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1. Using Hierarchical Bayesian Optimization to Learn and Exploit the Dependency Structures of Combinatorial Many-Objective Decision Problems

open_access
Open Access
Author:
Shah, Ruchit Aswin
Title:
Using Hierarchical Bayesian Optimization to Learn and Exploit the Dependency Structures of Combinatorial Many-Objective Decision Problems
Graduate Program:
Industrial Engineering
Keywords:
Combinatorial optimization
Multiobjective optimization
Knapsack problem
Probabilistic model building evolutionary algorith
Hierarchical Bayesian networks
Visual Analytics
File:
Download Thesis_Ruchit_Shah.pdf
Committee Members:
John Patrick Reed, Thesis Advisor/Co-Advisor
Patrick M Reed, Thesis Advisor/Co-Advisor
Timothy William Simpson, Thesis Advisor/Co-Advisor

2. A Sensemaking Approach to Visual Analytics of Attribute-rich Social Networks

open_access
Open Access
Author:
Gou, Liang
Title:
A Sensemaking Approach to Visual Analytics of Attribute-rich Social Networks
Graduate Program:
Information Sciences and Technology
Keywords:
Visual Analytics
Information Visualization
Social Network Analysis
Social Network Visualization
Sensemaking
HCI
File:
Download Dissertation_Rev_Liang.pdf
Committee Members:
Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Carleen Frances Maitland, Committee Member
Timothy William Simpson, Special Member

3. User Centered Design of Visual Analytics and its Applications in Healthcare

open_access
Open Access
Author:
Yang, Hui
Title:
User Centered Design of Visual Analytics and its Applications in Healthcare
Graduate Program:
Industrial Engineering
Keywords:
User Centered Design
Visual Analytics
Information Visualization
Healthcare Informatics
File:
Download Dissertation-Hui_Yang.pdf
Committee Members:
Soundar Kumara, Dissertation Advisor/Co-Advisor
Ling Rothrock, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Istvan Albert, Committee Member
Ravi Singareddy, Special Member

4. Promoting Student Community with Increased Information Visibility In Distance Education

open_access
Open Access
Author:
Sun, Na
Title:
Promoting Student Community with Increased Information Visibility In Distance Education
Graduate Program:
Information Sciences and Technology
Keywords:
Online Community
Community Building
CSCW
CSCL
Distance Learning
Visual Analytics
CMC
Education Technology
File:
Download Thesis_Sun2019_DistanceLearners.pdf
Committee Members:
Mary Beth Rosson, Dissertation Advisor/Co-Advisor
Mary Beth Rosson, Committee Chair/Co-Chair
Jack Carroll, Committee Member
Ting-Hao (Kenneth) Huang, Committee Member
Kyle Peck, Outside Member

5. FACILITATING LEARNING ANALYTICS OF LEARNER COMMUNICATION IN MOOCS: A VISUAL ANALYTICS APPROACH

open_access
Open Access
Author:
Wong, Jian Syuan
Title:
FACILITATING LEARNING ANALYTICS OF LEARNER COMMUNICATION IN MOOCS: A VISUAL ANALYTICS APPROACH
Graduate Program:
Information Sciences and Technology
Keywords:
MOOCs
MOOC forum
Visual Analytics
Learning Analytics
Visualization
File:
Download Dissertation_JSW.pdf
Committee Members:
Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
John Yen, Committee Member
Fred Fonseca, Committee Member
Anthony C Robinson, Outside Member
Mary Beth Rosson, Program Head/Chair