Automated Indexing of Internet Stories for Health Behavior Change: Weight Loss Attitude Pilot Study - Manuvinakurike, Ramesh; Velicer, Wayne F; Bickmore, Timothy W (Journal of medical Internet research, 2014)
Keywords: Adult; Algorithms; Attitudes; Attrition; Automation; Behavior change; Between-subjects design; Body Image - psychology; Body mass index; Change agents; Classification; Communication; Computational linguistics; Crowdsourcing; Exercise; Female; Health Behavior; Health Information Exchange; Health psychology; Humans; Hypertension; Indexing; Internet; Intervention; Language processing; Linguistics; Machine learning; Male; Motivation; Narratives; Natural language interfaces; Obesity; Original Paper; Overweight; Pilot Projects; Professionals; Public health; Self Efficacy; Technology application; Type 2 diabetes; Weight control; Weight Loss; Weight Reduction Programs - methods; United States--US; health informatics; behavioral medicine; natural language processing; consumer health; self-efficacy; animation