{"id":"https://openalex.org/W4367665495","doi":"https://doi.org/10.20916/1812-3228-2023-2-47-62","title":"WORD2VEC- AND SEMANTIC GRAPH MODELING OF EMOTICONS AND EMOJI USE IN INTERNET COMMUNICATION TEXTS","display_name":"WORD2VEC- AND SEMANTIC GRAPH MODELING OF EMOTICONS AND EMOJI USE IN INTERNET COMMUNICATION TEXTS","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4367665495","doi":"https://doi.org/10.20916/1812-3228-2023-2-47-62"},"language":"en","primary_location":{"id":"doi:10.20916/1812-3228-2023-2-47-62","doi":"https://doi.org/10.20916/1812-3228-2023-2-47-62","is_oa":true,"landing_page_url":"https://doi.org/10.20916/1812-3228-2023-2-47-62","pdf_url":"https://arxiv.org/pdf/1301.3781.pdf","source":{"id":"https://openalex.org/S4306538953","display_name":"\u0412\u043e\u043f\u0440\u043e\u0441\u044b \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u043d\u043e\u0439 \u043b\u0438\u043d\u0433\u0432\u0438\u0441\u0442\u0438\u043a\u0438","issn_l":"1812-3228","issn":["1812-3228"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Voprosy Kognitivnoy Lingvistiki","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://arxiv.org/pdf/1301.3781.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031646039","display_name":"\u041a\u043e\u043d\u0441\u0442\u0430\u043d\u0442\u0438\u043d \u0411\u0435\u043b\u043e\u0443\u0441\u043e\u0432","orcid":"https://orcid.org/0000-0003-4447-1288","observed_orcids":["https://orcid.org/0000-0003-4447-1288"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K.I. Belousov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070906070","display_name":"\u041e\u0431\u0443\u0445\u043e\u0432\u0430 \u0418\u0440\u0438\u043d\u0430 \u0410\u043d\u0434\u0440\u0435\u0435\u0432\u043d\u0430","orcid":"https://orcid.org/0000-0002-7574-7833","observed_orcids":["https://orcid.org/0000-0002-7574-7833"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I.A. Obukhova","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5013597820","display_name":"\u0418\u0432\u0430\u043d \u041b\u0430\u0431\u0443\u0442\u0438\u043d","orcid":"https://orcid.org/0000-0001-6858-1479","observed_orcids":["https://orcid.org/0000-0001-6858-1479"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I.A. Labutin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5778,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88944108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":"2","first_page":"47","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13155","display_name":"Digital Communication and Language","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13155","display_name":"Digital Communication and Language","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3310","display_name":"Linguistics and Language"},"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/T12373","display_name":"Linguistic research and analysis","score":0.0017999999690800905,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.00039999998989515007,"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/emoticons","display_name":"emoticons","score":0.9919999837875366},{"id":"https://openalex.org/keywords/emoji-use","display_name":"emoji use","score":0.8399999737739563},{"id":"https://openalex.org/keywords/computer-mediated-communication","display_name":"computer-mediated communication","score":0.8539999723434448},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2Vec","score":0.8270000219345093},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.8880000114440918}],"concepts":[{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.9882042407989502},{"id":"https://openalex.org/C2779812673","wikidata":"https://www.wikidata.org/wiki/Q169251","display_name":"Sadness","level":3,"score":0.7280919551849365},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.6251261234283447},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6100417375564575},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.532019853591919},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5230039954185486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45385441184043884},{"id":"https://openalex.org/C2780583480","wikidata":"https://www.wikidata.org/wiki/Q1366327","display_name":"Tone (literature)","level":2,"score":0.4360199570655823},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33188652992248535},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32002073526382446},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.31221193075180054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28874945640563965},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23135805130004883},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22329187393188477},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.20351406931877136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.20916/1812-3228-2023-2-47-62","doi":"https://doi.org/10.20916/1812-3228-2023-2-47-62","is_oa":true,"landing_page_url":"https://doi.org/10.20916/1812-3228-2023-2-47-62","pdf_url":"https://arxiv.org/pdf/1301.3781.pdf","source":{"id":"https://openalex.org/S4306538953","display_name":"\u0412\u043e\u043f\u0440\u043e\u0441\u044b \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u043d\u043e\u0439 \u043b\u0438\u043d\u0433\u0432\u0438\u0441\u0442\u0438\u043a\u0438","issn_l":"1812-3228","issn":["1812-3228"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Voprosy Kognitivnoy Lingvistiki","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.20916/1812-3228-2023-2-47-62","doi":"https://doi.org/10.20916/1812-3228-2023-2-47-62","is_oa":true,"landing_page_url":"https://doi.org/10.20916/1812-3228-2023-2-47-62","pdf_url":"https://arxiv.org/pdf/1301.3781.pdf","source":{"id":"https://openalex.org/S4306538953","display_name":"\u0412\u043e\u043f\u0440\u043e\u0441\u044b \u043a\u043e\u0433\u043d\u0438\u0442\u0438\u0432\u043d\u043e\u0439 \u043b\u0438\u043d\u0433\u0432\u0438\u0441\u0442\u0438\u043a\u0438","issn_l":"1812-3228","issn":["1812-3228"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Voprosy Kognitivnoy Lingvistiki","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367665495.pdf","grobid_xml":"https://content.openalex.org/works/W4367665495.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W36903255","https://openalex.org/W161283806","https://openalex.org/W179875071","https://openalex.org/W620279967","https://openalex.org/W1654905138","https://openalex.org/W1965154800","https://openalex.org/W1970689298","https://openalex.org/W2091812280","https://openalex.org/W2098801107","https://openalex.org/W2103305545","https://openalex.org/W2109664771","https://openalex.org/W2110485445","https://openalex.org/W2113459411","https://openalex.org/W2120861206","https://openalex.org/W2124059530","https://openalex.org/W2131462252","https://openalex.org/W2140679639","https://openalex.org/W2141599568","https://openalex.org/W2146502635","https://openalex.org/W2153579005","https://openalex.org/W2158139315","https://openalex.org/W2164019165","https://openalex.org/W2168231600","https://openalex.org/W2171928131","https://openalex.org/W2185726469","https://openalex.org/W2613634265","https://openalex.org/W2901335088","https://openalex.org/W2912225506","https://openalex.org/W2952230511","https://openalex.org/W2998704965","https://openalex.org/W6758710848"],"related_works":["https://openalex.org/W6893853876","https://openalex.org/W2460190737","https://openalex.org/W2995121753","https://openalex.org/W4391538092","https://openalex.org/W2963693353","https://openalex.org/W2604944277","https://openalex.org/W4206830104","https://openalex.org/W2992787911","https://openalex.org/W38398324","https://openalex.org/W10395514"],"abstract_inverted_index":{"The":[0,12,62],"article":[1],"deals":[2],"with":[3,59,155,183],"emoticons":[4,149],"and":[5,128,150,162,190],"emoji":[6,41,55,95,151],"use":[7,42,70,144],"in":[8,43,76,90,132,142,164,195],"textual":[9],"computer-mediated":[10],"communication.":[11],"research":[13],"material":[14],"is":[15,80,168],"based":[16],"on":[17,68],"comments":[18,131],"left":[19,111],"by":[20,104,112],"users":[21,113],"of":[22,37,40,53,56,64,71,73,93,109,145,148,158,171,175,186],"the":[23,44,69,87,91,117,122,130,133,143,153,156,165,181,184,196],"social":[24],"networking":[25],"service":[26],"VK.":[27],"Using":[28],"machine":[29],"learning":[30],"methods":[31],"(Word2Vec),":[32],"we":[33],"build":[34],"a":[35,49,83,106],"model":[36,47],"contextual":[38,51],"proximity":[39],"comments.":[45],"This":[46,100],"reveals":[48],"closer":[50],"relationship":[52],"negative-tone":[54,94,146],"different":[57,74,172],"types":[58,147,174],"each":[60],"other.":[61],"influence":[63],"personality\u2019s":[65],"psychological":[66,118,173],"parameters":[67],"icons":[72,154,179,182],"tonality":[75],"similar":[77,98],"communicative":[78],"situations":[79],"considered":[81],"as":[82],"hypothesis":[84,101],"that":[85,114,140],"explains":[86],"greater":[88],"variability":[89,141],"choice":[92],"when":[96],"writing":[97],"contexts.":[99],"was":[102,138],"tested":[103],"using":[105],"tagged":[107],"corpus":[108],"texts":[110],"had":[115],"passed":[116],"test":[119],"to":[120],"determine":[121],"BFI":[123],"degree.":[124],"We":[125],"collected":[126],"automatically":[127],"analysed":[129],"information":[134],"system":[135],"\u201cSemograph\u201d.":[136],"It":[137],"found":[139],"(namely":[152,180],"semantics":[157,185],"sadness,":[159],"fear,":[160],"apathy":[161],"bewilderment)":[163],"same":[166,197],"context":[167],"more":[169],"characteristic":[170],"personality.":[176],"Conversely,":[177],"positive-toned":[178],"joy,":[187],"love,":[188],"thankfulness":[189],"approval)":[191],"are":[192],"less":[193],"variable":[194],"context.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-05-03T00:00:00"}