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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:

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