CoachAI: A Conversational Agent Assisted Health Coaching Platform

04/26/2019
by   Ahmed Fadhil, et al.
0

Poor lifestyle represents a health risk factor and is the leading cause of morbidity and chronic conditions. The impact of poor lifestyle can be significantly altered by individual behavior change. Although the current shift in healthcare towards a long lasting modifiable behavior, however, with increasing caregiver workload and individuals' continuous needs of care, there is a need to ease caregiver's work while ensuring continuous interaction with users. This paper describes the design and validation of CoachAI, a conversational agent assisted health coaching system to support health intervention delivery to individuals and groups. CoachAI instantiates a text based healthcare chatbot system that bridges the remote human coach and the users. This research provides three main contributions to the preventive healthcare and healthy lifestyle promotion: (1) it presents the conversational agent to aid the caregiver; (2) it aims to decrease caregiver's workload and enhance care given to users, by handling (automating) repetitive caregiver tasks; and (3) it presents a domain independent mobile health conversational agent for health intervention delivery. We will discuss our approach and analyze the results of a one month validation study on physical activity, healthy diet and stress management.

READ FULL TEXT

page 4

page 8

page 10

research
04/25/2019

Assistive System in Conversational Agent for Health Coaching: The CoachAI Approach

With increasing physicians' workload and patients' needs for care, there...
research
10/17/2019

A Dynamic System Model for Personalized Healthcare Delivery and Managed Individual Health Outcomes

The current healthcare system is facing an unprecedented chronic disease...
research
09/02/2021

Applying the Persona of User's Family Member and the Doctor to the Conversational Agents for Healthcare

Conversational agents have been showing lots of opportunities in healthc...
research
05/20/2021

Designing AI-based Conversational Agent for Diabetes Care in a Multilingual Context

Conversational agents (CAs) represent an emerging research field in heal...
research
11/16/2021

Coral: An Approach for Conversational Agents in Mental Health Applications

It may be difficult for some individuals to open up and share their thou...
research
04/29/2020

FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults

Delivery of digital behaviour change interventions which encourage physi...
research
02/25/2018

Can a Chatbot Determine My Diet?: Addressing Challenges of Chatbot Application for Meal Recommendation

Poor nutrition can lead to reduced immunity, increased susceptibility to...

Please sign up or login with your details

Forgot password? Click here to reset