{"id":"https://openalex.org/W4416382210","doi":"https://doi.org/10.62036/isd.2025.93","title":"Context aware evolution of emoji sentiment reactions in a large Telegram community","display_name":"Context aware evolution of emoji sentiment reactions in a large Telegram community","publication_year":2025,"publication_date":"2025-11-17","ids":{"openalex":"https://openalex.org/W4416382210","doi":"https://doi.org/10.62036/isd.2025.93"},"language":null,"primary_location":{"id":"doi:10.62036/isd.2025.93","is_oa":true,"landing_page_url":"https://doi.org/10.62036/isd.2025.93","pdf_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1682&context=isd2014","source":{"id":"https://openalex.org/S4404677940","display_name":"Proceedings of the International Conference on Information Systems Development","issn_l":"2938-5202","issn":["2938-5202"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Information Systems Development","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1682&context=isd2014","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079191815","display_name":"Aleksey Mints","orcid":"https://orcid.org/0000-0002-8032-005X"},"institutions":[{"id":"https://openalex.org/I4210094173","display_name":"SMK University of Applied Social Sciences","ror":"https://ror.org/00g11es29","country_code":"LT","type":"education","lineage":["https://openalex.org/I4210094173"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Oleksii Mints","raw_affiliation_strings":["SMK College of Applied Sciences, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMK College of Applied Sciences, Lithuania","institution_ids":["https://openalex.org/I4210094173"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079191815"],"corresponding_institution_ids":["https://openalex.org/I4210094173"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35031601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13155","display_name":"Digital Communication and Language","score":0.6097999811172485,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13155","display_name":"Digital Communication and Language","score":0.6097999811172485,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.06539999693632126,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.05490000173449516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/emoji","display_name":"Emoji","score":0.9768000245094299},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5945000052452087},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5618000030517578},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.4124000072479248},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3961000144481659},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.39309999346733093}],"concepts":[{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.9768000245094299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6154000163078308},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5945000052452087},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5618000030517578},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.4124000072479248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4016999900341034},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39469999074935913},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.38600000739097595},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.35499998927116394},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35089999437332153},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33489999175071716},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.28459998965263367},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.2621000111103058}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.62036/isd.2025.93","is_oa":true,"landing_page_url":"https://doi.org/10.62036/isd.2025.93","pdf_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1682&context=isd2014","source":{"id":"https://openalex.org/S4404677940","display_name":"Proceedings of the International Conference on Information Systems Development","issn_l":"2938-5202","issn":["2938-5202"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Information Systems Development","raw_type":"proceedings-article"},{"id":"pmh:oai:aisel.aisnet.org:isd2014-1682","is_oa":false,"landing_page_url":"https://aisel.aisnet.org/isd2014/proceedings2025/transformation/9","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the International Conference on Information Systems Development (ISD)","raw_type":"text"}],"best_oa_location":{"id":"doi:10.62036/isd.2025.93","is_oa":true,"landing_page_url":"https://doi.org/10.62036/isd.2025.93","pdf_url":"https://aisel.aisnet.org/cgi/viewcontent.cgi?article=1682&context=isd2014","source":{"id":"https://openalex.org/S4404677940","display_name":"Proceedings of the International Conference on Information Systems Development","issn_l":"2938-5202","issn":["2938-5202"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Information Systems Development","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416382210.pdf","grobid_xml":"https://content.openalex.org/works/W4416382210.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1],"examines":[2],"how":[3],"reaction":[4,97],"emojis":[5],"evolve":[6],"beyond":[7],"their":[8],"traditional":[9],"emotional":[10],"associations":[11],"within":[12],"a":[13],"large":[14],"Russian-language":[15],"Telegram":[16],"community.":[17],"Using":[18],"lexicon-based":[19],"sentiment":[20],"scoring,":[21],"temporal":[22],"frequency":[23],"charts,":[24],"and":[25,48,60,84,94,111],"cluster":[26],"analysis,":[27],"we":[28],"analyzed":[29],"220,972":[30],"reacted":[31],"comments":[32],"from":[33],"August":[34],"2021":[35],"to":[36],"April":[37],"2025,":[38],"focusing":[39],"on":[40],"four":[41],"high-frequency":[42],"reactions:":[43],"\"thumbs-up\",":[44],"\"thumbs-down\",":[45],"\"red":[46],"heart\",":[47],"\"clown":[49],"face\".":[50],"Our":[51],"findings":[52,89],"revealed":[53],"that":[54,96],"emoji":[55,71],"meaning":[56],"is":[57],"not":[58],"constant":[59],"can":[61],"change":[62],"over":[63],"time.":[64],"Spikes":[65],"in":[66,81,109],"the":[67],"use":[68],"of":[69,76],"certain":[70],"reactions":[72],"coincide":[73],"with":[74],"periods":[75],"social":[77],"turbulence,":[78],"indicating":[79],"them":[80],"real":[82],"time":[83],"potentially":[85],"enabling":[86],"prediction.":[87],"These":[88],"expose":[90],"community-driven":[91],"semantic":[92],"shift":[93],"demonstrate":[95],"patterns":[98],"provide":[99],"weak":[100],"supervision":[101],"cues":[102],"for":[103,119],"identifying":[104],"sentiment-context":[105],"mismatches,":[106],"which":[107],"aids":[108],"moderation":[110],"crisis":[112],"detection.":[113],"The":[114],"results":[115],"are":[116],"also":[117],"important":[118],"training":[120],"neural":[121],"network":[122],"models":[123],"using":[124],"community-annotated":[125],"messages.":[126]},"counts_by_year":[],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-11-19T00:00:00"}
