Research

My research examines the overlap of technology and society: Social Media Platforms and Persuasion, Text Analytics and Natural Language Processing, and the Machine Learning and Optimization methods behind them.

Google Scholar · ORCID · ResearchGate · SSRN

Full texts are linked where I can host them. If you hit a paywall, email me and I will send you a copy.

Journal articles

Geopolitics · 2025 The Many Semantic Lives of Geopolitics: Evidence from the New York Times Archive, 1900–2023

G. Toal and D. I. Eroglu

Natural Hazards Review · 2021 Quantifying the Role of Vulnerability in Hurricane Damage via a Machine Learning Case Study

L. Szczyrba, Y. Zhang, D. Pamukcu, and D. I. Eroglu

Conference proceedings

IADIS Conference · 2026 Forthcoming Generative AI for Microenterprises: A Process Model for Growth

D. I. Eroglu, M. Kamal, and M. L. Green

AMCIS · 2025 An Evolutionary AI Approach for Hub-Location Decisions: Leveraging Genetic Algorithms for Sustainable Supply Chains

D. I. Eroglu and D. Pamukcu

AMCIS · 2021 Top 25% Paper Changing Views: Pre-suasion in a Reddit Discussion Community

D. I. Eroglu, O. Seref, and M. M. H. Seref

ISCRAM · 2020 Analyzing and Contextualizing Social Vulnerability to Natural Disasters in Puerto Rico

D. I. Eroglu, D. Pamukcu, L. Szczyrba, and Y. Zhang

ISCRAM · 2020 A Machine Learning Method to Quantify the Role of Vulnerability in Hurricane Damage

L. Szczyrba, Y. Zhang, D. Pamukcu, and D. I. Eroglu

Under review

Annals of Operations Research Under review A Foundational Perspective for Partitional Clustering on Networks

D. I. Eroglu and C. Iyigun

Information & Management Under review Signals That Disarm: Persuasion Acknowledgments, Popularity Cues, and Audience Resistance in Online Discourse

D. I. Eroglu, O. Seref, and M. M. H. Seref

Working papers

In preparation Social Media Platforms from a Decision Science Lens: A Data-Driven Typology

D. I. Eroglu, O. Seref, and M. M. H. Seref

Elsewhere on this site

  • Ongoing projects — independent studies and research in progress
  • Talks — invited talks, conference presentations, and workshops

Students

I supervise undergraduate and graduate research, including summer projects. If you are a Brockport student interested in working on something in this space, get in touch before the term starts — the earlier the better.