Pennsylvania State University
Doctor of Philosophy in Informatics
Aug. 2020 - Present
- Advisor: Saeed Abdullah
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I am a Ph.D Candidate in the College of Informatics Science and Technology at Penn State University. I am working with Dr. Saeed Abdullah at the Well-being and Health Innovation Lab.
Pennsylvania State University
Doctor of Philosophy in Informatics
Aug. 2020 - Present
University of California, Irvine
Master of Science in Computer Science
Sep. 2017 - Jun. 2019
Ewha Womans University
Bachelor of Science in Computer Science and Engineering
Mar. 2012 - Feb. 2017
Preliminary Evaluation of a Conversational Agent to Support Self-management of Individuals Living with PTSD: An Interview Study with Clinical Experts
Hee Jeong Han, Sanjana Mendu, Beth K Jaworski, Jason E Owen, and Saeed Abdullah
in JMIR Formative Research, 7, e45894 2023
PDF
Automatic Classification of Dementia using Text and Speech data
Hee Jeong Han, Suhas BN, Ling Qiu, and Saeed Abdullah
in Multimodal AI in Healthcare, pp. 399-407. Springer, Cham 2023
PDF
PTSDialogue: Designing a Conversational Agent to Support Individuals with Post- Traumatic Stress Disorder
Hee Jeong Han, Sanjana Mendu, Beth K Jaworski, Jason E Owen, and Saeed Abdullah
in Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp '21) 2021
PDF
Objective stress monitoring based on wearable sensors in everyday settings
Hee Jeong Han, Sina Labbaf, Jessica L. Borelli, Nikil Dutt, and Amir M. Rahmani
in Journal of Medical Engineering \& Technology 44, no. 4: 177-189, 2020
PDF
Pedestrian Management System for Real-time Pedestrian Detection
Hee Jeong Han, Miso Kwon, You Hyun Kang, Dong Sub Cho
in Proceedings of Korea Multimedia Society Conference of the Spring, 2016
Pedestrian Pattern Classification For the Pedestrian Counting Systems using Key Matrix
Hee Jeong Han, You Hyun Kang, Miso Kwon, Dong Sub Cho
in Proceedings of Korea Computer Congress, 2016
Pedestrian Safety Management Systems based on Multiple-input enabled F-pad
Hee Jeong Han, You Hyun Kang, Miso Kwon, Dong Sub Cho
in Proceedings of The Korean Institute of Electrical Engineers(KIEE) Summer Conference, 2016
PDF
Analysis of Pedestrian Pattern for Pedestrian Counting Systems
You Hyun Kang, Miso Kwon, Hee Jeong Han, Dong Sub Cho
in Proceedings of The 2016 Spring Conference of the Korea Information Processing Society (KIPS), 2016
PDF
Adaptive for time-varing clustering DBSCAN
Miso Kwon, You Hyun Kang, Hee Jeong Han, Dong Sub Cho
in Proceedings of 2016 Information and Control Symposium, 2016
Wellbeing & Health Innovation (WHI) Lab
College of Informatics Science and Technology, Pennsylvania State University
Aug. 2020 - Present
Graduate Research Assistant
Dutt Research Group
Department of Computer Science, University of California, Irvine
Jun. 2018 - Jul. 2019
Graduate Research Assistant
Computer Architecture and System Design Laboratory
Department of Computer Science and Engineering, Ewha Womans University
Aug. 2015 - Jun. 2016
Undergraduate Research Assistant
PTSDialogue - A conversational agent to sustain patient engagement in PTSD
Aug. 2020 - Present
Develops a conversational agent that can deliver therapeutic content and provide supportive accountability in PTSD and assesses feasibility and acceptability of the developed conversational agent for sustaining engagement with patients with PTSD.
Detecting Mental Health Symptoms From Text Data Enhanced by ChatGPT
Jan. 2023 - Present
Built a deep learning-based model to assess mental health symptoms from text data. The model achieved 90.4% accuracy. Also, the model will be enhanced by labels generated by ChatGPT after evaluating the accuracy of the annotations.
Automatic Classification of Dementia using Text and Speech data
Feb. 2022 - Mar. 2022
Built an ensemble model with two deep learning-based architectures for text and speech analysis. The model achieved 89.8% accuracy when classifying individuals with dementia and health controls.
WiSDoM: Guiding Internet Users Toward Safer PrivacyDecisions
Jan. 2021 - Jun. 2021
Built a Chrome extension tool that informs users about their disclosing behaviors. It is powered by a BERT-based objective disclose detection model.
Healthcare IoT - Ubiquitous Stress Monitoring using Shimmer's Device
Jun. 2018 - Jul. 2019
Proposed a new stress monitoring system. Its algorithm, using PPG, ECG and GSR sensors on wearable device, predicts stress level in everyday settings.
Project title
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Project title
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Project title
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Project title
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Project title
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Project title
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