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Hyeju Jang

Natural Language Processing (NLP) Machine Learning Computational Models Of Language Use Language Use In Health Care Language Use In Education

About

I am an assistant professor in the Department of Computer Science in the Luddy School of Informatics, Computing, and Engineering at Indiana University Indianapolis. I am also an affiliate professor in the Department of Computer Science at the University of British Columbia . My work explores language use from a computational perspective to facilitate human communication. Using Machine Learning and Natural Language Processing (NLP) techniques, I discover patterns in text and build computational models of language use that are able to process large amounts of linguistic data. I investigate how people use language by bridging computer science and the disciplines of linguistics and psychology in the application domains such as health care and education.

Research Performance Summary

46
Total Papers
1133
Total Citations
18
H-Index
2006-2025
Active Research Span

First Recorded Paper

Text mining for medical documents using a Hidden Markov Model

Year: 2006

Citations: 18

Venue: Asia Information Retrieval Symposium

Latest Recorded Paper

Multimodal classification of alzheimer’s disease by combining facial and eye-tracking data

Year: 2025

Citations: 2

Venue: Machine Learning for Health (ML4H)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
1
2024
1
2023
1
2022
3
2021
8
2020
4
2019
5
2018
1
2017
4
2016
2
2015
2

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 26
Journal 4
Book 2

Top Coauthors

Jang Carenini Rose

Research Impact by Period

2025-2026

Period Stats
Papers 1
Citations 2
Avg. Citations / Paper 2
H-Index 1

2020-2024

Period Stats
Papers 17
Citations 436
Avg. Citations / Paper 25.6
H-Index 10

2015-2019

Period Stats
Papers 14
Citations 238
Avg. Citations / Paper 17
H-Index 7

2010-2014

Period Stats
Papers 8
Citations 412
Avg. Citations / Paper 51.5
H-Index 6

2005-2009

Period Stats
Papers 6
Citations 45
Avg. Citations / Paper 7.5
H-Index 4

Contact and Professional Links

Contact Information

hyejuj@iu.edu
3172743811

Detected Research Keywords

Classification Alzheimer Disease Machine Learning Analysis Learning Analysis Speech Analysis Speech Eye Needs Ovarian Cancer Eye Tracking Data Aspect Sentiment Analysis Diagnostic Multiple Choice Metaphor Detection Topic Vis Visual Analytic