Published on in Vol 23, No 6 (2021): June
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/24435, first published
.
Journals
- Boucher J, Cornelson K, Benham J, Fullerton M, Tang T, Constantinescu C, Mourali M, Oxoby R, Marshall D, Hemmati H, Badami A, Hu J, Lang R. Analyzing Social Media to Explore the Attitudes and Behaviors Following the Announcement of Successful COVID-19 Vaccine Trials: Infodemiology Study. JMIR Infodemiology 2021;1(1):e28800 View
- Rashid J, Kim J, Hussain A, Naseem U, Juneja S. A novel multiple kernel fuzzy topic modeling technique for biomedical data. BMC Bioinformatics 2022;23(1) View
- Alhuzali H, Zhang T, Ananiadou S. Emotions and Topics Expressed on Twitter During the COVID-19 Pandemic in the United Kingdom: Comparative Geolocation and Text Mining Analysis. Journal of Medical Internet Research 2022;24(10):e40323 View
- Ansari M, Khan N. Worldwide COVID-19 Vaccines Sentiment Analysis Through Twitter Content. Electronic Journal of General Medicine 2021;18(6):em329 View
- Zhang C, Xu S, Li Z, Liu G, Dai D, Dong C. The Evolution and Disparities of Online Attitudes Toward COVID-19 Vaccines: Year-long Longitudinal and Cross-sectional Study. Journal of Medical Internet Research 2022;24(1):e32394 View
- Ljajić A, Prodanović N, Medvecki D, Bašaragin B, Mitrović J. Uncovering the Reasons Behind COVID-19 Vaccine Hesitancy in Serbia: Sentiment-Based Topic Modeling. Journal of Medical Internet Research 2022;24(11):e42261 View
- Zhang Q, Li S, Liu J, Chen J. Global Trends in Nursing-Related Research on COVID-19: A Bibliometric Analysis. Frontiers in Public Health 2022;10 View
- Kada A, Chouikh A, Mellouli S, Prashad A, Straus S, Fahim C, Gaito S. An exploration of Canadian government officials’ COVID-19 messages and the public’s reaction using social media data. PLOS ONE 2022;17(9):e0273153 View
- Shahriar K, Islam M, Anwar M, Sarker I. COVID-19 analytics: Towards the effect of vaccine brands through analyzing public sentiment of tweets. Informatics in Medicine Unlocked 2022;31:100969 View
- Chen L. An Improved Corpus-Based NLP Method for Facilitating Keyword Extraction: An Example of the COVID-19 Vaccine Hesitancy Corpus. Sustainability 2023;15(4):3402 View
- Aljedaani W, Saad E, Rustam F, de la Torre Díez I, Ashraf I. Role of Artificial Intelligence for Analysis of COVID-19 Vaccination-Related Tweets: Opportunities, Challenges, and Future Trends. Mathematics 2022;10(17):3199 View
- Mathayomchan B, Taecharungroj V, Wattanacharoensil W. Evolution of COVID-19 tweets about Southeast Asian Countries: topic modelling and sentiment analyses. Place Branding and Public Diplomacy 2023;19(3):317 View
- Danek S, Büttner M, Krois J, Schwendicke F. How Do Users Respond to Mass Vaccination Centers? A Cross-Sectional Study Using Natural Language Processing on Online Reviews to Explore User Experience and Satisfaction with COVID-19 Vaccination Centers. Vaccines 2023;11(1):144 View
- Chen S, Hodge C. Response to “Bilateral Retinal Detachments in a Healthy 22-Year-Old Woman After Moderna SARS-CoV-2 Vaccination”R. The Journal of Emergency Medicine 2022;62(3):423 View
- Zhou Y, Li R, Shen L. Targeting COVID-19 vaccine-hesitancy in college students: An audience-centered approach. Journal of American College Health 2024;72(9):3526 View
- Wang D, Lu J. How News Agencies’ Twitter Posts on COVID-19 Vaccines Attract Audiences’ Twitter Engagement: A Content Analysis. International Journal of Environmental Research and Public Health 2022;19(5):2716 View
- Cascini F, Pantovic A, Al-Ajlouni Y, Failla G, Puleo V, Melnyk A, Lontano A, Ricciardi W. Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literature. eClinicalMedicine 2022;48:101454 View
- Mir A, Sevukan R. Sentiment analysis of Indian Tweets about Covid-19 vaccines. Journal of Information Science 2024;50(5):1308 View
- Singla R, De R, Efferth T, Mezzetti B, Sahab Uddin M, Sanusi , Ntie-Kang F, Wang D, Schultz F, Kharat K, Devkota H, Battino M, Sur D, Lordan R, Patnaik S, Tsagkaris C, Sai C, Tripathi S, Găman M, Ahmed M, González-Burgos E, Babiaka S, Paswan S, Odimegwu J, Akram F, Simal-Gandara J, Urquiza M, Tikhonov A, Mondal H, Singla S, Lonardo S, Mulholland E, Cenanovic M, Maigoro A, Giampieri F, Lee S, Tzvetkov N, Louka A, Verma P, Chopra H, Olea S, Khan J, Alvarez Suarez J, Zheng X, Tomczyk M, Sabnani M, Medina C, Khalid G, Boyina H, Georgiev M, Supuran C, Sobarzo-Sánchez E, Fan T, Pittala V, Sureda A, Braidy N, Russo G, Vacca R, Banach M, Lizard G, Zarrouk A, Hammami S, Orhan I, Aggarwal B, Perry G, Miller M, Heinrich M, Bishayee A, Kijjoa A, Arkells N, Bredt D, Wink M, Fiebich B, Kiran G, Yeung A, Gupta G, Santini A, Lucarini M, Durazzo A, El-Demerdash A, Dinkova-Kostova A, Cifuentes A, Souto E, Zubair M, Badhe P, Echeverría J, Horbańczuk J, Horbanczuk O, Sheridan H, Sheshe S, Witkowska A, Abu-Reidah I, Riaz M, Ullah H, Oladipupo A, Lopez V, Sethiya N, Shrestha B, Ravanan P, Gupta S, Alzahrani Q, Dama Sreedhar P, Xiao J, Moosavi M, Subramani P, Singh A, Chettupalli A, Patra J, Singh G, Karpiński T, Al-Rimawi F, Abiri R, Ahmed A, Barreca D, Vats S, Amrani S, Fimognari C, Mocan A, Hritcu L, Semwal P, Shiblur Rahaman M, Emerald M, Akinrinde A, Singh A, Joshi A, Joshi T, Khan S, Balla G, Lu A, Pai S, Ghzaiel I, Acar N, Es-Safi N, Zengin G, Kureshi A, Sharma A, Baral B, Rani N, Jeandet P, Gulati M, Kapoor B, Mohanta Y, Emam-Djomeh Z, Onuku R, Depew J, Atrooz O, Goh B, Andrade J, Konwar B, Shine V, Ferreira J, Ahmad J, Chaturvedi V, Skalicka-Woźniak K, Sharma R, Gautam R, Granica S, Parisi S, Kumar R, Atanasov A, Shen B. The International Natural Product Sciences Taskforce (INPST) and the power of Twitter networking exemplified through #INPST hashtag analysis. Phytomedicine 2023;108:154520 View
- Srivastava U, Tripathi A, Kaur J, Devi S, Verma S, Singh V, Das D, Singh P, Mishra R, Kumar N, Mishra V, Kumar P, Rai V, Tamang R, Suravajhala P, Pandey R, Chaubey G. Vaccine hesitancy for coronavirus SARS-CoV-2 in Varanasi India. Frontiers in Public Health 2022;10 View
- Jabalameli S, Xu Y, Shetty S. Spatial and sentiment analysis of public opinion toward COVID-19 pandemic using twitter data: At the early stage of vaccination. International Journal of Disaster Risk Reduction 2022;80:103204 View
- Chandrasekaran R, Desai R, Shah H, Kumar V, Moustakas E. Examining Public Sentiments and Attitudes Toward COVID-19 Vaccination: Infoveillance Study Using Twitter Posts. JMIR Infodemiology 2022;2(1):e33909 View
- Rahmanti A, Chien C, Nursetyo A, Husnayain A, Wiratama B, Fuad A, Yang H, Li Y. Social media sentiment analysis to monitor the performance of vaccination coverage during the early phase of the national COVID-19 vaccine rollout. Computer Methods and Programs in Biomedicine 2022;221:106838 View
- Hu M, Conway M. Perspectives of the COVID-19 Pandemic on Reddit: Comparative Natural Language Processing Study of the United States, the United Kingdom, Canada, and Australia. JMIR Infodemiology 2022;2(2):e36941 View
- Cummins J. Getting a Vaccine, Jab, or Vax Is More Than a Regular Expression. Comment on “COVID-19 Vaccine-Related Discussion on Twitter: Topic Modeling and Sentiment Analysis”. Journal of Medical Internet Research 2022;24(2):e31978 View
- Mermer G, Özsezer G. Discussions About COVID-19 Vaccination on Twitter in Turkey: Sentiment Analysis. Disaster Medicine and Public Health Preparedness 2023;17 View
- Ferawati K, Liew K, Aramaki E, Wakamiya S. Monitoring Mentions of COVID-19 Vaccine Side Effects on Japanese and Indonesian Twitter: Infodemiological Study. JMIR Infodemiology 2022;2(2):e39504 View
- Fazel S, Zhang L, Javid B, Brikell I, Chang Z. Harnessing Twitter data to survey public attention and attitudes towards COVID-19 vaccines in the UK. Scientific Reports 2021;11(1) View
- Yin H, Song X, Yang S, Li J. Sentiment analysis and topic modeling for COVID-19 vaccine discussions. World Wide Web 2022;25(3):1067 View
- Ranney M, Friedhoff S. Public communication about public health where we really need to go. npj Digital Medicine 2022;5(1) View
- Zulfiker M, Kabir N, Biswas A, Zulfiker S, Uddin M. Analyzing the public sentiment on COVID-19 vaccination in social media: Bangladesh context. Array 2022;15:100204 View
- Amujo O, Ibeke E, Fuzi R, Ogara U, Iwendi C. Sentiment Computation of UK-Originated COVID-19 Vaccine Tweets: A Chronological Analysis and News Effect. Sustainability 2023;15(4):3212 View
- Almokdad E, Kiatkawsin K, Kaseem M. The Role of COVID-19 Vaccine Perception, Hope, and Fear on the Travel Bubble Program. International Journal of Environmental Research and Public Health 2022;19(14):8714 View
- Gélinas-Gascon F, Khoury R. Modeling and Moderation of COVID-19 Social Network Chat. Information 2023;14(2):124 View
- Braig N, Benz A, Voth S, Breitenbach J, Buettner R. Machine Learning Techniques for Sentiment Analysis of COVID-19-Related Twitter Data. IEEE Access 2023;11:14778 View
- Shaaban R, Ghazy R, Elsherif F, Ali N, Yakoub Y, Aly M, ElMakhzangy R, Abdou M, McKinna B, Elzorkany A, Abdullah F, Alnagar A, ElTaweel N, Alharthi M, Mohsin A, Ordóñez-Cruickshank A, Toniolo B, Grafolin T, Aye T, Goh Y, Deghidy E, Bahri S, Sappayabanphot J, Elhadi Y, Mohammed S, El-Deen A, Ismail I, ElHafeez S, Elbarazi I, Saddik B, El-Khatib Z, Mohsin H, Kamal A. COVID-19 Vaccine Acceptance among Social Media Users: A Content Analysis, Multi-Continent Study. International Journal of Environmental Research and Public Health 2022;19(9):5737 View
- Liu Y, Yin Z, Ni C, Yan C, Wan Z, Malin B. Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study. Journal of Medical Internet Research 2023;25:e42985 View
- Niu Q, Liu J, Kato M, Shinohara Y, Matsumura N, Aoyama T, Nagai-Tanima M. Public Opinion and Sentiment Before and at the Beginning of COVID-19 Vaccinations in Japan: Twitter Analysis. JMIR Infodemiology 2022;2(1):e32335 View
- Blanco G, Lourenço A. Optimism and pessimism analysis using deep learning on COVID-19 related twitter conversations. Information Processing & Management 2022;59(3):102918 View
- Ledford C, Cafferty L, Moore J, Roberts C, Whisenant E, Garcia Rychtarikova A, Seehusen D. The dynamics of trust and communication in COVID-19 vaccine decision making: A qualitative inquiry. Journal of Health Communication 2022;27(1):17 View
- Zhang B, Lin J, Luo M, Zeng C, Feng J, Zhou M, Deng F. Changes in Public Sentiment under the Background of Major Emergencies—Taking the Shanghai Epidemic as an Example. International Journal of Environmental Research and Public Health 2022;19(19):12594 View
- Gussner A, Baskar D, Rohde M, Ganley T, Shea K. Evaluating Information About Osteochondritis Dissecans Shared Across Social Media Platforms. Journal of Pediatric Orthopaedics 2022;42(10):627 View
- Park S, Suh Y. A Comprehensive Analysis of COVID-19 Vaccine Discourse by Vaccine Brand on Twitter in Korea: Topic and Sentiment Analysis. Journal of Medical Internet Research 2023;25:e42623 View
- Sigalo N, St Jean B, Frias-Martinez V. Using Social Media to Predict Food Deserts in the United States: Infodemiology Study of Tweets. JMIR Public Health and Surveillance 2022;8(7):e34285 View
- ÇILGIN C, GÖKÇEN H, GÖKŞEN Y. Twitter’da COVID-19 aşılarına karşı kamu duyarlılığının çoğunluk oylama sınıflandırıcısı temelli makine öğrenmesi ile duygu analizi. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 2022;38(2):1093 View
- Su Y, Li S, Huang F, Xue J, Zhu T. Exploring the Influencing Factors of COVID-19 Vaccination Willingness among Young Adults in China. International Journal of Environmental Research and Public Health 2023;20(5):3960 View
- Qorib M, Oladunni T, Denis M, Ososanya E, Cotae P. Covid-19 vaccine hesitancy: Text mining, sentiment analysis and machine learning on COVID-19 vaccination Twitter dataset. Expert Systems with Applications 2023;212:118715 View
- Kandasamy V, Trojovský P, Machot F, Kyamakya K, Bacanin N, Askar S, Abouhawwash M. Sentimental Analysis of COVID-19 Related Messages in Social Networks by Involving an N-Gram Stacked Autoencoder Integrated in an Ensemble Learning Scheme. Sensors 2021;21(22):7582 View
- Gao H, Zhao Q, Ning C, Guo D, Wu J, Li L. Does the COVID-19 Vaccine Still Work That “Most of the Confirmed Cases Had Been Vaccinated”? A Content Analysis of Vaccine Effectiveness Discussion on Sina Weibo during the Outbreak of COVID-19 in Nanjing. International Journal of Environmental Research and Public Health 2021;19(1):241 View
- Chin H, Lima G, Shin M, Zhunis A, Cha C, Choi J, Cha M. User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis. Journal of Medical Internet Research 2023;25:e40922 View
- Saini V, Liang L, Yang Y, Le H, Wu C. The Association Between Dissemination and Characteristics of Pro-/Anti-COVID-19 Vaccine Messages on Twitter: Application of the Elaboration Likelihood Model. JMIR Infodemiology 2022;2(1):e37077 View
- Ruiz-Núñez C, Herrera-Peco I, Campos-Soler S, Carmona-Pestaña Á, Benítez de Gracia E, Peña Deudero J, García-Notario A. Sentiment Analysis on Twitter: Role of Healthcare Professionals in the Global Conversation during the AstraZeneca Vaccine Suspension. International Journal of Environmental Research and Public Health 2023;20(3):2225 View
- Zhang Q, Shi Y, English A. COVID-19 Vaccine Uptake in the Context of the First Delta Outbreak in China During the Early Summer of 2021: The Role of Geographical Distance and Vaccine Talk. Risk Management and Healthcare Policy 2022;Volume 15:1203 View
- Huang X, Wang S, Zhang M, Hu T, Hohl A, She B, Gong X, Li J, Liu X, Gruebner O, Liu R, Li X, Liu Z, Ye X, Li Z. Social media mining under the COVID-19 context: Progress, challenges, and opportunities. International Journal of Applied Earth Observation and Geoinformation 2022;113:102967 View
- Zang S, Zhang X, Xing Y, Chen J, Lin L, Hou Z. Applications of Social Media and Digital Technologies in COVID-19 Vaccination: Scoping Review. Journal of Medical Internet Research 2023;25:e40057 View
- Ritschl V, Eibensteiner F, Mosor E, Omara M, Sperl L, Nawaz F, Siva Sai C, Cenanovic M, Devkota H, Hribersek M, De R, Klager E, Schaden E, Kletecka-Pulker M, Völkl-Kernstock S, Willschke H, Aufricht C, Atanasov A, Stamm T. Mandatory Vaccination Against COVID-19: Twitter Poll Analysis on Public Health Opinion. JMIR Formative Research 2022;6(6):e35754 View
- Kumar N, Corpus I, Hans M, Harle N, Yang N, McDonald C, Sakai S, Janmohamed K, Chen K, Altice F, Tang W, Schwartz J, Jones-Jang S, Saha K, Memon S, Bauch C, Choudhury M, Papakyriakopoulos O, Tucker J, Goyal A, Tyagi A, Khoshnood K, Omer S. COVID-19 vaccine perceptions in the initial phases of US vaccine roll-out: an observational study on reddit. BMC Public Health 2022;22(1) View
- Kumar S, Khan M, Hasanat M, Saudagar A, AlTameem A, AlKhathami M. An Anomaly Detection Framework for Twitter Data. Applied Sciences 2022;12(21):11059 View
- Mondal H, Parvanov E, Singla R, Rayan R, Nawaz F, Ritschl V, Eibensteiner F, Siva Sai C, Cenanovic M, Devkota H, Hribersek M, De R, Klager E, Kletecka-Pulker M, Völkl-Kernstock S, Khalid G, Lordan R, Găman M, Shen B, Stamm T, Willschke H, Atanasov A. Twitter-based crowdsourcing: What kind of measures can help to end the COVID-19 pandemic faster?. Frontiers in Medicine 2022;9 View
- Zhang J, Wang Y, Shi M, Wang X. Factors Driving the Popularity and Virality of COVID-19 Vaccine Discourse on Twitter: Text Mining and Data Visualization Study. JMIR Public Health and Surveillance 2021;7(12):e32814 View
- Baird A, Xia Y, Cheng Y. Consumer perceptions of telehealth for mental health or substance abuse: a Twitter-based topic modeling analysis. JAMIA Open 2022;5(2) View
- Bari A, Heymann M, Cohen R, Zhao R, Szabo L, Apas Vasandani S, Khubchandani A, DiLorenzo M, Coffee M. Exploring Coronavirus Disease 2019 Vaccine Hesitancy on Twitter Using Sentiment Analysis and Natural Language Processing Algorithms. Clinical Infectious Diseases 2022;74(Supplement_3):e4 View
- Ke S, Neeley-Tass E, Barnes M, Hanson C, Giraud-Carrier C, Snell Q. COVID-19 Health Beliefs Regarding Mask Wearing and Vaccinations on Twitter: Deep Learning Approach. JMIR Infodemiology 2022;2(2):e37861 View
- Hong Y, Xie F, An X, Lan X, Liu C, Yan L, Zhang H. Evolution of Public Attitudes and Opinions Regarding COVID-19 Vaccination During the Vaccine Campaign in China: Year-Long Infodemiology Study of Weibo Posts. Journal of Medical Internet Research 2023;25:e42671 View
- Bustos V, Comer C, Manstein S, Laikhter E, Shiah E, Xun H, Lee B, Lin S. Twitter Voices: Twitter Users’ Sentiments and Emotions About COVID-19 Vaccination within the United States. European Journal of Environment and Public Health 2022;6(1):em0096 View
- Cheng C. Time-Series Associations between Public Interest in COVID-19 Variants and National Vaccination Rate: A Google Trends Analysis. Behavioral Sciences 2022;12(7):223 View
- Magazzino C, Mele M, Coccia M. A machine learning algorithm to analyse the effects of vaccination on COVID-19 mortality. Epidemiology and Infection 2022;150 View
- Qiao S, Li Z, Liang C, Li X, Rudisill C. Three dimensions of COVID‐19 risk perceptions and their socioeconomic correlates in the United States: A social media analysis. Risk Analysis 2023;43(6):1174 View
- Ainapure B, Pise R, Reddy P, Appasani B, Srinivasulu A, Khan M, Bizon N. Sentiment Analysis of COVID-19 Tweets Using Deep Learning and Lexicon-Based Approaches. Sustainability 2023;15(3):2573 View
- Villegas-Ch. W, Molina S, Janón V, Montalvo E, Mera-Navarrete A. Proposal of a Method for the Analysis of Sentiments in Social Networks with the Use of R. Informatics 2022;9(3):63 View
- Hua Y, Jiang H, Lin S, Yang J, Plasek J, Bates D, Zhou L. Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. Journal of the American Medical Informatics Association 2022;29(10):1668 View
- Yiannakoulias N, Darlington J, Slavik C, Benjamin G. Negative COVID-19 Vaccine Information on Twitter: Content Analysis. JMIR Infodemiology 2022;2(2):e38485 View
- Zhu J, Weng F, Zhuang M, Lu X, Tan X, Lin S, Zhang R. Revealing Public Opinion towards the COVID-19 Vaccine with Weibo Data in China: BertFDA-Based Model. International Journal of Environmental Research and Public Health 2022;19(20):13248 View
- Luo C, Chen A, Cui B, Liao W. Exploring public perceptions of the COVID-19 vaccine online from a cultural perspective: Semantic network analysis of two social media platforms in the United States and China. Telematics and Informatics 2021;65:101712 View
- Kobayashi R, Takedomi Y, Nakayama Y, Suda T, Uno T, Hashimoto T, Toyoda M, Yoshinaga N, Kitsuregawa M, Rocha L. Evolution of Public Opinion on COVID-19 Vaccination in Japan: Large-Scale Twitter Data Analysis. Journal of Medical Internet Research 2022;24(12):e41928 View
- Azizi F, Hajiabadi H, Vahdat-Nejad H, Khosravi M. Detecting and analyzing topics of massive COVID-19 related tweets for various countries. Computers and Electrical Engineering 2023;106:108561 View
- Sun K, Wang H, Zhang J. The impact factors of social media users' forwarding behavior of COVID-19 vaccine topic: Based on empirical analysis of Chinese Weibo users. Frontiers in Public Health 2022;10 View
- Feizollah A, Anuar N, Mehdi R, Firdaus A, Sulaiman A. Understanding COVID-19 Halal Vaccination Discourse on Facebook and Twitter Using Aspect-Based Sentiment Analysis and Text Emotion Analysis. International Journal of Environmental Research and Public Health 2022;19(10):6269 View
- Marshall C, Lanyi K, Green R, Wilkins G, Pearson F, Craig D. Using Natural Language Processing to Explore Mental Health Insights From UK Tweets During the COVID-19 Pandemic: Infodemiology Study. JMIR Infodemiology 2022;2(1):e32449 View
- Greyling T, Rossouw S, Gesser-Edelsburg A. Positive attitudes towards COVID-19 vaccines: A cross-country analysis. PLOS ONE 2022;17(3):e0264994 View
- Wang X, He R. Supporting Vaccination on TikTok During the COVID-19 Pandemic: Vaccine Beliefs, Emotions, and Comments. Frontiers in Psychology 2022;13 View
- Niu Q, Liu J, Kato M, Nagai-Tanima M, Aoyama T. The Effect of Fear of Infection and Sufficient Vaccine Reservation Information on Rapid COVID-19 Vaccination in Japan: Evidence From a Retrospective Twitter Analysis. Journal of Medical Internet Research 2022;24(6):e37466 View
- Jang H, Rempel E, Roe I, Adu P, Carenini G, Janjua N. Tracking Public Attitudes Toward COVID-19 Vaccination on Tweets in Canada: Using Aspect-Based Sentiment Analysis. Journal of Medical Internet Research 2022;24(3):e35016 View
- Yousef M, Dietrich T, Rundle-Thiele S. Actions Speak Louder Than Words: Sentiment and Topic Analysis of COVID-19 Vaccination on Twitter and Vaccine Uptake. JMIR Formative Research 2022;6(9):e37775 View
- Baj-Rogowska A. Mapping of the Covid-19 Vaccine Uptake Determinants From Mining Twitter Data. IEEE Access 2021;9:134929 View
- Kanmodi K, Abolade O, Amzat J, Nnyanzi L. Analysis of Global Search and Research Interests on Dentists Using Infoveillance and Bibliometric Approaches. Oral 2022;3(1):11 View
- Yin J. Media Data and Vaccine Hesitancy: Scoping Review. JMIR Infodemiology 2022;2(2):e37300 View
- Alkhaldi N, Asiri Y, Mashraqi A, Halawani H, Abdel-Khalek S, Mansour R. Leveraging Tweets for Artificial Intelligence Driven Sentiment Analysis on the COVID-19 Pandemic. Healthcare 2022;10(5):910 View
- Murdhi Alenzi B, Badruddin Khan M, Hoque Abul Hasanat M, Khader Jilani Saudagar A, AlKhathami M, AlTameem A. Automatic Annotation Performance of TextBlob and VADER on Covid Vaccination Dataset. Intelligent Automation & Soft Computing 2022;34(2):1311 View
- Morita P, Zakir Hussain I, Kaur J, Lotto M, Butt Z. Tweeting for Health Using Real-time Mining and Artificial Intelligence–Based Analytics: Design and Development of a Big Data Ecosystem for Detecting and Analyzing Misinformation on Twitter. Journal of Medical Internet Research 2023;25:e44356 View
- Zhou Y, Li R, Shen L. Psychological profiles of COVID vaccine-hesitant individuals and implications for vaccine message design strategies. Vaccine: X 2023;13:100279 View
- Lindelöf G, Aledavood T, Keller B. Dynamics of the Negative Discourse Toward COVID-19 Vaccines: Topic Modeling Study and an Annotated Data Set of Twitter Posts. Journal of Medical Internet Research 2023;25:e41319 View
- He S, Li D, Liu C, Xiong Y, Liu D, Feng J, Wen J, Napoli C. Crisis communication in the WHO COVID-19 press conferences: A retrospective analysis. PLOS ONE 2023;18(3):e0282855 View
- Ma N, Yu G, Jin X, Zhu X. Quantified multidimensional public sentiment characteristics on social media for public opinion management: Evidence from the COVID-19 pandemic. Frontiers in Public Health 2023;11 View
- Kwon S, Park A. Examining thematic and emotional differences across Twitter, Reddit, and YouTube: The case of COVID-19 vaccine side effects. Computers in Human Behavior 2023;144:107734 View
- Gozuacik N, Sakar C, Ozcan S. Technological forecasting based on estimation of word embedding matrix using LSTM networks. Technological Forecasting and Social Change 2023;191:122520 View
- Davidson P, Muniandy T, Karmegam D. Perception of COVID-19 vaccination among Indian Twitter users: computational approach. Journal of Computational Social Science 2023;6(2):541 View
- Liu H, Zhou M, Lu X, Abusorrah A, Al-Turki Y. Analysis of Evolutionary Social Media Activities: Pre-Vaccine and Post-Vaccine Emergency Use. IEEE/CAA Journal of Automatica Sinica 2023;10(4):1090 View
- Wang H, Li Y, Hutch M, Kline A, Otero S, Mithal L, Miller E, Naidech A, Luo Y. Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. Journal of the American Medical Informatics Association 2023;30(5):923 View
- Suhaimi N, Zhang Y, Yongsatianchot N, Gaggiano J, Okrah A, Patel S, Marsella S, Kim M, Parker A, Griffin J. Social Media Use and COVID-19 Vaccination Intent: An Exploratory Study on the Mediating Role of Information Exposure. Interacting with Computers 2023;35(5):604 View
- Schmid-Petri H, Bürger M, Schlögl S, Schwind M, Mitrović J, Kühn R. The multilingual Twitter-discourse on vaccination in Germany during the COVID-19 pandemic. Media and Communication 2023;11(1):293 View
- Anoop V, Sreelakshmi S. Public discourse and sentiment during Mpox outbreak: an analysis using natural language processing. Public Health 2023;218:114 View
- Catelli R, Pelosi S, Comito C, Pizzuti C, Esposito M. Lexicon-based sentiment analysis to detect opinions and attitude towards COVID-19 vaccines on Twitter in Italy. Computers in Biology and Medicine 2023;158:106876 View
- Kuo Y, Lin C, Wang Y, Shieh G, Chu W. Use of YouTube by academic medical centres during the COVID-19 pandemic: an observational study in Taiwan. BMJ Open 2023;13(4):e071085 View
- Lokmanoglu A, Nisbet E, Osborne M, Tien J, Malloy S, Cueva Chacón L, Villa Turek E, Abhari R. Social Media Sentiment about COVID-19 Vaccination Predicts Vaccine Acceptance among Peruvian Social Media Users the Next Day. Vaccines 2023;11(4):817 View
- Lee J, Hameleers M, Shin S. The emotional effects of multimodal disinformation: How multimodality, issue relevance, and anxiety affect misperceptions about the flu vaccine. New Media & Society 2024;26(12):6838 View
- Liu B, You J, Huang L, Chen M, Shen Y, Xiong L, Zheng S, Huang M. The 100 Most-Cited Articles in COVID-19 Vaccine Hesitancy Based on Web of Science: A Bibliometric Analysis. Infection and Drug Resistance 2023;Volume 16:2625 View
- Vishwakarma A, Chugh M. COVID-19 vaccination perception and outcome: society sentiment analysis on twitter data in India. Social Network Analysis and Mining 2023;13(1) View
- Shokoohyar S, Ghomi V, Jafari Gorizi A, Liang W, Sinclair A. Impact of COVID-19 outbreak and vaccination on ride-sharing services: a social media analysis. Transportation Letters 2024;16(6):527 View
- Li W, Sun R, He H, Chen L. How does three-dimensional landscape pattern affect urban residents' sentiments. Cities 2023;143:104619 View
- Zaidi Z, Ye M, Samon F, Jama A, Gopalakrishnan B, Gu C, Karunasekera S, Evans J, Kashima Y. Topics in Antivax and Provax Discourse: Yearlong Synoptic Study of COVID-19 Vaccine Tweets. Journal of Medical Internet Research 2023;25:e45069 View
- Liu Y, Shi J, Zhao C, Zhang C. Generalizing factors of COVID-19 vaccine attitudes in different regions: A summary generation and topic modeling approach. DIGITAL HEALTH 2023;9 View
- Shankar K, Chandrasekaran R, Jeripity Venkata P, Miketinas D. Investigating the Role of Nutrition in Enhancing Immunity During the COVID-19 Pandemic: Twitter Text-Mining Analysis. Journal of Medical Internet Research 2023;25:e47328 View
- KURNAZ A. Konu Modelleme Analizi ile İş İlanlarında İstenilen Pazarlama Becerilerinin Araştırılması. İktisadi İdari ve Siyasal Araştırmalar Dergisi 2023:937 View
- Wang Y, Willis E, Yeruva V, Ho D, Lee Y. A case study of using natural language processing to extract consumer insights from tweets in American cities for public health crises. BMC Public Health 2023;23(1) View
- Ma D, Zhang C, Zhao L, Huang Q, Liu B. An Analysis of the Evolution of Public Sentiment and Spatio-Temporal Dynamics Regarding Building Collapse Accidents Based on Sina Weibo Data. ISPRS International Journal of Geo-Information 2023;12(10):388 View
- Verjovsky M, Barreto M, Carmo I, Coutinho B, Thomer L, Lifschitz S, Jurberg C. Political quarrel overshadows vaccination advocacy: How the vaccine debate on Brazilian Twitter was framed by anti-vaxxers during Bolsonaro administration. Vaccine 2023;41(39):5715 View
- Li W, Haunert J, Knechtel J, Zhu J, Zhu Q, Dehbi Y. Social media insights on public perception and sentiment during and after disasters: The European floods in 2021 as a case study. Transactions in GIS 2023;27(6):1766 View
- Marshall D, McRee A, Gower A, Reiter P. Views about vaccines and how views changed during the COVID-19 pandemic among a national sample of young gay, bisexual, and other men who have sex with men. Human Vaccines & Immunotherapeutics 2023;19(3) View
- Lotto M, Zakir Hussain I, Kaur J, Butt Z, Cruvinel T, Morita P. Analysis of Fluoride-Free Content on Twitter: Topic Modeling Study. Journal of Medical Internet Research 2023;25:e44586 View
- Zhou X, Song S, Zhang Y, Hou Z. Deep Learning Analysis of COVID-19 Vaccine Hesitancy and Confidence Expressed on Twitter in 6 High-Income Countries: Longitudinal Observational Study. Journal of Medical Internet Research 2023;25:e49753 View
- Verma M, Moudgil N, Goel G, Pardeshi P, Joseph J, Kumar N, Singh K, Singh H, Kodali P. People’s perceptions on COVID-19 vaccination: an analysis of twitter discourse from four countries. Scientific Reports 2023;13(1) View
- Cheng T, Han B, Liu Y. Exploring public sentiment and vaccination uptake of COVID-19 vaccines in England: a spatiotemporal and sociodemographic analysis of Twitter data. Frontiers in Public Health 2023;11 View
- Stiletto A, Cei L, Trestini S. A Little Bird Told Me… Nutri-Score Panoramas from a Flight over Europe, Connecting Science and Society. Nutrients 2023;15(15):3367 View
- Zanchetta M, Fracazzo V, Lucchese S, Soares J, Costa E, Medeiros M. Interactions about Coping - Social Support during Pandemics by Brazilian Users: A Media Analysis Study. Revista de Enfermagem da UFSM 2023;13:e35 View
- Faizah , Lin B. Visualizing Change and Correlation of Topics With LDA and Agglomerative Clustering on COVID-19 Vaccine Tweets. IEEE Access 2023;11:51647 View
- Kahraman E, Demirel S, Gündüz U. COVID-19 vaccines in twitter ecosystem: Analyzing perceptions and attitudes by sentiment and text analysis method. Journal of Public Health 2023 View
- Christodoulakis N, Abdelkader W, Lokker C, Cotterchio M, Griffith L, Vanderloo L, Anderson L. Public Health Surveillance of Behavioral Cancer Risk Factors During the COVID-19 Pandemic: Sentiment and Emotion Analysis of Twitter Data. JMIR Formative Research 2023;7:e46874 View
- ShabaniMirzaei T, Chamani H, Abaskohi A, Zadeh Z, Bahrak B. A large-scale analysis of Persian Tweets regarding Covid-19 vaccination. Social Network Analysis and Mining 2023;13(1) View
- Liu Z, Orr S, Kumar P, Grau-Bove J. Measuring the impact of COVID-19 on heritage sites in the UK using social media data. Humanities and Social Sciences Communications 2023;10(1) View
- Peschke L, Gyftopoulos S, Kapusuzoğlu A, Folkvord F, Gümüş Ağca Y, Kaldoudi E, Drosatos G, Ceylan N, Pecchia L, Güneş Peschke S. Practices of Knowledge Exchange in the Context of the COVID-19 Pandemic. Journal of the Knowledge Economy 2023;15(3):12881 View
- Litvinova O, Matin F, Matin M, Zima-Kulisiewicz B, Tomasik C, Siddiquea B, Stoyanov J, Atanasov A, Willschke H. Patient safety discourse in a pandemic: a Twitter hashtag analysis study on #PatientSafety. Frontiers in Public Health 2023;11 View
- Lu M, Ali M, Zhang W, Kumar N. Mediation analysis of public emotions in response to policy implementation performance during crises: the case of COVID-19 management policies in the UK. Public Management Review 2024;26(8):2499 View
- Biswas M, Shah Z. Extracting factors associated with vaccination from Twitter data and mapping to behavioral models. Human Vaccines & Immunotherapeutics 2023;19(3) View
- Kim Saxton M, Colby H, Saxton T, Pasumarti V. Why or How? the impact of Construal-Level Theory on vaccine message receptivity. Journal of Business Research 2024;172:114436 View
- Sigalo N, Frias-Martinez V. Using COVID-19 Vaccine Attitudes Found in Tweets to Predict Vaccine Perceptions in Traditional Surveys: Infodemiology Study. JMIR Infodemiology 2023;3:e43700 View
- Harada N, Kuzmichev A, Dean H. COVID-19 Response of the Journal Public Health Reports (PHR), March 2020–March 2023. Public Health Reports® 2024;139(2):154 View
- Sandu A, Cotfas L, Delcea C, Crăciun L, Molănescu A. Sentiment Analysis in the Age of COVID-19: A Bibliometric Perspective. Information 2023;14(12):659 View
- Ahammad T. Identifying hidden patterns of fake COVID-19 news: An in-depth sentiment analysis and topic modeling approach. Natural Language Processing Journal 2024;6:100053 View
- Tasențe T, Carataș M, Alabdullah T. Analysis of sentiment in the European Central Bank’s social media activity during the Covid-19 pandemic and Ukraine War: A navigating crisis communication. Doxa Comunicación. Revista Interdisciplinar de Estudios de Comunicación y Ciencias Sociales 2024 View
- Wang Y, Wang X, Zhang J, Shi M, Wanta W. Tracking attention about COVID-19 vaccines on twitter and newspapers: A dynamic agenda-setting approach. Telematics and Informatics Reports 2024;13:100122 View
- Kolandai K, Milne B, von Randow M, Bullen C, Marsh S, Crump J. Public opinion on global COVID-19 vaccine procurement and distribution policies: A nationally representative survey in Aotearoa New Zealand 2022. Vaccine 2024;42(6):1372 View
- Gyftopoulos S, Drosatos G, Fico G, Pecchia L, Kaldoudi E. Analysis of Pharmaceutical Companies’ Social Media Activity during the COVID-19 Pandemic and Its Impact on the Public. Behavioral Sciences 2024;14(2):128 View
- Zou H, Hyland K. “People should get their booster”. International Journal of Corpus Linguistics 2024 View
- Morita P, Lotto M, Kaur J, Chumachenko D, Oetomo A, Espiritu K, Hussain I. What is the impact of artificial intelligence-based chatbots on infodemic management?. Frontiers in Public Health 2024;12 View
- Zhang A, Ong C. “We Are Bulletproof”: The Transcultural Power of Fandom in #StopAsianHate. Sociological Inquiry 2024;94(2):391 View
- Sipilä J, Tarkiainen A, Levänen J. Exploration of public discussion around sustainable consumption on social media. Resources, Conservation and Recycling 2024;204:107505 View
- Kamba M, She W, Ferawati K, Wakamiya S, Aramaki E. Exploring the Impact of the COVID-19 Pandemic on Twitter in Japan: Qualitative Analysis of Disrupted Plans and Consequences. JMIR Infodemiology 2024;4:e49699 View
- Mehra V, Singh P, Bharany S, Sawhney R. Sports, crisis, and social media: a Twitter-based exploration of the Tokyo Olympics in the COVID-19 era. Social Network Analysis and Mining 2024;14(1) View
- Li Y, Chen M, Lee H. Health communication on social media at the early stage of the pandemic: Examining health professionals’ COVID-19 related tweets. Social Science & Medicine 2024;347:116748 View
- Nelson V, Bashyal B, Tan P, Argyris Y. Vaccine rhetoric on social media and COVID-19 vaccine uptake rates: A triangulation using self-reported vaccine acceptance. Social Science & Medicine 2024;348:116775 View
- Bhatia T, Rathi S, Singh T, Naha B. Sentiment Analysis of Covid Vaccine Myths using Various Data Visualization Tools. EAI Endorsed Transactions on Pervasive Health and Technology 2024;10 View
- Zhang J, Wang Y, Mouton M, Zhang J, Shi M. Public Discourse, User Reactions, and Conspiracy Theories on the X Platform About HIV Vaccines: Data Mining and Content Analysis. Journal of Medical Internet Research 2024;26:e53375 View
- Mamo Y, Crompton H, Burke D, Nickel C. Higher Education Faculty Perceptions of ChatGPT and the Influencing Factors: A Sentiment Analysis of X. TechTrends 2024;68(3):520 View
- Tarango García A, Lugo-Reyes S, Alvarez Cardona A. Análisis de sentimientos acerca de la inmunoterapia con alérgenos en Twitter mediante un modelo de procesamiento natural de lenguaje. Revista Alergia México 2024;71(1):8 View
- Mondal H, Mickael M, Matin M, Hrg D, Smith M, Matin F, Stoyanov J, Parvanov E, Atanasov A. The power of #physiotherapy: a social media hashtag investigation on X (formerly Twitter). Exploration of Digital Health Technologies 2024;(3):135 View
- Correia J, Ahmad S, Waqas A, Meraj H, Pataky Z. Exploring Public Emotions on Obesity During the COVID-19 Pandemic Using Sentiment Analysis and Topic Modeling: Cross-Sectional Study. Journal of Medical Internet Research 2024;26:e52142 View
- Roh G, Lee S, Kim J, Lee S. SNSMiner_VAC: Analyzing vaccination based on social network service data for safety surveillance. Expert Systems with Applications 2024;255:124684 View
- Sarracino F, Greyling T, O'Connor K, Peroni C, Rossouw S. Trust predicts compliance with COVID-19 containment policies: Evidence from ten countries using big data. Economics & Human Biology 2024;54:101412 View
- Vashchenko V. Topic modeling for short texts: comparative analysis of algorithms. Sociology: methodology, methods, mathematical modeling (Sociology: 4M) 2024;29(56):69 View
- Choi S, Eom S. Using Twitter to fight the COVID-19 pandemic: the case of United States governors. Public Management Review 2024:1 View
- Santos P, Oliveira L, Lima M, Souza D, Silva J, Oliveira G, Brom P, Chahad A, Lopes C, Silva M, Batista K. Exploring public-private partnerships in Latin America and the Caribbean using topic modeling and sentiment analysis. Caderno Pedagógico 2024;21(9):e7428 View
- Takedomi Y, Nakayama Y, Suda T, Uno T, Hashimoto T, Toyoda M, Yoshinaga N, Kitsuregawa M, Kobayashi R. Evolution of COVID-19 Vaccination-related Topics on Twitter. Transactions of the Japanese Society for Artificial Intelligence 2024;39(5):C-N93_1 View
- Mazzeo Rinaldi F, Miracula V, Picone A, Occhipinti O. Public sentiment on the Israeli–Palestinian conflict: insights from YouTube, Mastodon, and Google Trends. Mathematical Population Studies 2024;31(4):242 View
- Rouhani S, Mozaffari F. Comprehensive analytics of COVID-19 vaccine research: From topic modeling to topic classification. Artificial Intelligence in Medicine 2024;157:102980 View
- Liu Y, Zhao C, Zhang C. Understanding COVID-19 vaccine hesitancy of different regions in the post-epidemic era: A causality deep learning approach. DIGITAL HEALTH 2024;10 View
- Kang X, Stamolampros P. Unveiling public perceptions at the beginning of lockdown: an application of structural topic modeling and sentiment analysis in the UK and India. BMC Public Health 2024;24(1) View
- Liu M, Yuan S, Li B, Zhang Y, Liu J, Guan C, Chen Q, Ruan J, Xie L. Chinese Public Attitudes and Opinions on Health Policies During Public Health Emergencies: Sentiment and Topic Analysis. Journal of Medical Internet Research 2024;26:e58518 View
- Ayaz H, Celik M, Koytak H, Yanik I, Dovrolis C. Exploring vaccine hesitancy in digital public discourse: From tribal polarization to socio-economic disparities. PLOS ONE 2024;19(11):e0308122 View
- Xu J, Wu Z, Wass L, Larson H, Lin L. Mapping global public perspectives on mRNA vaccines and therapeutics. npj Vaccines 2024;9(1) View
- Ahmad H, Azhar A, Algosaibi A, Hussain J. Understanding Fluctuations in Public Opinion toward COVID-19 Vaccines: Insights from Social Media Analysis. Sage Open 2024;14(4) View
Books/Policy Documents
- Utsu K, Yagi N, Fukushima A, Takemori Y, Okazaki A, Uchida O. Information Technology in Disaster Risk Reduction. View
- Lezama Sánchez A, Tovar Vidal M, Reyes-Ortiz J. Proceedings of the Future Technologies Conference (FTC) 2022, Volume 3. View
- Dhir K, Singh P, Dwivedi Y, Sawhney S, Sawhney R. Co-creating for Context in the Transfer and Diffusion of IT. View
- Pachlore A, Chakkarwar V. Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022). View
- Kusbaryanto , Fathurrohmanuthor . Intelligent Sustainable Systems. View
- Okeya-Olayinka A. Public Health Communication Challenges to Minority and Indigenous Communities. View
- Moreno-Ortiz A. Making Sense of Large Social Media Corpora. View
- Sarker A. Natural Language Processing in Biomedicine. View
- Rossouw S, Greyling T. Resistance to COVID-19 Vaccination. View
- Cavanagh A. Anti-Vaccination and the Media. View