skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


This content will become publicly available on January 1, 2026

Title: Distributed Generative Model: A Data Synthesizing Framework for Multi-Source Heterogeneous Data
Award ID(s):
2416872
PAR ID:
10634556
Author(s) / Creator(s):
; ; ;
Publisher / Repository:
IEEE
Date Published:
Journal Name:
IEEE Transactions on Artificial Intelligence
ISSN:
2691-4581
Page Range / eLocation ID:
1 to 13
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. {} 
    more » « less
  2. This essay describes essential considerations and select methods in computational text analysis for use in the study of history. We explore specific approaches that can be used for understanding conceptual change over time in a large corpus of documents. By way of example, using a corpus of 27,977 articles collected on the microbiome, this paper studies: 1) the general microbiome discourse for 2001 to 2010; 2) the usage and sense of the word “human” from 2001 to 2010; and 3) highlights shifts in the microbiome discourse from 2001 to 2010. 
    more » « less