Withdraw
Loading…
Leveraging social media to generate narrative for virtual patient simulations
Velez, Jonathan; Neal, Taylor; Babichenko, Dmitry; Wallace, Rae-Djamaal
Loading…
Permalink
https://hdl.handle.net/2142/96726
Description
- Title
- Leveraging social media to generate narrative for virtual patient simulations
- Author(s)
- Velez, Jonathan
- Neal, Taylor
- Babichenko, Dmitry
- Wallace, Rae-Djamaal
- Issue Date
- 2017
- Keyword(s)
- Data mining
- Health sciences education
- Narrative generation
- Natural language processing
- Virtual patients
- Abstract
- This work describes the research and development of semi-automated, user-supervised narrative generation for virtual patient (VP) simulators. We outline the system architecture required of such a system, and propose leveraging data from the health-related content of social networking websites (specifically, Facebook, PatientsLikeMe, and Inspire), in addition to electronic medical record (EMR) datasets. Our research focuses on four key areas as we work toward finalizing our system design: 1) Exploring the utilization of the Open Biomedical Ontologies and other natural language processing tools to facilitate concept identification, synonym generation, and knowledge base construction; 2) Designing templates that structure the presentation of narrative content according to author-selected parameters that serve as queries into the knowledge base; 3) Comparing various user interfaces to best support the author’s interaction with the plot graph and the logical design of narrative cases; 4) Piloting protocol for evaluating the quality of simulation narratives and its influence on simulation fidelity.
- Publisher
- iSchools
- Series/Report Name or Number
- iConference 2017 Proceedings
- Type of Resource
- text
- Language
- en
- Permalink
- http://hdl.handle.net/2142/96726
- Copyright and License Information
- Copyright 2017 Jonathan Velez, Taylor Neal, Dmitry Babichenko, and Rae-Djamaal Wallace
Owning Collections
Manage Files
Loading…
Edit Collection Membership
Loading…
Edit Metadata
Loading…
Edit Properties
Loading…
Embargoes
Loading…