{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T20:12:38Z","timestamp":1760645558912,"version":"build-2065373602"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","funder":[{"name":"PRIN 2022 project funded by the European Union - Next Generation EU (NGEU)","award":["2022T8ZNNM (CUP D53D23008850001)"],"award-info":[{"award-number":["2022T8ZNNM (CUP D53D23008850001)"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,6]]},"DOI":"10.1145\/3750069.3750352","type":"proceedings-article","created":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T15:34:55Z","timestamp":1760456095000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Instagram Reactions to a Virtual Dining Companion:Qualitative Coding vs. Automated Sentiment Analysis"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-0920-7946","authenticated-orcid":false,"given":"Hunter","family":"Fong","sequence":"first","affiliation":[{"name":"University of Genoa, Genoa, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0476-0803","authenticated-orcid":false,"given":"Radoslaw","family":"Niewiadomski","sequence":"additional","affiliation":[{"name":"University of Genoa, Genoa, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5621-7901","authenticated-orcid":false,"given":"Magdalena","family":"Igras-Cybulska","sequence":"additional","affiliation":[{"name":"Interactive Crafts sp. z o.o., Lublin, Poland"}]}],"member":"320","published-online":{"date-parts":[[2025,10,14]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCA62237.2024.10927767"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.findings-emnlp.148"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"crossref","unstructured":"Kristen Barta and Nazanin Andalibi. 2021. Constructing authenticity on TikTok: Social norms and social support on the\" Fun\" Platform. Proceedings of the ACM on Human-Computer Interaction 5 CSCW2 (2021) 1\u201329.","DOI":"10.1145\/3479574"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"crossref","unstructured":"Naman Bhargava Mohammed\u00a0I Radaideh O\u00a0Hwang Kwon Aditi Verma and Majdi\u00a0I Radaideh. 2025. On the Impact of Language Nuances on Sentiment Analysis with Large Language Models: Paraphrasing Sarcasm and Emojis. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2504.05603 (2025).","DOI":"10.2139\/ssrn.5216333"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","unstructured":"Amanda Bj\u00f6rnwall Ylva\u00a0Mattsson Sydner Afsaneh Koochek and Nicklas Neuman. 2021. Eating Alone or Together among Community-Living Older People: A Scoping Review. International Journal of Environmental Research and Public Health 18 7 (2021) 3495. 10.3390\/ijerph18073495","DOI":"10.3390\/ijerph18073495"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"crossref","unstructured":"Octavia Calder-Dawe Cherie Lacey Margaret Wetherell and Michael\u00a0S Daubs. 2025. Being a positive influence (r): Exploring affective pedagogies of wellbeing and positivity on Instagram. Feminist Media Studies 25 3 (2025) 576\u2013592.","DOI":"10.1080\/14680777.2023.2297160"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Noah Castelo and Miklos Sarvary. 2022. Cross-cultural differences in comfort with humanlike robots. International Journal of Social Robotics 14 8 (2022) 1865\u20131873.","DOI":"10.1007\/s12369-022-00920-y"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"crossref","unstructured":"Dushyant\u00a0Singh Chauhan Gopendra\u00a0Vikram Singh Aseem Arora Asif Ekbal and Pushpak Bhattacharyya. 2022. An emoji-aware multitask framework for multimodal sarcasm detection. Knowledge-Based Systems 257 (2022) 109924.","DOI":"10.1016\/j.knosys.2022.109924"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"crossref","unstructured":"Zheng\u00a0Lin Chia Michal Ptaszynski Fumito Masui Gniewosz Leliwa and Michal Wroczynski. 2021. Machine Learning and feature engineering-based study into sarcasm and irony classification with application to cyberbullying detection. Information Processing & Management 58 4 (2021) 102600.","DOI":"10.1016\/j.ipm.2021.102600"},{"key":"e_1_3_3_2_11_2","first-page":"241","volume-title":"Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)","author":"Davidov Dmitry","year":"2010","unstructured":"Dmitry Davidov, Oren Tsur, and Ari Rappoport. 2010. Enhanced Sentiment Learning Using Twitter Hashtags and Smileys. In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010). Coling 2010 Organizing Committee, Beijing, China, 241\u2013249."},{"key":"e_1_3_3_2_12_2","unstructured":"David DeVault Ron Artstein Grace Benn Teresa Dey Ed Fast Alesia Gainer Kallirroi Georgila Jon Gratch Arno Hartholt Margaux Lhommet Gale Lucas Stacy Marsella Fabrizio Morbini Angela Nazarian Stefan Scherer Giota Stratou Apar Suri David Traum Rachel Wood Yuyu Xu Albert Rizzo and Louis-Philippe Morency. 2014. SimSensei kiosk: a virtual human interviewer for healthcare decision support(AAMAS \u201914). International Foundation for Autonomous Agents and Multiagent Systems Richland SC 1061\u20131068."},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"crossref","unstructured":"Raghu Dhumpati Archana Sasi Shaik\u00a0Johny Basha Suryanarayana Vadhri P Saroja Swathi Alluri and Ramesh Vatambeti. 2025. Enhancing sarcasm detection in sentiment analysis for cyberspace safety using advanced deep learning techniques. Scientific Reports 15 1 (2025) 22681.","DOI":"10.1038\/s41598-025-08131-x"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3680703"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1169"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"crossref","unstructured":"Dunigan\u00a0P Folk Chenxi Wu and Steven\u00a0J Heine. 2025. Cultural variation in attitudes toward social chatbots. Journal of Cross-Cultural Psychology 56 3 (2025) 219\u2013239.","DOI":"10.1177\/00220221251317950"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3715668.3736351"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.1109\/RO-MAN50785.2021.9515451"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1116"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","unstructured":"Anastasia Giachanou and Fabio Crestani. 2016. Like It or Not: A Survey of Twitter Sentiment Analysis Methods. Comput. Surveys 49 2 (2016) 28:1\u201328:41. 10.1145\/2938640","DOI":"10.1145\/2938640"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.5040\/9781350044845-ch-002"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3686215.3686220"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v8i1.14550"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"crossref","unstructured":"Mahmud Isnan Gregorius\u00a0Natanael Elwirehardja and Bens Pardamean. 2023. Sentiment analysis for TikTok review using VADER sentiment and SVM model. Procedia Computer Science 227 (2023) 168\u2013175.","DOI":"10.1016\/j.procs.2023.10.514"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","unstructured":"Aditya Joshi Pushpak Bhattacharyya and Mark\u00a0James Carman. 2017. Automatic Sarcasm Detection: A Survey. Comput. Surveys 50 5 (2017) 1\u201322. 10.1145\/3124420","DOI":"10.1145\/3124420"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","unstructured":"Michelle\u00a0Sophie Keller Hannah\u00a0J Park Maria\u00a0Elena Cunningham Joshua\u00a0Eleazar Fouladian Michelle Chen and Brennan Mason\u00a0Ross Spiegel. 2017. Public Perceptions Regarding Use of Virtual Reality in Health Care: A Social Media Content Analysis Using Facebook. J Med Internet Res 19 12 (19 Dec 2017) e419. 10.2196\/jmir.7467","DOI":"10.2196\/jmir.7467"},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"crossref","unstructured":"Rebekka Kreling Adrian Meier and Leonard Reinecke. 2022. Feeling authentic on social media: Subjective authenticity across Instagram stories and posts. Social Media+ Society 8 1 (2022) 20563051221086235.","DOI":"10.1177\/20563051221086235"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3406865.3418321"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","unstructured":"Eleonora Lima and Tiffany Morisseau. 2025. Can chatbots teach us how to behave? Examining assumptions about user interactions with AI assistants and their social implications. Frontiers in Artificial Intelligence Volume 8 - 2025 (2025). 10.3389\/frai.2025.1545607","DOI":"10.3389\/frai.2025.1545607"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/2638728.2641342"},{"key":"e_1_3_3_2_31_2","unstructured":"Steven Loria. 2018. TextBlob: Simplified Text Processing. https:\/\/textblob.readthedocs.io\/en\/dev\/. Accessed: 2025-05-13."},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3652988.3673963"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/3334480.3383027"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025771"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"crossref","unstructured":"Kunihiro Miyazaki Taichi Murayama Takayuki Uchiba Jisun An and Haewoon Kwak. 2024. Public perception of generative AI on Twitter: an empirical study based on occupation and usage. EPJ Data Science 13 1 (2024) 2.","DOI":"10.1140\/epjds\/s13688-023-00445-y"},{"key":"e_1_3_3_2_36_2","first-page":"321","volume-title":"Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013)","author":"Mohammad Saif\u00a0M.","year":"2013","unstructured":"Saif\u00a0M. Mohammad, Svetlana Kiritchenko, and Xiaodan Zhu. 2013. NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets. In Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013). Association for Computational Linguistics, Atlanta, Georgia, USA, 321\u2013327."},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"crossref","unstructured":"Mohamed\u00a0M. Mostafa. 2013. More than words: Social networks\u2019 text mining for consumer brand sentiments. Expert Systems with Applications 40 10 (2013) 4241\u20134251.","DOI":"10.1016\/j.eswa.2013.01.019"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1145\/3536221.3556566"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.5555\/2484920.2485018"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","unstructured":"Petra\u00a0Kralj Novak Jasmina Smailovi\u0107 Borut Sluban and Igor Mozeti\u010d. 2015. Sentiment of Emojis. PLOS ONE 10 1\u201322. 10.1371\/journal.pone.0144296","DOI":"10.1371\/journal.pone.0144296"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-45153-4_44"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W16-3604"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","unstructured":"Weihong Qi Jinsheng Pan Hanjia Lyu and Jiebo Luo. 2024. Excitements and concerns in the post-ChatGPT era: Deciphering public perception of AI through social media analysis. Telematics and Informatics 92 (2024) 102158. 10.1016\/j.tele.2024.102158","DOI":"10.1016\/j.tele.2024.102158"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"crossref","unstructured":"Chhavi Sharma Deepesh Bhageria William Scott Srinivas Pykl Amitava Das Tanmoy Chakraborty Viswanath Pulabaigari and Bjorn Gamback. 2020. SemEval-2020 Task 8: Memotion Analysis\u2013The Visuo-Lingual Metaphor! arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2008.03781 (2020).","DOI":"10.18653\/v1\/2020.semeval-1.99"},{"key":"e_1_3_3_2_45_2","volume-title":"Memes in Digital Culture","author":"Shifman Limor","year":"2014","unstructured":"Limor Shifman. 2014. Memes in Digital Culture. MIT Press, Cambridge, MA."},{"key":"e_1_3_3_2_46_2","unstructured":"Wendy Spettigue and Katherine\u00a0A. Henderson. 2004. Eating Disorders and the Role of the Media. Journal of the Canadian Academy of Child and Adolescent Psychiatry 13 1 (2004) 16\u201319. https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC2533817\/"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","unstructured":"Mike Thelwall. 2017. Gender Bias in Sentiment Analysis. Online Information Review 42 (11 2017) 00\u201300. 10.1108\/OIR-05-2017-0139","DOI":"10.1108\/OIR-05-2017-0139"},{"key":"e_1_3_3_2_48_2","unstructured":"Sunny Yoon. 2024. Imaginaries of humanoids and evolutions of technological visions of AI in Eastern and Western media. AI & SOCIETY (2024) 1\u201310."}],"event":{"name":"CHItaly 2025: CHItaly 2025: 16th Biannual Conference of the Italian SIGCHI Chapter","acronym":"CHItaly 2025","location":"Salerno Italy"},"container-title":["Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3750069.3750352","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T19:56:10Z","timestamp":1760644570000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3750069.3750352"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,6]]},"references-count":47,"alternative-id":["10.1145\/3750069.3750352","10.1145\/3750069"],"URL":"https:\/\/doi.org\/10.1145\/3750069.3750352","relation":{},"subject":[],"published":{"date-parts":[[2025,10,6]]},"assertion":[{"value":"2025-10-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}