6th North American International Conference on Industrial Engineering and Operations Management

Dimensionality Reduction and Text Mining for Smart Content Filtering of an Online Health Forum

Reinaldo Sanchez-Arias
Publisher: IEOM Society International
0 Paper Citations
1 Views
1 Downloads
Track: Data Analytics
Abstract

The use of social media platforms has become choice for individuals searching for health-related information on the web. In this study, we consider news aggregation and discussion internet forum, reddit, for its unique characteristics. Correspondence analysis is employed as a dimensionality reduction and knowledge representation technique for the text analytics of reddit posts. We present a case study of comments and posts for information retrieval, creating visual representations of interrelated groups of words and topics. These representations may be used for smart navigation systems, promoting discussion, transparency, and support pertaining to social determinants and healthcare among users on social media platforms and within online communities.

Published in: 6th North American International Conference on Industrial Engineering and Operations Management, Monterrey, Mexico

Publisher: IEOM Society International
Date of Conference: November 3-5, 2021

ISBN: 978-1-7923-6130-2
ISSN/E-ISSN: 2169-8767