{"id":"https://openalex.org/W4387846629","doi":"https://doi.org/10.1145/3583780.3615310","title":"MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media","display_name":"MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387846629","doi":"https://doi.org/10.1145/3583780.3615310"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615310","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615310","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615310","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615310","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075049198","display_name":"Gullal S. Cheema","orcid":"https://orcid.org/0000-0003-4354-9629"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gullal S. Cheema","raw_affiliation_strings":["Leibniz University Hannover, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091548229","display_name":"Sherzod Hakimov","orcid":"https://orcid.org/0000-0002-7421-6213"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sherzod Hakimov","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102907439","display_name":"Marc A. Kastner","orcid":"https://orcid.org/0000-0002-9193-5973"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Marc A. Kastner","raw_affiliation_strings":["Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028370193","display_name":"Noa Garc\u00eda","orcid":"https://orcid.org/0000-0002-9200-6359"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noa Garcia","raw_affiliation_strings":["Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075049198"],"corresponding_institution_ids":["https://openalex.org/I114112103"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13431332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5263","last_page":"5266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998000264167786,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9839000105857849,"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/T13310","display_name":"Subtitles and Audiovisual Media","score":0.9768999814987183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multimodal-learning","display_name":"Multimodal learning","score":0.8104705810546875},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.7614712715148926},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7193202972412109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6926462054252625},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5230032801628113},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4900304079055786},{"id":"https://openalex.org/keywords/semiotics","display_name":"Semiotics","score":0.47373807430267334},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4723552167415619},{"id":"https://openalex.org/keywords/gestalt-psychology","display_name":"Gestalt psychology","score":0.4450492262840271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43010666966438293},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4133106470108032},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39076483249664307},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.37949225306510925},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3258606791496277},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1900785267353058},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12848582863807678},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10650327801704407}],"concepts":[{"id":"https://openalex.org/C2780660688","wikidata":"https://www.wikidata.org/wiki/Q25052564","display_name":"Multimodal learning","level":2,"score":0.8104705810546875},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.7614712715148926},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7193202972412109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6926462054252625},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5230032801628113},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4900304079055786},{"id":"https://openalex.org/C139997677","wikidata":"https://www.wikidata.org/wiki/Q60195","display_name":"Semiotics","level":2,"score":0.47373807430267334},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4723552167415619},{"id":"https://openalex.org/C27362006","wikidata":"https://www.wikidata.org/wiki/Q272021","display_name":"Gestalt psychology","level":3,"score":0.4450492262840271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43010666966438293},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4133106470108032},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39076483249664307},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.37949225306510925},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3258606791496277},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1900785267353058},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12848582863807678},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10650327801704407},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3615310","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615310","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615310","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583780.3615310","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615310","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615310","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7900000214576721,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387846629.pdf","grobid_xml":"https://content.openalex.org/works/W4387846629.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2102631167","https://openalex.org/W2952314184","https://openalex.org/W2953072307","https://openalex.org/W2962787423","https://openalex.org/W2970217405","https://openalex.org/W3007452718","https://openalex.org/W3153332739","https://openalex.org/W3154222058","https://openalex.org/W3172872502","https://openalex.org/W3176023283","https://openalex.org/W3184343519","https://openalex.org/W4312300614","https://openalex.org/W4387720291"],"related_works":["https://openalex.org/W2800813591","https://openalex.org/W2248852396","https://openalex.org/W199123384","https://openalex.org/W4239305747","https://openalex.org/W1483892602","https://openalex.org/W4389505417","https://openalex.org/W2962931510","https://openalex.org/W3093803775","https://openalex.org/W4380551887","https://openalex.org/W4285159263"],"abstract_inverted_index":{"Multimodal":[0],"human":[1,101],"understanding":[2,99,123,157],"and":[3,26,44,48,63,76,85,103,118,133,153,160,175,183,189],"analysis":[4,154],"is":[5,90,122],"an":[6],"emerging":[7],"research":[8,182],"area":[9],"that":[10,177],"cuts":[11],"through":[12,158],"several":[13],"disciplines":[14],"like":[15],"Computer":[16],"Vision,":[17],"Natural":[18],"Language":[19],"Processing":[20],"(NLP),":[21],"Speech":[22],"Processing,":[23],"Human-Computer":[24],"Interaction,":[25],"Multimedia.":[27],"Several":[28],"multimodal":[29,51],"learning":[30,47],"techniques":[31],"have":[32],"recently":[33],"shown":[34],"the":[35,54,61,91,95,98,134,187],"benefit":[36],"of":[37,71,100,136,173],"combining":[38],"multiple":[39,163],"modalities":[40,62],"in":[41],"image-text,":[42],"audio-visual":[43],"video":[45],"representation":[46],"various":[49,124],"downstream":[50],"tasks.":[52],"At":[53],"core,":[55],"these":[56,167],"methods":[57],"focus":[58],"on":[59,155,186],"modelling":[60],"their":[64],"complex":[65],"interactions":[66],"by":[67],"using":[68],"large":[69],"amounts":[70],"data,":[72],"different":[73],"loss":[74],"functions":[75],"deep":[77],"neural":[78],"network":[79],"architectures.":[80],"However,":[81],"for":[82],"many":[83],"Web":[84,188],"Social":[86,190],"media":[87],"applications,":[88],"there":[89],"need":[92],"to":[93,110,138],"model":[94],"human,":[96],"including":[97,114],"behaviour":[102],"perception.":[104],"For":[105],"this,":[106],"it":[107],"becomes":[108],"important":[109],"consider":[111],"interdisciplinary":[112],"approaches,":[113],"social":[115,131],"sciences,":[116],"semiotics":[117,145],"psychology.":[119],"The":[120],"core":[121],"cross-modal":[125],"relations,":[126],"quantifying":[127],"bias":[128],"such":[129,143],"as":[130,144],"biases,":[132],"applicability":[135],"models":[137],"real-world":[139],"problems.":[140],"Interdisciplinary":[141],"theories":[142,168],"or":[146],"gestalt":[147],"psychology":[148],"can":[149,178],"provide":[150,169],"additional":[151],"insights":[152],"perceptual":[156],"signs":[159],"symbols":[161],"via":[162],"modalities.":[164],"In":[165],"general,":[166],"a":[170],"compelling":[171],"view":[172],"multimodality":[174],"perception":[176],"further":[179],"expand":[180],"computational":[181],"multimedia":[184],"applications":[185],"media.":[191]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}