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Author:

Qiu, Baojun

Title:

SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS

Graduate Program:

Computer Science

Keywords:

temporal data mining
machine learning
Social network analysis
text mining
sentiment analysis
link prediction

File:

Download Baojun-Dissertation-submission.pdf

Committee Members:

John Yen, Dissertation Advisor/Co-Advisor
John Yen, Committee Chair/Co-Chair
Guohong Cao, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Jia Li, Committee Member
Qiyang He, Committee Member
Raj Acharya, Committee Member

Author:

Carrino, Christopher N.

Title:

A Study of Repeat Collaboration in Social Affiliation Networks

Graduate Program:

Industrial Engineering

Keywords:

social network analysis
repeat collaboration
link prediction
link analysis
affiliation network
centrality
similarity
network data mining
pareto clique

File:

Download ChristopherCarrino-Dissertation.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Reka Z Albert, Committee Member
Leah C Newman, Committee Member
Tao Yao, Committee Member

Author:

Chen, Hung-hsuan

Title:

Identifying Similar Objects in Social Networks and Digital Libraries

Graduate Program:

Computer Science and Engineering

Keywords:

link prediction
vertex similarity
expert search
social network

File:

Download HungHsuanChen-Dissertation.pdf

Committee Members:

C Lee Giles, Dissertation Advisor/Co-Advisor
Robert T Collins, Committee Member
Wang Chien Lee, Committee Member
David Jonathan Miller, Committee Member

Author:

Fu, Tao Yang

Title:

GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
representation learning
neural network
network data
trajectory data
spatio-temporal data
node classification
link prediction
travel time estmiation
route planning

File:

Download dissertation_final.pdf

Committee Members:

Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Wang-Chien Lee, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Jia Li, Outside Member
Zhen Lei, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Member
Chitaranjan Das, Program Head/Chair
Zhen Lei, Committee Chair/Co-Chair