Published on in Vol 2, No 2 (2016): Jul-Dec

“Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites

“Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites

“Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites

Journals

  1. Loyal J, Weiss T, Cheng J, Kair L, Colson E. Refusal of Vitamin K by Parents of Newborns: A Qualitative Study. Academic Pediatrics 2019;19(7):793 View
  2. Solondaev V, Koneva E, Lyasnikova L. Recognition of One’s Own Mental State by Parents of Children-patients. Clinical Psychology and Special Education 2017;6(2):64 View
  3. Reich J. “We are fierce, independent thinkers and intelligent”: Social capital and stigma management among mothers who refuse vaccines. Social Science & Medicine 2020;257:112015 View
  4. Amith M, Cohen T, Cunningham R, Savas L, Smith N, Cuccaro P, Gabay E, Boom J, Schvaneveldt R, Tao C. Mining HPV Vaccine Knowledge Structures of Young Adults From Reddit Using Distributional Semantics and Pathfinder Networks. Cancer Control 2020;27(1):107327481989144 View
  5. Smith T. Vaccine Rejection and Hesitancy: A Review and Call to Action. Open Forum Infectious Diseases 2017;4(3) View
  6. Luceri L, Braun T, Giordano S. Analyzing and inferring human real-life behavior through online social networks with social influence deep learning. Applied Network Science 2019;4(1) View
  7. Guidry J, Coman I, Vraga E, O'Donnell N, Sreepada N. (S)pin the flu vaccine: Recipes for concern. Vaccine 2020;38(34):5498 View
  8. Teague S, Shatte A. Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning. JMIR Pediatrics and Parenting 2018;1(2):e12371 View
  9. Gwynette M, Sidhu S, Ceranoglu T. Electronic Screen Media Use in Youth With Autism Spectrum Disorder. Child and Adolescent Psychiatric Clinics of North America 2018;27(2):203 View
  10. Ashfield S, Donelle L. Parental Online Information Access and Childhood Vaccination Decisions in North America: Scoping Review. Journal of Medical Internet Research 2020;22(10):e20002 View
  11. Reich J. Teaching women to question and control: public pedagogies of birth and vaccine refusal. BioSocieties 2020;15(4):580 View
  12. Robila M, Robila S. Applications of Artificial Intelligence Methodologies to Behavioral and Social Sciences. Journal of Child and Family Studies 2020;29(10):2954 View
  13. Ferrara E. Contagion Dynamics of Extremist Propaganda in Social Networks. SSRN Electronic Journal 2017 View
  14. Brooker P, Barnett J, Vines J, Lawson S, Feltwell T, Long K, Wood G. Researching with Twitter timeline data: A demonstration via “everyday” socio-political talk around welfare provision. Big Data & Society 2018;5(1):205395171876662 View
  15. Peng W, Huang Q. An Examination of Surprise and Emotions in the Processing of Anecdotal Evidence. Health Communication 2020;35(6):766 View
  16. Bandari R, Zhou Z, Qian H, Tangherlini T, Roychowdhury V. A Resistant Strain: Revealing the Online Grassroots Rise of the Antivaccination Movement. Computer 2017;50(11):60 View
  17. Tangherlini T. Toward a Generative Model of Legend: Pizzas, Bridges, Vaccines, and Witches. Humanities 2017;7(1):1 View
  18. Stephens A, Wynn C, Stockwell M. Understanding the use of digital technology to promote human papillomavirus vaccination – A RE-AIM framework approach. Human Vaccines & Immunotherapeutics 2019;15(7-8):1549 View
  19. Huang X, Smith M, Jamison A, Broniatowski D, Dredze M, Quinn S, Cai J, Paul M. Can online self-reports assist in real-time identification of influenza vaccination uptake? A cross-sectional study of influenza vaccine-related tweets in the USA, 2013–2017. BMJ Open 2019;9(1):e024018 View
  20. Tangherlini T, Shahsavari S, Shahbazi B, Ebrahimzadeh E, Roychowdhury V, Lin Y. An automated pipeline for the discovery of conspiracy and conspiracy theory narrative frameworks: Bridgegate, Pizzagate and storytelling on the web. PLOS ONE 2020;15(6):e0233879 View
  21. Meleo-Erwin Z, Basch C, MacLean S, Scheibner C, Cadorett V. “To each his own”: Discussions of vaccine decision-making in top parenting blogs. Human Vaccines & Immunotherapeutics 2017;13(8):1895 View
  22. Kunneman F, Lambooij M, Wong A, Bosch A, Mollema L. Monitoring stance towards vaccination in twitter messages. BMC Medical Informatics and Decision Making 2020;20(1) View
  23. Park S, Kim Y. Survey and challenges of story generation models - A multimodal perspective with five steps: Data embedding, topic modeling, storyline generation, draft story generation, and story evaluation. Information Fusion 2021;67:41 View
  24. Karafillakis E, Martin S, Simas C, Olsson K, Takacs J, Dada S, Larson H. Methods for Social Media Monitoring Related to Vaccination: Systematic Scoping Review. JMIR Public Health and Surveillance 2021;7(2):e17149 View
  25. Paquette E. In the Wake of a Pandemic: Revisiting School Approaches to Nonmedical Exemptions to Mandatory Vaccination in the US. The Journal of Pediatrics 2021;231:17 View
  26. Shahsavari S, Holur P, Wang T, Tangherlini T, Roychowdhury V. Conspiracy in the time of corona: automatic detection of emerging COVID-19 conspiracy theories in social media and the news. Journal of Computational Social Science 2020;3(2):279 View
  27. Atkinson K, Mithani S, Bell C, Rubens-Augustson T, Wilson K. The digital immunization system of the future: imagining a patient-centric, interoperable immunization information system. Therapeutic Advances in Vaccines and Immunotherapy 2020;8:251513552096720 View
  28. Tamminga M, Lipoff J. Understanding sunscreen and photoprotection misinformation on parenting blogs: A mixed‐method study. Pediatric Dermatology 2021;38(1):88 View
  29. Murphy J, Vallières F, Bentall R, Shevlin M, McBride O, Hartman T, McKay R, Bennett K, Mason L, Gibson-Miller J, Levita L, Martinez A, Stocks T, Karatzias T, Hyland P. Psychological characteristics associated with COVID-19 vaccine hesitancy and resistance in Ireland and the United Kingdom. Nature Communications 2021;12(1) View
  30. Thelwall M, Kousha K, Thelwall S. Covid-19 vaccine hesitancy on English-language Twitter. El profesional de la información 2021 View
  31. Betti L, De Francisci Morales G, Gauvin L, Kalimeri K, Mejova Y, Paolotti D, Starnini M, Kouyos R. Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum. PLOS Computational Biology 2021;17(4):e1008919 View
  32. Yousefinaghani S, Dara R, Mubareka S, Papadopoulos A, Sharif S. An analysis of COVID-19 vaccine sentiments and opinions on Twitter. International Journal of Infectious Diseases 2021;108:256 View

Books/Policy Documents

  1. Hale T, Chou W, Cotten S, Khilnani A. eHealth: Current Evidence, Promises, Perils and Future Directions. View
  2. Boursier V, Manna V, Gioia F, Coppola F, Venosa N. Global Perspectives on Health Communication in the Age of Social Media. View
  3. Boursier V, Manna V, Gioia F, Coppola F, Venosa N. Innovations in Global Maternal Health. View
  4. Fage-Butler A. Analysing Health Communication. View