Network Data Analytics for Predicting the Emergence of Science & Technology Fields
Abstract
How do science & technology fields emerge and evolve? We will analyze the interplay between paper citation networks and author collaboration networks to predict the success and demise of a field. By detecting topical communities in the citation network, we will track the corresponding collaboration networks, mining early signals associated with the onset of an emerging field. The goal is to uncover quantitative patterns that would enable to predict the future development of a field.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Oct 09, 2018
- Source ID
- N001741710007
Entities
People
- Filippo Menczer
Organizations
- Indiana University
- United States Navy