Towards Building a Virtual Assistant Health Coach

被引：6
|
作者：
Gupta, Itika [1 ]
Di Eugenio, Barbara [1 ]
Ziebart, Brian [1 ]
Liu, Bing [1 ]
Gerber, Ben [2 ]
Sharp, Lisa [2 ]
Davis, Rafe [2 ]
Baiju, Aiswarya [1 ]
机构：
[1] Univ Illinois, Dept Comp Sci, Chicago, IL 60607 USA
[2] Univ Illinois, Inst Hlth Res & Policy, Chicago, IL USA
来源：
2018 IEEE INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI) | 2018年
基金：
美国国家科学基金会;
关键词：
Virtual Assistant; Health Coach; SMART Goal Setting; Data Annotation;
D O I：
10.1109/ICHI.2018.00081
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present our data collection process, annotation schemas and agreement results for extracting health goals from SMS conversations between a health coach and the patients. We also discuss our preliminary results for automatically detecting topic boundaries in health coaching dialogues. This is our first step towards building an autonomous virtual assistant health coach that learns from expert demonstration to interact with patients via SMS.
引用
收藏
页码：419 / 421
页数：3
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