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Author:

Girona, Antonio

Title:

Navigating Trust, Privacy, and Mental Health: Remote Workers’ Experiences During the COVID-19 Pandemic—A Textual Analysis of Reddit Data

Graduate Program:

Informatics

Keywords:

Social Media
Covid-19
Remote Work
Workplace Surveillance
Mental Health

File:

Download Antonio_Girona_Final.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Lynette Yarger, Chair & Dissertation Advisor
Priya Kumar, Major Field Member
Fred Fonseca, Major Field Member
Roderick Lee, Outside Unit & Field Member

Author:

Cui, Suhan

Title:

Advancing Predictive Modeling on Electronic Health Records: From Handcrafted to Automated Methods

Graduate Program:

Informatics

Keywords:

Electronic Health Records
Machine learning
Deep Learning
Health Informatics
Automated Machine Learning
Multi-Modal Learning
Multi-Task Learning
Knowledge Graph
Text Mining

File:

Download Dissertation___Suhan_Cui.pdf

Committee Members:

Sharon Huang, Major Field Member
Qiushi Chen, Outside Unit & Field Member
Dongwon Lee, Chair & Dissertation Advisor
Minhao Cheng, Major Field Member
Prasenjit Mitra, Special Member
Carleen Maitland, Program Head/Chair

Author:

Ni, Haomiao

Title:

Deep Learning for Visual Data Analysis and Synthesis in Healthcare and Beyond

Graduate Program:

Informatics

Keywords:

Deep Learning
Computer Vision
Healthcare AI
Generative AI

File:

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Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
James Wang, Major Field Member
Sharon Huang, Chair & Dissertation Advisor
Fenglong Ma, Major Field Member
Ying Sun, Outside Unit & Field Member

Author:

Mendu, Sanjana

Title:

Developing Conversational User Interfaces To Deliver Evidence-Based Health Interventions

Graduate Program:

Informatics

Keywords:

healthcare
human-computer interaction
mixed-methods
conversational user interface
generative AI
smart speaker
chronic pain
physical activity
health intervention

File:

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Committee Members:

Xinning Gui, Major Field Member
Saeed Abdullah, Chair & Dissertation Advisor
Andrew High, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Dongwon Lee, Professor in Charge/Director of Graduate Studies

Author:

Jo, Jeongwon

Title:

Understanding and Designing for Coproduction: Socio-technical Approaches to Prolonged Crisis Response

Graduate Program:

Informatics

Keywords:

coproduction
support exchange
crisis relief
crisis

File:

Download JeongwonJo_dissertation.pdf

Committee Members:

Carleen Maitland, Program Head/Chair
Xinning Gui, Major Field Member
Jack Carroll, Chair & Dissertation Advisor
Kenneth Huang, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member

Author:

Narayanan Venkit, Pranav

Title:

Society and Bias: Uncovering Automated Prejudices in Sociotechnical Natural Language Processing Systems

Graduate Program:

Informatics

Keywords:

Natural Language Processing
Ethics in AI
Social Informatics
Algorithmic Fairness
Bias and Harms in NLP
Human Language Technology
Language Model Evaluation
Responsible AI

File:

Download Pranav_Venkit_Thesis.pdf

Committee Members:

Carleen Maitland, Program Head/Chair
Dongwon Lee, Major Field Member
Shomir Wilson, Chair & Dissertation Advisor
Amulya Yadav, Major Field Member
Rebecca Passonneau, Outside Unit & Field Member

Author:

Wang, Jiaqi

Title:

Heterogenous Federated Learning: from Algorithms to Applications

Graduate Program:

Informatics

Keywords:

Federated learning
Data Heterogeneity
Model Heterogeneity
IoT
Medical Foundation Model

File:

Download Jiaqi_s_Dissertation.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Fenglong Ma, Chair & Dissertation Advisor
Jinghui Chen, Major Field Member
Lu Lin, Major Field Member
Sencun Zhu, Outside Unit & Field Member

Author:

Karimi, Younes

Title:

Analysis of Extremist and Terrorist Groups on Twitter

Graduate Program:

Informatics

Keywords:

ISIS
Iran
Extremism
Terrorism
Twitter
X
Social Media
Large Language Model
LLM
User Classification
Propaganda
Islamic Regime
Authoritarian Regime
Islamic State
Extremist Groups
Dataset
Behavior Modeling
Social Network Mining
Image Classification

File:

Download Dissertation_Younes_Karimi.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Sarah Rajtmajer, Major Field Member
Shomir Wilson, Co-Chair & Dissertation Advisor
Daniel Tavana, Outside Unit & Field Member
Anna Squicciarini, Co-Chair & Dissertation Advisor

Author:

Liu, Jiachen

Title:

Data-Driven Scene Reconstruction, Understanding and Generation

Graduate Program:

Informatics

Keywords:

data-driven
3D scene reconstruction
plane reconstruction
generalizability
scene layout generation
floorplan

File:

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Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
James Wang, Major Field Member
Sharon Huang, Chair & Dissertation Advisor
Fenglong Ma, Major Field Member
Huijuan Xu, Outside Unit & Field Member

Author:

Lyu, Yao

Title:

"WHEN IS NOT THE INFRASTRUCTURE": A STUDY OF THE ENTANGLEMENT BETWEEN HUMAN AND SOCIO-TECHNICAL INFRASTRUCTURES

Graduate Program:

Informatics

Keywords:

Human-Computer Interaction
Infrastructure Studies
Accessible Computing

File:

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Committee Members:

Carleen Maitland, Program Head/Chair
Marcela Borge, Outside Unit & Field Member
Priya Kumar, Major Field Member
Jack Carroll, Chair & Dissertation Advisor
Mary Beth Rosson, Major Field Member