Published on in Vol 3, No 4 (2017): Oct-Dec

Journals
- Staal Y, van de Nobelen S, Havermans A, Talhout R. New Tobacco and Tobacco-Related Products: Early Detection of Product Development, Marketing Strategies, and Consumer Interest. JMIR Public Health and Surveillance 2018;4(2):e55 View
- Pozzana I, Ferrara E. Measuring Bot and Human Behavioral Dynamics. Frontiers in Physics 2020;8 View
- Basáñez T, Majmundar A, Cruz T, Unger J. Vaping associated with healthy food words: A content analysis of Twitter. Addictive Behaviors Reports 2018;8:147 View
- Mavragani A. Infodemiology and Infoveillance: Scoping Review. Journal of Medical Internet Research 2020;22(4):e16206 View
- Soneji S, Yang J, Moran M, Tan A, Sargent J, Knutzen K, Choi K. Engagement With Online Tobacco Marketing Among Adolescents in the United States: 2013–2014 to 2014–2015. Nicotine & Tobacco Research 2019;21(7):918 View
- Allem J, Majmundar A, Dharmapuri L, Unger J, Cruz T. Insights on electronic cigarette products from reviews on the Reddit forum. Tobacco Prevention & Cessation 2019;5(September) View
- Allem J, Majmundar A, Dharmapuri L, Cruz T, Unger J. E-liquid-related posts to Twitter in 2018: Thematic analysis. Addictive Behaviors Reports 2019;10:100196 View
- Mackey T, Kalyanam J, Klugman J, Kuzmenko E, Gupta R. Solution to Detect, Classify, and Report Illicit Online Marketing and Sales of Controlled Substances via Twitter: Using Machine Learning and Web Forensics to Combat Digital Opioid Access. Journal of Medical Internet Research 2018;20(4):e10029 View
- Abulaish M, Fazil M. Socialbots: Impacts, Threat-Dimensions, and Defense Challenges. IEEE Technology and Society Magazine 2020;39(3):52 View
- Pruss D, Fujinuma Y, Daughton A, Paul M, Arnot B, Albers Szafir D, Boyd-Graber J, Xia F. Zika discourse in the Americas: A multilingual topic analysis of Twitter. PLOS ONE 2019;14(5):e0216922 View
- Ferrara E. The history of digital spam. Communications of the ACM 2019;62(8):82 View
- Al-Rawi A. The fentanyl crisis & the dark side of social media. Telematics and Informatics 2019;45:101280 View
- Allem J, Escobedo P, Dharmapuri L. Cannabis Surveillance With Twitter Data: Emerging Topics and Social Bots. American Journal of Public Health 2020;110(3):357 View
- McCausland K, Maycock B, Leaver T, Wolf K, Freeman B, Thomson K, Jancey J. E-Cigarette Promotion on Twitter in Australia: Content Analysis of Tweets. JMIR Public Health and Surveillance 2020;6(4):e15577 View
- Allem J, Dharmapuri L, Unger J, Cruz T. Characterizing JUUL-related posts on Twitter. Drug and Alcohol Dependence 2018;190:1 View
- Shu K, Bhattacharjee A, Alatawi F, Nazer T, Ding K, Karami M, Liu H. Combating disinformation in a social media age. WIREs Data Mining and Knowledge Discovery 2020;10(6) View
- Robertson L, Hoek J, Blank M, Richards R, Ling P, Popova L, McMillan L. A qualitative exploration of information-seeking by electronic nicotine delivery systems (ENDS) users in New Zealand. BMJ Open 2018;8(10):e023375 View
- Yeung D. Social Media as a Catalyst for Policy Action and Social Change for Health and Well-Being: Viewpoint. Journal of Medical Internet Research 2018;20(3):e94 View
- Ledford H. Social scientists battle bots to glean insights from online chatter. Nature 2020;578(7793):17 View
- Pokhrel P, Fagan P, Kawamoto C, Okamoto S, Herzog T. Predictors of marijuana vaping onset and escalation among young adults. Drug and Alcohol Dependence 2020;216:108320 View
- Gao Y, Xie Z, Sun L, Xu C, Li D. Electronic Cigarette–Related Contents on Instagram: Observational Study and Exploratory Analysis. JMIR Public Health and Surveillance 2020;6(4):e21963 View
- Kudugunta S, Ferrara E. Deep neural networks for bot detection. Information Sciences 2018;467:312 View
- Reuter K, MacLennan A, Le N, Unger J, Kaiser E, Angyan P. A Software Tool Aimed at Automating the Generation, Distribution, and Assessment of Social Media Messages for Health Promotion and Education Research. JMIR Public Health and Surveillance 2019;5(2):e11263 View
- Kochigina A. The parallel power in organizations’ defense: Exploring faith-holders and their crisis communication. Public Relations Review 2020;46(4):101950 View
- Zhang Y, Allem J, Unger J, Boley Cruz T. Automated Identification of Hookahs (Waterpipes) on Instagram: An Application in Feature Extraction Using Convolutional Neural Network and Support Vector Machine Classification. Journal of Medical Internet Research 2018;20(11):e10513 View
- Kwon M, Park E. Perceptions and Sentiments About Electronic Cigarettes on Social Media Platforms: Systematic Review. JMIR Public Health and Surveillance 2020;6(1):e13673 View
- Allem J, Ferrara E. Could Social Bots Pose a Threat to Public Health?. American Journal of Public Health 2018;108(8):1005 View
- Zhang J, Centola D. Social Networks and Health: New Developments in Diffusion, Online and Offline. Annual Review of Sociology 2019;45(1):91 View
- Giorgi S, Yaden D, Eichstaedt J, Ashford R, Buffone A, Schwartz H, Ungar L, Curtis B. Cultural Differences in Tweeting about Drinking Across the US. International Journal of Environmental Research and Public Health 2020;17(4):1125 View
- Jamison A, Broniatowski D, Quinn S. Malicious Actors on Twitter: A Guide for Public Health Researchers. American Journal of Public Health 2019;109(5):688 View
- Barker J, Rohde J. Topic Clustering of E-Cigarette Submissions Among Reddit Communities: A Network Perspective. Health Education & Behavior 2019;46(2_suppl):59S View
- Allem J, Cruz T, Unger J, Toruno R, Herrera J, Kirkpatrick M. Return of cartoon to market e-cigarette-related products. Tobacco Control 2019;28(5):555 View
- Pagoto S, Waring M, Xu R. A Call for a Public Health Agenda for Social Media Research. Journal of Medical Internet Research 2019;21(12):e16661 View
- Budhwani H, Sun R. Creating COVID-19 Stigma by Referencing the Novel Coronavirus as the “Chinese virus” on Twitter: Quantitative Analysis of Social Media Data. Journal of Medical Internet Research 2020;22(5):e19301 View
- Muralidhara S, Paul M. #Healthy Selfies: Exploration of Health Topics on Instagram. JMIR Public Health and Surveillance 2018;4(2):e10150 View
- Ayers J, Dredze M, Leas E, Caputi T, Allem J, Cohen J, Sanchez Z. Next generation media monitoring: Global coverage of electronic nicotine delivery systems (electronic cigarettes) on Bing, Google and Twitter, 2013-2018. PLOS ONE 2018;13(11):e0205822 View
- Albalawi Y, Nikolov N, Buckley J. Trustworthy Health-Related Tweets on Social Media in Saudi Arabia: Tweet Metadata Analysis. Journal of Medical Internet Research 2019;21(10):e14731 View
- Allem J, Dharmapuri L, Leventhal A, Unger J, Boley Cruz T. Hookah-Related Posts to Twitter From 2017 to 2018: Thematic Analysis. Journal of Medical Internet Research 2018;20(11):e11669 View
- Majmundar A, Le N, Moran M, Unger J, Reuter K. Public Response to a Social Media Tobacco Prevention Campaign: Content Analysis. JMIR Public Health and Surveillance 2020;6(4):e20649 View
- Lyu J, Luli G. Understanding the Public Discussion About the Centers for Disease Control and Prevention During the COVID-19 Pandemic Using Twitter Data: Text Mining Analysis Study. Journal of Medical Internet Research 2021;23(2):e25108 View
- Wang D, Lyu J, Zhao X. Public Opinion About E-Cigarettes on Chinese Social Media: A Combined Study of Text Mining Analysis and Correspondence Analysis. Journal of Medical Internet Research 2020;22(10):e19804 View
- Klein E, Czaplicki L, Berman M, Emery S, Schillo B. Visual Attention to the Use of #ad versus #sponsored on e-Cigarette Influencer Posts on Social Media: A Randomized Experiment. Journal of Health Communication 2020;25(12):925 View
- Gao Y, Xie Z, Li D. Electronic Cigarette Users' Perspective on the COVID-19 Pandemic: Observational Study Using Twitter Data. JMIR Public Health and Surveillance 2021;7(1):e24859 View
- Cuomo R, Purushothaman V, Li J, Bardier C, Nali M, Shah N, Obradovich N, Yang J, Mackey T. Characterizing Self-Reported Tobacco, Vaping, and Marijuana-Related Tweets Geolocated for California College Campuses. Frontiers in Public Health 2021;9 View
- Pang R, Dormanesh A, Hoang Y, Chu M, Allem J. Twitter Posts About Cannabis Use During Pregnancy and Postpartum:A Content Analysis. Substance Use & Misuse 2021;56(7):1074 View
- McCausland K, Maycock B, Leaver T, Wolf K, Freeman B, Jancey J. E-Cigarette Advocates on Twitter: Content Analysis of Vaping-Related Tweets. JMIR Public Health and Surveillance 2020;6(4):e17543 View
- Majmundar A, Allem J, Cruz T, Unger J, Pentz M. Monitoring Health Effects of Vaping Discussed on Twitter in 2018 and 2019. Journal of General Internal Medicine 2021 View
- Suarez-Lledo V, Alvarez-Galvez J. Prevalence of Health Misinformation on Social Media: Systematic Review. Journal of Medical Internet Research 2021;23(1):e17187 View
- Singh T, Roberts K, Cohen T, Cobb N, Wang J, Fujimoto K, Myneni S. Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review. JMIR Public Health and Surveillance 2020;6(4):e21660 View
- Shi W, Liu D, Yang J, Zhang J, Wen S, Su J. Social Bots’ Sentiment Engagement in Health Emergencies: A Topic-Based Analysis of the COVID-19 Pandemic Discussions on Twitter. International Journal of Environmental Research and Public Health 2020;17(22):8701 View
- Kirkpatrick M, Dormanesh A, Rivera V, Majmundar A, Soto D, Chen-Sankey J, Cruz T, Unger J, Allem J. #FlavorsSaveLives: An Analysis of Twitter Posts Opposing Flavored E-cigarette Bans. Nicotine & Tobacco Research 2021;23(8):1431 View
- Reuter K, Rocca E. Correspondence on ‘Mining social media data to investigate patient perceptions regarding DMARD pharmacotherapy for rheumatoid arthritis’. Annals of the Rheumatic Diseases 2021:annrheumdis-2020-219776 View
- Williams M, Reddy G, Quinn M, Millikan Bell A. Toxicological assessment of electronic cigarette vaping: an emerging threat to force health, readiness and resilience in the U.S. Army. Drug and Chemical Toxicology 2021:1 View
- Allem J, Dormanesh A, Majmundar A, Unger J, Kirkpatrick M, Choube A, Aithal A, Ferrara E, Boley Cruz T. Topics of Nicotine-Related Discussions on Twitter: Infoveillance Study. Journal of Medical Internet Research 2021;23(6):e25579 View
- Himelein-Wachowiak M, Giorgi S, Devoto A, Rahman M, Ungar L, Schwartz H, Epstein D, Leggio L, Curtis B. Bots and Misinformation Spread on Social Media: Implications for COVID-19. Journal of Medical Internet Research 2021;23(5):e26933 View
- Dormanesh A, Allem J. New products that facilitate stealth vaping: the case of SLEAV. Tobacco Control 2021:tobaccocontrol-2020-056408 View
- Yang K, Varol O, Davis C, Ferrara E, Flammini A, Menczer F. Arming the public with artificial intelligence to counter social bots. Human Behavior and Emerging Technologies 2019;1(1):48 View
- Mehmet M, Callaghan K, Lewis C. Lots of bots or maybe nots: A process for detecting bots in social media research. International Journal of Market Research 2021:147078532110274 View
- Hswen Y, Yom-Tov E. Analysis of a Vaping-Associated Lung Injury Outbreak through Participatory Surveillance and Archival Internet Data. International Journal of Environmental Research and Public Health 2021;18(15):8203 View
- Bardier C, Yang J, Li J, Mackey T. Characterizing alternative and emerging tobacco product transition of use behavior on Twitter. BMC Research Notes 2021;14(1) View
Books/Policy Documents
- Ferrara E. Disinformation, Misinformation, and Fake News in Social Media. View
- Xu Y, Kim H, Wang Y, Wu J, Hong T, McLaughlin M. Social Computing and Social Media: Experience Design and Social Network Analysis. View
- Rittichier K, Kaur D, Uslu S, Durresi A. Advances in Networked-Based Information Systems. View