Search

Author:

Heaton, Connor

Title:

Learning to Contextualize the Field of Sports Analytics

Graduate Program:

Informatics

Keywords:

Representation Learning
Sports Analytics
Deep Learning
Sequential Modeling

File:

Download Thesis___Contextual_Sports_Analytics_final.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Dongwon Lee, Major Field Member
Suhang Wang, Major Field Member
Andrew Wiesner, Outside Unit & Field Member
Prasenjit Mitra, Chair & Dissertation Advisor

Author:

Adenuga, Iyadunni

Title:

User Agency in AI-infused Systems

Graduate Program:

Informatics

Keywords:

Human Agency
Human-Centric AI-infused Systems
Scale Validation
Explainable AI
User-centered Design

File:

Login to Download

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Jack Carroll, Major Field Member
Hadi Hosseini, Major Field Member
Christopher Dancy, Outside Unit & Field Member
Jonathan Dodge, Chair & Dissertation Advisor

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:

Login to Download

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:

Login to Download

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:

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:

Login to Download

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