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Author:

Dhanorkar, Shipi

Title:

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

Graduate Program:

Informatics (PHD)

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:

Doozandeh Masooleh, Pooyan

Title:

Introducing and Testing the Benefits of Videorecording for the Analysis of Tasks and Jobs

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Ethnography
Training System Design
Human Performance Modeling
Job Analysis
Task Analysis

File:

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Committee Members:

Jack Carroll, Chair & Dissertation Advisor
Rustin Meyer, Outside Unit & Field Member
Aiping Xiong, Major Field Member
Mary Beth Rosson, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Guo, Wenbo

Title:

Explainable AI Techniques for Security

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

computer security
machine learning
explainable AI
deep learning

File:

Download Dissertation.pdf

Committee Members:

Mary Beth Rosson, Program Head/Chair
Lin Lin, Outside Unit & Field Member
Ting Wang, Co-Chair, Major Member & Dissertation Advisor
C Lee Giles, Major Field Member
Xinyu Xing, Co-Chair & Dissertation Advisor

Author:

Liang, Junjie

Title:

Predictive Modeling for High Dimensional Longitudinal Data

Graduate Program:

Informatics (PHD)

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:

Jang, Jinsung

Title:

The Logic of End-user Responsibility for Cyber-governance: A Paradigm Shift from Macro-decentralized Governance to Micro-distributed Governance

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

user responsibility
cyber-governance
duty of care
tort law
legal duty
distributed attack
cybersecurity
information problem
bounded rationality
CDA
DMCA
policy

File:

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Committee Members:

Mary Beth Rosson, Program Head/Chair
Ben Johnson, Outside Unit & Field Member
Edward Glantz, Major Field Member
Fred Fonseca, Chair & Dissertation Advisor
Mary Beth Rosson, Major Field Member

Author:

Mali, Ankur Arjun

Title:

Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Turing machine
automata theory
deep neural networks
formal language
recurrent neural network
artificial neural networks
theoretical limits
grammatical inference
state machines
memory augmented neural networks
language modelling

File:

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Committee Members:

C Lee Giles, Chair & Dissertation Advisor
Alexander Ororbia, Special Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Major Field Member

Author:

Yan, Yaowei

Title:

Fast Local Graph Node Proximity Ranking

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Random Walk
Graph Clustering
Community Detection
Link Prediction
Multi-network Analysis
Social Network
Social Recommendation
Adversarial Attack

File:

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Committee Members:

Xiang Zhang, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Dongwon Lee, Major Field Member

Author:

Mello Lage, Carla Patricia

Title:

A Model to Support Information Exchange Between Organizations with Different Rhythms

Graduate Program:

Information Sciences and Technology

Keywords:

Emergency Response
Polyrhythm
Information Exchange
Organizational Rhythm

File:

Download Carla_Mello_Lage_Dissertation_CV.pdf

Committee Members:

Fred Fonseca, Dissertation Advisor/Co-Advisor
Fred Fonseca, Committee Chair/Co-Chair
Peter Kent Forster, Committee Member
Xiaolong Zhang, Committee Member
Ann Callistro Clements, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Delane, Ryan

Title:

Opportunities for Competency-Based Learning in Software Development Courses

Graduate Program:

Informatics (PHD)

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:

Shen, Hua

Title:

Towards Useful AI Interpretability for Humans via Interactive AI Explanations

Graduate Program:

Informatics (PHD)

Keywords:

Interactive AI Explanations
Conversational AI Explanations
Human-centered Explainable AI
XAI Human Evaluation
Useful AI Explanations
XAI Usefulness

File:

Download HuaShen_PhD_Thesis.pdf

Committee Members:

Jeffrey Bardzell, Program Head/Chair
C Lee Giles, Major Field Member
Sherry Tongshuang Wu, Special Member
Kenneth Huang, Chair & Dissertation Advisor
Mary Beth Rosson, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member