Title
Using Pathfinder networks to discover alignment between expert and consumer conceptual knowledge from online vaccine content.
Abstract
•Derived Pathfinder networks from distributional models of consumer and expert content.•This revealed organization differences for vaccine safety/adherence-related knowledge.•Document-level distributional models produced more coherent Pathfinder networks.
Year
DOI
Venue
2017
10.1016/j.jbi.2017.08.007
Journal of Biomedical Informatics
Keywords
Field
DocType
Distributional semantics,Vaccination,Consumer health,Knowledge acquisition,Mental models,Natural language processing,Social media,Public health informatics,Big data,Semantic spaces,Consumer informatics
Data science,Data mining,Domain knowledge,Conceptual model,Computer science,Distributional semantics,Knowledge management,Conceptualization,Target audience,Public health informatics,Knowledge acquisition,Pathfinder network
Journal
Volume
ISSN
Citations 
74
1532-0464
0
PageRank 
References 
Authors
0.34
13
7
Name
Order
Citations
PageRank
Muhammad Amith1229.01
Rachel Cunningham252.27
Lara S. Savas300.68
Julie Boom411.03
Roger W. Schvaneveldt59733.00
Cui Tao63512.77
Trevor Cohen757953.11