doi.org/10.1109/acii.2019.8925530","mag":"2970259826"},"language":"en","primary_location":{"id":"doi:10.1109/acii.2019.8925530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2019.8925530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1908.11706","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073057205","display_name":"Pablo Barros","orcid":"https://orcid.org/0000-0002-6517-682X"},"institutions":[{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]},{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Pablo Barros","raw_affiliation_strings":["Department of Informatics, Knowledge Technology, University of Hamburg, Hamburg, Germany","Knowledge Technology, University of Hamburg,Department of Informatics,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Knowledge Technology, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"Knowledge Technology, University of Hamburg,Department of Informatics,Hamburg,Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023882548","display_name":"Nikhil Churamani","orcid":"https://orcid.org/0000-0001-5926-0091"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikhil Churamani","raw_affiliation_strings":["Department of Computer Science and Technology, University of Cambridge, Cambridge, UK","University of Cambridge,Department of Computer Science and Technology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of Cambridge,Department of Computer Science and Technology,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054803584","display_name":"Angelica Lim","orcid":"https://orcid.org/0000-0001-9288-0380"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Angelica Lim","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, BC, Canada","School of Computing Science, Simon Fraser University, Burnaby (BC), Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby (BC), Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033486668","display_name":"Stefan Wermter","orcid":"https://orcid.org/0000-0003-1343-4775"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wermter","raw_affiliation_strings":["Department of Informatics, Knowledge Technology, University of Hamburg, Hamburg, Germany","Knowledge Technology, University of Hamburg,Department of Informatics,Hamburg,Germany"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Knowledge Technology, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"Knowledge Technology, University of Hamburg,Department of Informatics,Hamburg,Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073057205"],"corresponding_institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12407534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9980000257492065,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9980000257492065,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9854000210762024,"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/T11795","display_name":"Humor Studies and Applications","score":0.984499990940094,"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/empathy","display_name":"Empathy","score":0.7366441488265991},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.6321748495101929},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.564717710018158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5554585456848145},{"id":"https://openalex.org/keywords/neglect","display_name":"Neglect","score":0.5320459604263306},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48100242018699646},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4569578170776367},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.44340649247169495},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4278582036495209},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.42030563950538635},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3845261335372925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24129536747932434},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20004501938819885},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.08447626233100891}],"concepts":[{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.7366441488265991},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.6321748495101929},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.564717710018158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5554585456848145},{"id":"https://openalex.org/C2776289891","wikidata":"https://www.wikidata.org/wiki/Q1931511","display_name":"Neglect","level":2,"score":0.5320459604263306},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48100242018699646},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4569578170776367},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.44340649247169495},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4278582036495209},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.42030563950538635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3845261335372925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24129536747932434},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20004501938819885},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.08447626233100891},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/acii.2019.8925530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii.2019.8925530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1908.11706","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.11706","pdf_url":"https://arxiv.org/pdf/1908.11706","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2970259826","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/1908.11706.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1908.11706","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1908.11706","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1908.11706","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.11706","pdf_url":"https://arxiv.org/pdf/1908.11706","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320323381","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970259826.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W134062113","https://openalex.org/W1507840443","https://openalex.org/W1534131679","https://openalex.org/W1686810756","https://openalex.org/W1785070428","https://openalex.org/W1978116908","https://openalex.org/W1981509185","https://openalex.org/W1987030537","https://openalex.org/W2031305769","https://openalex.org/W2067369167","https://openalex.org/W2076572891","https://openalex.org/W2103943262","https://openalex.org/W2110102748","https://openalex.org/W2115252128","https://openalex.org/W2132555391","https://openalex.org/W2134084792","https://openalex.org/W2136132767","https://openalex.org/W2166982098","https://openalex.org/W2313339984","https://openalex.org/W2342475039","https://openalex.org/W2465534249","https://openalex.org/W2565387335","https://openalex.org/W2620746916","https://openalex.org/W2736127050","https://openalex.org/W2736456395","https://openalex.org/W2753840835","https://openalex.org/W2754425142","https://openalex.org/W2799103137","https://openalex.org/W2805662932","https://openalex.org/W2888683367","https://openalex.org/W2889462515","https://openalex.org/W2897433896","https://openalex.org/W2962756039","https://openalex.org/W2963199341","https://openalex.org/W2963702064","https://openalex.org/W4205669252","https://openalex.org/W4230277160","https://openalex.org/W4247286306","https://openalex.org/W6676579975","https://openalex.org/W6677618333","https://openalex.org/W6729831399","https://openalex.org/W6730845136","https://openalex.org/W6763729516"],"related_works":["https://openalex.org/W2994913427","https://openalex.org/W1583116130","https://openalex.org/W2024975957","https://openalex.org/W2806036631","https://openalex.org/W2245428411","https://openalex.org/W2786800217","https://openalex.org/W2590514591","https://openalex.org/W2888320113","https://openalex.org/W2565186026","https://openalex.org/W3031096864","https://openalex.org/W3199695733","https://openalex.org/W3022202212","https://openalex.org/W1608315759","https://openalex.org/W3103080153","https://openalex.org/W2571740133","https://openalex.org/W2525668096","https://openalex.org/W3156669407","https://openalex.org/W3082961718","https://openalex.org/W2895167533"],"abstract_inverted_index":{"Processing":[0],"human":[1],"affective":[2,49,78,107,140,185],"behavior":[3],"is":[4,67],"important":[5],"for":[6,77],"developing":[7],"intelligent":[8],"agents":[9],"that":[10,24,142,208],"interact":[11],"with":[12,134,191],"humans":[13],"in":[14,70,86,211],"complex":[15],"interaction":[16,56,160],"scenarios.":[17],"A":[18],"large":[19],"number":[20],"of":[21,47,82,105,127,152,159,214,217],"current":[22],"approaches":[23],"address":[25],"this":[26,119],"problem":[27],"focus":[28,136],"on":[29,54,102,137,147],"classifying":[30],"emotion":[31,221],"expressions":[32],"by":[33],"grouping":[34],"them":[35],"into":[36],"known":[37],"categories.":[38],"Such":[39],"strategies":[40],"neglect,":[41],"among":[42],"other":[43],"aspects,":[44],"the":[45,48,71,83,88,103,139,148,153,173,181,192,197,212,215],"impact":[46,141],"responses":[50],"from":[51],"an":[52],"individual":[53],"their":[55,184],"partner":[57],"thus":[58],"ignoring":[59,109],"how":[60,110,180,188],"people":[61],"empathize":[62],"towards":[63],"each":[64,171],"other.":[65],"This":[66],"also":[68,200],"reflected":[69],"datasets":[72],"used":[73],"to":[74,167],"train":[75],"models":[76],"processing":[79],"tasks.":[80],"Most":[81],"recent":[84],"datasets,":[85],"particular,":[87],"ones":[89],"which":[90],"capture":[91],"natural":[92],"interactions":[93,129],"(\u201cin-the-wild\u201d":[94],"datasets),":[95],"are":[96,116],"designed,":[97,130],"collected,":[98],"and":[99,132,205,220],"annotated":[100,133],"based":[101],"recognition":[104],"displayed":[106,112],"reactions,":[108],"these":[111],"or":[113],"expressed":[114],"emotions":[115],"perceived.":[117],"In":[118],"paper,":[120],"we":[121],"propose":[122,201],"a":[123,135,162,165,168,177,206],"novel":[124],"dataset":[125,154],"composed":[126],"dyadic":[128],"collected":[131],"measuring":[138],"eight":[143],"different":[144,202],"stories":[145],"have":[146],"listener.":[149,169],"Each":[150],"video":[151],"contains":[155],"around":[156],"5":[157],"minutes":[158],"where":[161],"speaker":[163,193],"tells":[164],"story":[166,182],"After":[170],"interaction,":[172],"listener":[174],"annotated,":[175],"using":[176],"valence":[178],"scale,":[179],"impacted":[183],"state,":[186],"reflecting":[187],"they":[189],"empathized":[190],"as":[194,196],"well":[195],"story.":[198],"We":[199],"evaluation":[203],"protocols":[204],"baseline":[207],"encourages":[209],"participation":[210],"advancement":[213],"field":[216],"artificial":[218],"empathy":[219],"contagion.":[222]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
