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Author:

Yaroslavtsev, Grigory

Title:

"efficient Combinatorial Methods in Sparsification, Summarization and Testing of Large Datasets"

Graduate Program:

Computer Science and Engineering

Keywords:

algorithms
big data
sublinear algorithms
graph theory
sparsification
summarization

File:

Download main.pdf

Committee Members:

Sofya Raskhodnikova, Dissertation Advisor/Co-Advisor
Sofya Raskhodnikova, Committee Chair/Co-Chair
Adam Smith, Committee Member
Piotr Berman, Committee Member
Jason Ryder Morton, Special Member

Author:

Jia, Haiyan

Title:

Big Data or Small Stories? Exemplification and Interactivity Effects on Shaping Perception and Attitude of Social Issues

Graduate Program:

Mass Communications

Keywords:

Interactivity
exemplification theory
interactive visualization
baserate information
big data
user engagement
vividness

File:

Download Haiyan_Jia-Dissertation-Final.pdf

Committee Members:

S. Shyam Sundar, Dissertation Advisor/Co-Advisor
S. Shyam Sundar, Committee Chair/Co-Chair
Mary Beth Oliver, Committee Member
Michael Grant Schmierbach, Committee Member
Mary Beth Rosson, Committee Member

Author:

Bodnar, Todd James

Title:

Data Science with Social Media for Epidemiology and Public Health

Graduate Program:

Biology

Keywords:

data mining
data science
data
twitter
google
facebook
apple
amazon
amazon web services
hive
apache
hadoop
java
big data

File:

Download ToddBodnar-Dissertation.pdf

Committee Members:

Marcel Salathé, Dissertation Advisor/Co-Advisor
Andrew Fraser Read, Committee Chair/Co-Chair
Conrad S Tucker, Committee Member
John Yen, Special Member

Author:

Udegbe, Egbadon Ajibola

Title:

Pattern Recognition for Fractured Reservoir Characterization using Subsurface Big Data

Graduate Program:

Energy and Mineral Engineering

Keywords:

big data
data science
subsurface
fractures
seismic
unconventional reservoirs
shale

File:

Download Udegbe_PhD_Thesis.pdf

Committee Members:

Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Eugene C Morgan, Committee Chair/Co-Chair
Mort D Webster, Committee Member
Hamid Emami-Meybodi, Committee Member
Tieyuan Zhu, Outside Member

Author:

Parsons, Sean

Title:

The Migration of Data and Refactoring of Large Scale Digital Libraries: A Case Study For CiteSeerX

Graduate Program:

Information Sciences and Technology

Keywords:

databases
migration
big data
digital libraries
NoSQL
search

File:

Download The_Migration_of_Data_and_Refactoring_of_Large_Scale_Digital_Libraries__A_Case_Study_For_CiteSeerX__2_.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Dinghao Wu, Committee Member
Edward J Glantz, Committee Member
Jian Wu, Special Signatory
Mary Beth Rosson, Program Head/Chair