{"id":"https://openalex.org/W3135090521","doi":"https://doi.org/10.1109/access.2021.3061756","title":"When Language Evolution Meets Multimodality: Current Status and Challenges Toward Multimodal Computational Models","display_name":"When Language Evolution Meets Multimodality: Current Status and Challenges Toward Multimodal Computational Models","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135090521","doi":"https://doi.org/10.1109/access.2021.3061756","mag":"3135090521"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3061756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3061756","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09361559.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09361559.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006840555","display_name":"Patrizia Grifoni","orcid":"https://orcid.org/0000-0003-4298-5437"},"institutions":[{"id":"https://openalex.org/I4210117484","display_name":"Institute for Research on Population and Social Policies","ror":"https://ror.org/01n1ayq61","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210117484","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Grifoni","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4298-5437","affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy","institution_ids":["https://openalex.org/I4210117484"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arianna D'ulizia","orcid":"https://orcid.org/0000-0002-0480-6859"},"institutions":[{"id":"https://openalex.org/I4210117484","display_name":"Institute for Research on Population and Social Policies","ror":"https://ror.org/01n1ayq61","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210117484","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210144062","display_name":"Consorzio Roma Ricerche","ror":"https://ror.org/03jvpn714","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210144062"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arianna D'ulizia","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche -IRPPS, 00185 Rome, Italy","Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0480-6859","affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche -IRPPS, 00185 Rome, Italy","institution_ids":["https://openalex.org/I4210117484","https://openalex.org/I4210144062"]},{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy","institution_ids":["https://openalex.org/I4210117484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009699658","display_name":"Fernando Ferri","orcid":"https://orcid.org/0000-0001-9963-3315"},"institutions":[{"id":"https://openalex.org/I4210117484","display_name":"Institute for Research on Population and Social Policies","ror":"https://ror.org/01n1ayq61","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210117484","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fernando Ferri","raw_affiliation_strings":["Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9963-3315","affiliations":[{"raw_affiliation_string":"Consiglio Nazionale delle Ricerche \u2013 IRPPS, Rome, Italy","institution_ids":["https://openalex.org/I4210117484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1548,"currency":"EUR","value_usd":1669},"fwci":0.8733,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73638042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":null,"first_page":"35196","last_page":"35206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9986000061035156,"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/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9986000061035156,"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/T12090","display_name":"Language and cultural evolution","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9972000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.80819171667099},{"id":"https://openalex.org/keywords/realisation","display_name":"Realisation","score":0.5747684240341187},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.5688995718955994},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.5622779130935669},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5133808851242065},{"id":"https://openalex.org/keywords/language-evolution","display_name":"Language evolution","score":0.4849669933319092},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4821609854698181},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4581221342086792},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.4482533931732178},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.42035698890686035},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4149470031261444},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.35508930683135986},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14464816451072693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80819171667099},{"id":"https://openalex.org/C2779462738","wikidata":"https://www.wikidata.org/wiki/Q17146409","display_name":"Realisation","level":2,"score":0.5747684240341187},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.5688995718955994},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.5622779130935669},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5133808851242065},{"id":"https://openalex.org/C2984703881","wikidata":"https://www.wikidata.org/wiki/Q2313085","display_name":"Language evolution","level":2,"score":0.4849669933319092},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4821609854698181},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4581221342086792},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.4482533931732178},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.42035698890686035},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4149470031261444},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.35508930683135986},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14464816451072693},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3061756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3061756","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09361559.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4e01d4b800454e0989a0101006600b9b","is_oa":true,"landing_page_url":"https://doaj.org/article/4e01d4b800454e0989a0101006600b9b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 35196-35206 (2021)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:139259","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/139259","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3061756","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3061756","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09361559.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135090521.pdf","grobid_xml":"https://content.openalex.org/works/W3135090521.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W5775718","https://openalex.org/W15253075","https://openalex.org/W173709545","https://openalex.org/W247678668","https://openalex.org/W561898849","https://openalex.org/W1490180073","https://openalex.org/W1583240857","https://openalex.org/W1586971476","https://openalex.org/W1594415863","https://openalex.org/W1784068951","https://openalex.org/W1963672112","https://openalex.org/W1976274322","https://openalex.org/W1982699338","https://openalex.org/W1998838521","https://openalex.org/W2009375902","https://openalex.org/W2010118636","https://openalex.org/W2016740912","https://openalex.org/W2027116779","https://openalex.org/W2044418050","https://openalex.org/W2050081122","https://openalex.org/W2054292499","https://openalex.org/W2063337540","https://openalex.org/W2066866890","https://openalex.org/W2073985793","https://openalex.org/W2109581014","https://openalex.org/W2130289607","https://openalex.org/W2130643333","https://openalex.org/W2131259969","https://openalex.org/W2133774636","https://openalex.org/W2136308132","https://openalex.org/W2145617003","https://openalex.org/W2146670093","https://openalex.org/W2148630160","https://openalex.org/W2150930741","https://openalex.org/W2152092709","https://openalex.org/W2159941522","https://openalex.org/W2162513547","https://openalex.org/W2166987027","https://openalex.org/W2168351353","https://openalex.org/W2171968827","https://openalex.org/W2173772347","https://openalex.org/W2224326415","https://openalex.org/W2258405271","https://openalex.org/W2258939981","https://openalex.org/W2313175340","https://openalex.org/W2488459631","https://openalex.org/W2498599899","https://openalex.org/W2499503279","https://openalex.org/W2522880372","https://openalex.org/W2557178966","https://openalex.org/W2602275733","https://openalex.org/W2617025920","https://openalex.org/W2807821078","https://openalex.org/W2810493051","https://openalex.org/W2886193235","https://openalex.org/W2908107252","https://openalex.org/W2950847115","https://openalex.org/W2951431783","https://openalex.org/W2963455109","https://openalex.org/W2963681240","https://openalex.org/W2963881016","https://openalex.org/W2964010806","https://openalex.org/W2964051877","https://openalex.org/W2964216663","https://openalex.org/W2964266095","https://openalex.org/W2964346351","https://openalex.org/W2964602166","https://openalex.org/W2970251580","https://openalex.org/W2990629080","https://openalex.org/W2990721512","https://openalex.org/W2995200819","https://openalex.org/W2999459596","https://openalex.org/W3023540311","https://openalex.org/W3153482832","https://openalex.org/W4230100653","https://openalex.org/W4243473924","https://openalex.org/W4298090669","https://openalex.org/W4302179366","https://openalex.org/W6600220800","https://openalex.org/W6629443198","https://openalex.org/W6682526997","https://openalex.org/W6735650757","https://openalex.org/W6738209048","https://openalex.org/W6738795958","https://openalex.org/W6748898995","https://openalex.org/W6752654882","https://openalex.org/W6757959580","https://openalex.org/W6758677471","https://openalex.org/W6770782798","https://openalex.org/W6772487635","https://openalex.org/W6929343376"],"related_works":["https://openalex.org/W2961288924","https://openalex.org/W4205899436","https://openalex.org/W2810895613","https://openalex.org/W2075250579","https://openalex.org/W2789329261","https://openalex.org/W3016281454","https://openalex.org/W2538215832","https://openalex.org/W2462138927","https://openalex.org/W3111427900","https://openalex.org/W4302009627"],"abstract_inverted_index":{"Computational":[0,24],"models":[1,7],"can":[2],"be":[3],"considered":[4],"human-designed":[5],"computing":[6],"inspired":[8],"by":[9,55,105],"the":[10,14,31,90,97,112,116,144],"processes":[11],"observed":[12],"in":[13,45,161],"natural":[15],"world,":[16],"which":[17],"allow":[18],"simulating":[19],"and":[20,33,77,115,150],"understanding":[21],"these":[22],"processes.":[23],"modelling":[25,47,104],"is":[26,133],"notably":[27],"applied":[28],"to":[29,68,110,142],"simulate":[30],"behaviour":[32],"long-term":[34],"dynamics":[35],"of":[36,48,61,89],"human":[37],"Language.":[38,62],"The":[39],"research":[40],"effort":[41],"made":[42],"so":[43],"far":[44],"computational":[46],"language":[49,92,102,117,140,164],"evolution":[50,93,103,141,165],"considers":[51],"predominantly":[52],"one":[53],"modality":[54],"arguing":[56],"for":[57,135,152],"a":[58,69,107,126,154,162],"unimodal":[59],"origin":[60],"This":[63,84,131],"article":[64,85],"extends":[65],"this":[66],"paradigm":[67],"new":[70],"perspective":[71],"that":[72,157],"integrates":[73],"into":[74],"its":[75],"structure":[76],"learning":[78,118],"algorithms":[79],"principles":[80],"from":[81],"multimodal":[82,101,113,128,163],"communication.":[83],"gives":[86],"an":[87],"overview":[88],"current":[91],"models.":[94],"It":[95],"discusses":[96],"key":[98,145],"challenges":[99],"towards":[100],"envisioning":[106],"conceptual":[108],"framework":[109,132],"design":[111],"grounding":[114],"processes,":[119],"as":[120,122],"well":[121],"their":[123],"realisation":[124],"through":[125],"multi-agent":[127],"referential":[129],"game.":[130],"valuable":[134],"many":[136],"researchers":[137],"working":[138],"on":[139],"reveal":[143],"questions":[146],"they":[147],"should":[148],"address":[149],"integrate":[151],"pursuing":[153],"holistic":[155],"vision":[156],"combines":[158],"all":[159],"modalities":[160],"model.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
