Academic Research

Published & Pre-published Work

Research contributions in AI, text summarization, and data science

Published Research

Published 2024

Evaluating AI-generated text summaries using Open AI's GPT model

This research investigates the effectiveness of AI-generated text summaries using OpenAI's GPT model. The study evaluates the quality, accuracy, and bias in automated summarization techniques, providing insights into the current state of AI text processing capabilities.

Journal: arXiv preprint

DOI: arXiv:2405.04053

Access: The paper password for this article is: 2spza

Pre-published Research

Pre-published 2024

Iterative Bias Evaluation Approach for Sentiment Aware Text Summarization

This work presents an innovative approach to evaluating and mitigating bias in sentiment-aware text summarization systems. The research introduces an iterative methodology for bias detection and correction, improving the fairness and accuracy of AI-generated summaries.

Status: Under Review

Keywords: Text Summarization, Bias Evaluation, Sentiment Analysis, AI Ethics

Research Area: Natural Language Processing, Machine Learning

Research Areas

Artificial Intelligence

Research in AI text processing, natural language understanding, and machine learning applications for military and civilian use cases.

Data Science & Analytics

Advanced statistical modeling, predictive analytics, and data-driven decision support systems for military operations and intelligence analysis.

Military Intelligence

Research in intelligence analysis systems, threat assessment models, and operational research for military applications.

Academic Background

University of Colorado Boulder

Master of Computer Science

2025 - Present (Expected Graduation: 2027)

Focus on advanced computer science principles and applications in AI and machine learning.

University of Kansas

Master of Science in Applied Statistics and Data Science

2025

Advanced studies in statistical modeling, data analysis, and machine learning applications.

University of Kansas

Master of Business Administration

2024

Business administration with focus on strategic management and organizational leadership.

Northern Illinois University

BS in Applied Mathematics & BS in Economics

2007

Dual degree program providing strong foundation in mathematical modeling and economic analysis.

Research Collaboration

Interested in collaborating on research projects or discussing academic opportunities?

phuoc.h.nguyen6.mil@army.mil

GitHub: ngkenzy

Pentagon, Washington, D.C.