Published on in Vol 20, No 6 (2018): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10136, first published .
Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum

Rachel Kornfield 1*, MA;  Prathusha K Sarma 2*, MS;  Dhavan V Shah 1, PhD;  Fiona McTavish 3, MA;  Gina Landucci 3, BS;  Klaren Pe-Romashko 3, MS;  David H Gustafson 3, PhD

1 School of Journalism and Mass Communication , University of Wisconsin-Madison, Madison, WI, US

2 Department of Electrical & Computer Engineering , University of Wisconsin-Madison, Madison, WI, US

3 Center for Health Enhancement System Studies , University of Wisconsin-Madison, Madison, WI, US

*these authors contributed equally

Corresponding Author:

  • Rachel Kornfield, MA
  • School of Journalism and Mass Communication
  • University of Wisconsin-Madison
  • 5115 Vilas Hall
  • 821 University Avenue
  • Madison, WI
  • US
  • Phone: 1 4153355356
  • Email: rkornfield@gmail.com