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Author:

Neupane, Bikalpa

Title:

HUMAN-IN-THE-LOOP APPROACH TO INVESTIGATE ALGORITHMIC JUSTICE IN AI AND MACHINE LEARNING ENABLED TALENT ACQUISITION SYSTEMS

Graduate Program:

Informatics

Keywords:

algorithmic justice
algorithmic equity
underprivileged
marginalized
AI bias
AI fairness
video based hiring systems
HRTech
hiring
interviewing
perceptions of AI
human-in-the-loop
diversity in hiring
equity in hiring
DEI

File:

Download BikalpaNeupane_FinalDissertation_Aug5_final.pdf

Committee Members:

Daniel Susser, Major Field Member
Timothy Brick, Outside Unit & Field Member
Lynette Yarger, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
Fred Fonseca, Major Field Member
Jordan Beck, Special Member

Author:

Lin, Zhenpeng

Title:

Increasing Exploitability via Elastic Kernel Objects

Graduate Program:

Informatics

Keywords:

kernel
exploitation
static analysis

File:

Download Master_Thesis.pdf

Committee Members:

Xinyu Xing, Committee Member
Linhai Song, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Program Head/Chair
Ting Wang, Committee Member

Author:

Wu, Xian

Title:

Adversarial Policy Training against Deep Reinforcement Learning.

Graduate Program:

Informatics

Keywords:

Reinforcement Learning
Adversarial Attacks

File:

Download Xian_Wu_master.pdf

Committee Members:

Xinyu Xing, Thesis Advisor/Co-Advisor
Ting Wang, Committee Member
Mary Beth Rosson, Program Head/Chair
Linhai Song, Committee Member

Author:

Delane, Ryan

Title:

Opportunities for Competency-Based Learning in Software Development Courses

Graduate Program:

Informatics

Keywords:

Computing Education
Competency-based Education
CBE
Software Development Education
Social Constructivism

File:

Download Dissertation_Final_Submission.pdf

Committee Members:

Benjamin Hanrahan, Major Field Member
Steven Haynes, Chair & Dissertation Advisor
Heather Zimmerman, Outside Unit & Field Member
Mary Beth Rosson, Major Field Member
Jeffrey Bardzell, Program Head/Chair

Author:

Liang, Junjie

Title:

Predictive Modeling for High Dimensional Longitudinal Data

Graduate Program:

Informatics

Keywords:

Longitudinal data analysis
longitudinal correlation
cluster correlation
Gaussian Process
Factorization Machines

File:

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Committee Members:

Xiang Zhang, Major Field Member
Lin Lin, Outside Unit & Field Member
Suhang Wang, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair

Author:

Dhanorkar, Shipi

Title:

An Investigation of the Design Space for Student Learning Tools that Aid Interaction with Recorded Lecture Content

Graduate Program:

Informatics

Keywords:

Lecture Recording
AI
Human-Computer Interaction
Design
Scenario-Based Design Research
Higher Education

File:

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Committee Members:

Priya Sharma, Outside Unit & Field Member
D. Benjamin Hellar, Special Member
Mary Beth Rosson, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
Jack Carroll, Major Field Member
Kenneth Huang, Major & Minor Field Member

Author:

Zhu, Lizhen

Title:

Contrastive Visual Learning from Spatiotemporal Information

Graduate Program:

Informatics

Keywords:

Contrastive learning
computer vision
perception

File:

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Committee Members:

James Z Wang, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member
Mary Beth Rosson, Program Head/Chair
Bradley Paul Wyble, Thesis Advisor/Co-Advisor

Author:

Gautam, Sanjana

Title:

The Learning Code : Designing AI-Driven Adaptive Learning Systems for Social Learning

Graduate Program:

Informatics

Keywords:

education and learning
adaptive learning
social learning
personal data tracking
artificial intelligence
collaborative learning
system design

File:

Download The_Learning_Code__Designing_AI_Driven_Adaptive_Learning_Systems_for_Social_Learning__2_.pdf

Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Jack Carroll, Major Field Member
Heather Zimmerman, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Chair & Dissertation Advisor