{"id":"https://openalex.org/W4415156521","doi":"https://doi.org/10.1145/3750069.3750352","title":"Instagram Reactions to a Virtual Dining Companion:Qualitative Coding vs. Automated Sentiment Analysis","display_name":"Instagram Reactions to a Virtual Dining Companion:Qualitative Coding vs. Automated Sentiment Analysis","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W4415156521","doi":"https://doi.org/10.1145/3750069.3750352"},"language":"en","primary_location":{"id":"doi:10.1145/3750069.3750352","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750069.3750352","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3750069.3750352","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter","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/10.1145/3750069.3750352","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006622506","display_name":"H K Fong","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Hunter Fong","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075676076","display_name":"Rados\u0142aw Niewiadomski","orcid":"https://orcid.org/0000-0002-0476-0803"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Radoslaw Niewiadomski","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048578898","display_name":"Magdalena Igra\u015b-Cybulska","orcid":"https://orcid.org/0000-0001-5621-7901"},"institutions":[{"id":"https://openalex.org/I4210118951","display_name":"Craft Engineering Associates (United States)","ror":"https://ror.org/02b3gqy34","country_code":"US","type":"company","lineage":["https://openalex.org/I4210118951"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magdalena Igras-Cybulska","raw_affiliation_strings":["Interactive Crafts sp. z o.o., Lublin, Poland"],"affiliations":[{"raw_affiliation_string":"Interactive Crafts sp. z o.o., Lublin, Poland","institution_ids":["https://openalex.org/I4210118951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006622506"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15850186,"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":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13155","display_name":"Digital Communication and Language","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sarcasm","display_name":"Sarcasm","score":0.8263000249862671},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6068999767303467},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.598800003528595},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.5982000231742859},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5699999928474426},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.4542999863624573}],"concepts":[{"id":"https://openalex.org/C2776207355","wikidata":"https://www.wikidata.org/wiki/Q191035","display_name":"Sarcasm","level":3,"score":0.8263000249862671},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6068999767303467},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.598800003528595},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.5982000231742859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5814999938011169},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5699999928474426},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.4542999863624573},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4092999994754791},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4020000100135803},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4002000093460083},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.38199999928474426},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33149999380111694},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3303999900817871},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C3019565508","wikidata":"https://www.wikidata.org/wiki/Q444835","display_name":"Virtual world","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26589998602867126},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3750069.3750352","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750069.3750352","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3750069.3750352","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter","raw_type":"proceedings-article"},{"id":"pmh:oai:unige.iris.cineca.it:11567/1278098","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1278098","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3750069.3750352","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3750069.3750352","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3750069.3750352","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415156521.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W2021388816","https://openalex.org/W2099813784","https://openalex.org/W2122522916","https://openalex.org/W2168681504","https://openalex.org/W2250480277","https://openalex.org/W2252381721","https://openalex.org/W2462290672","https://openalex.org/W2512139266","https://openalex.org/W2610506437","https://openalex.org/W2740582239","https://openalex.org/W2760255222","https://openalex.org/W2779726022","https://openalex.org/W2892737606","https://openalex.org/W2962809001","https://openalex.org/W3030723166","https://openalex.org/W3095828504","https://openalex.org/W3099215402","https://openalex.org/W3106003309","https://openalex.org/W3115532187","https://openalex.org/W3148148198","https://openalex.org/W3158586872","https://openalex.org/W3194247604","https://openalex.org/W3207106172","https://openalex.org/W4220807526","https://openalex.org/W4244550139","https://openalex.org/W4295292834","https://openalex.org/W4297359186","https://openalex.org/W4308222492","https://openalex.org/W4388996799","https://openalex.org/W4390581419","https://openalex.org/W4390671601","https://openalex.org/W4399722036","https://openalex.org/W4403791700","https://openalex.org/W4403887158","https://openalex.org/W4405833321","https://openalex.org/W4407798185","https://openalex.org/W4408861102","https://openalex.org/W4409433144","https://openalex.org/W4410380078","https://openalex.org/W4411853470","https://openalex.org/W4412045099"],"related_works":[],"abstract_inverted_index":{"Technologies":[0],"designed":[1],"to":[2,31,70,78,113,179],"support":[3],"solo":[4],"eaters":[5],"by":[6,35,144],"providing":[7],"them":[8],"company":[9],"are":[10],"an":[11],"emerging":[12,136],"design":[13],"space":[14],"at":[15],"the":[16,80,175],"intersection":[17],"of":[18,87,98,105,161],"AI,":[19],"affective":[20],"computing,":[21],"and":[22,67,83,111,116,131,149,163],"everyday":[23],"dining":[24,46],"rituals.":[25],"This":[26],"study":[27],"explores":[28],"public":[29,133],"reactions":[30],"such":[32],"novel":[33,166],"systems":[34],"analyzing":[36],"Instagram":[37],"comments":[38],"on":[39,182],"a":[40,44,48,53,102,158],"viral":[41],"post":[42],"depicting":[43],"man":[45],"with":[47],"virtual":[49,139],"reality":[50],"partner.":[51],"Using":[52],"mixed-methods":[54],"approach,":[55],"we":[56,93],"first":[57],"applied":[58],"automated":[59],"sentiment":[60],"tools":[61],"-":[62,69,108,169,173],"including":[63],"TextBlob,":[64],"VADER,":[65],"NRCLex,":[66],"BERT":[68],"quantify":[71],"surface-level":[72],"sentiment.":[73],"However,":[74],"these":[75],"analyses":[76],"failed":[77],"capture":[79],"layered,":[81],"performative,":[82],"culturally":[84],"nuanced":[85],"nature":[86],"user":[88],"responses.":[89],"To":[90],"address":[91],"this,":[92],"conducted":[94],"manual":[95],"thematic":[96],"coding":[97],"719":[99],"comments,":[100],"revealing":[101],"wide":[103],"spectrum":[104],"emotional":[106],"tones":[107],"from":[109],"sarcasm":[110],"judgment":[112],"empathy,":[114],"curiosity,":[115],"self-reflection.":[117],"Our":[118],"findings":[119],"demonstrate":[120],"that":[121,132],"many":[122],"seemingly":[123],"\"positive\"comments":[124],"were":[125],"in":[126],"fact":[127],"mocking":[128],"or":[129],"ambivalent,":[130],"discourse":[134],"about":[135],"technologies":[137,168],"like":[138],"companionship":[140],"is":[141],"deeply":[142],"shaped":[143],"generational":[145],"expression,":[146],"meme":[147],"culture,":[148],"shifting":[150],"social":[151,154],"norms.":[152],"Thus,":[153],"media":[155],"can":[156],"be":[157,180],"valuable":[159],"source":[160],"opinions":[162],"preferences":[164],"regarding":[165],"interactive":[167],"even":[170],"speculative":[171],"prototypes":[172],"but":[174],"collected":[176],"data":[177],"needs":[178],"analyzed":[181],"multiple":[183],"levels.":[184]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-14T00:00:00"}
